Introduction and Problem Statement: Many medication errors occur during the community and hospital transition. Indeed, the World Health Organization launched the international “High 5S” project to implement medicati...Introduction and Problem Statement: Many medication errors occur during the community and hospital transition. Indeed, the World Health Organization launched the international “High 5S” project to implement medication reconciliation in healthcare facilities to reduce them and ensure patients a safe, high-quality healthcare pathway. Objective: This study aimed to detect medication errors by reconciling drug treatments and assess the relevance and feasibility of this standardized practice within the Medical Emergency Unit of the Teaching Pediatric Hospital of Ouagadougou (Burkina Faso). Methods: Patients whose parents gave their consent at their entrance were enrolled. For each patient, the pharmacy team completed a reconciliation form that included the patient’s usual treatment, which was taken and in progress and received upon admission to the medical emergency unit. Patients’ treatments were reviewed to detect and characterize discrepancies. The data of each form were reported and analyzed using KoboCollect, an Android application. Results: 135 records and 412 medication lines were captured over six weeks. The average time of treatment reconciliation per patient was 57 minutes. One thousand one hundred ninety-eight (1198) intentional discrepancies were detected, of which 6.09% were documented. Seventy-one (71) unintentional discrepancies were collected, including 39 omissions, 24 regimen dosing errors, and 8 pharmaceutical form dosage errors. Forty-nine (49) unintentional discrepancies, or 69.01%, were corrected by formulated pharmaceutical interventions toward physicians. Conclusion: Medical treatment reconciliation during hospital admission is critical because discrepancies can compromise the efficacy and/or safety of the patient’s hospital medication.展开更多
In today’s fast-paced world,many elderly individuals struggle to adhere to their medication schedules,especially those with memory-related conditions like Alzheimer’s disease,leading to serious health risks,hospital...In today’s fast-paced world,many elderly individuals struggle to adhere to their medication schedules,especially those with memory-related conditions like Alzheimer’s disease,leading to serious health risks,hospital-izations,and increased healthcare costs.Traditional reminder systems often fail due to a lack of personalization and real-time intervention.To address this critical challenge,we introduce MediServe,an advanced IoT-enabled medication management system that seamlessly integrates deep learning techniques to provide a personalized,secure,and adaptive solution.MediServe features a smart medication box equipped with biometric authentication,such as fingerprint recognition,ensuring authorized access to prescribed medication while preventing misuse.A user-friendly mobile application complements the system,offering real-time notifications,adherence tracking,and emergency alerts for caregivers and healthcare providers.The system employs predictive deep learning models,achieving an impressive classification accuracy of 98%,to analyze user behavior,detect anomalies in medication adherence,and optimize scheduling based on an individual’s habits and health conditions.Furthermore,MediServe enhances accessibility by employing natural language processing(NLP)models for voice-activated interactions and text-to-speech capabilities,making it especially beneficial for visually impaired users and those with cognitive impairments.Cloud-based data analytics and wireless connectivity facilitate remote monitoring,ensuring that caregivers receive instant alerts in case of missed doses or medication mismanagement.Additionally,machine learning-based clustering and anomaly detection refine medication reminders by adapting to users’changing health patterns.By combining IoT,deep learning,and advanced security protocols,MediServe delivers a comprehensive,intelligent,and inclusive solution for medication adherence.This innovative approach not only improves the quality of life for elderly individuals but also reduces the burden on caregivers and healthcare systems,ultimately fostering independent and efficient health management.展开更多
China implemented its Action Plan of Air Pollution Prevention and Control(APAPPC)in 2013 as a major step in national air-quality management.This study treated the APAPPC as a quasi-experiment,drawing on the Grossman a...China implemented its Action Plan of Air Pollution Prevention and Control(APAPPC)in 2013 as a major step in national air-quality management.This study treated the APAPPC as a quasi-experiment,drawing on the Grossman and Cropper models,to examine how air pollution affected individual health capital and medical service demand.Using panel data from the China Health and Retirement Longitudinal Study for 2011,2013,2015,and 2018,the analysis applied a Heckman two-stage model and difference-in-differences estimation to identify the policy's effects on medical expenditure.The results showed that the APAPPC significantly reduced annual health spending,with stronger effects among women,older adults,and rural residents.The mechanism analysis indicated that the reduction in respiratory diseases played a key role.This study provides evidence that supports further airpollution control in China and offers useful insights for other developing countries.展开更多
The aim of this study is to explore and summarize the development trajectory,current research landscape,and emerging trends of medication consultation in China,providing a valuable reference for future investigations ...The aim of this study is to explore and summarize the development trajectory,current research landscape,and emerging trends of medication consultation in China,providing a valuable reference for future investigations in this domain.Relevant articles on medication consultation were systematically collected,and bibliometric software such as CiteSpace 6.4R1 was employed to analyze author and institutional collaborations,keyword co-occurrence,clustering,and emerging trends.This approach helped elucidate key themes and hot topics in the field.A total of 1267 articles were included,with the peak number of publications recorded in 2011,followed by a steady decline in subsequent years.The most prolific author was Zhen Jiancun,contributing eight publications,while the First Affiliated Hospital of Sun Yat-sen University emerged as the leading institution with 11 publications.High-frequency identified keywords included medication consultation,rational drug use,pharmaceutical services,clinical pharmacists,and outpatient pharmacies.Cluster analysis revealed 12 significant themes,while emergent analysis highlighted that recent research hotspots centered on the Pareto chart,pregnancy,and traditional Chinese patent medicine.As a critical aspect of pharmaceutical services,the practice of medication consultation in China requires further advancement,with a particular need for enhanced collaboration among researchers and institutions.Moving forward,expanding the scope of medication consultation,improving the quality of related research,and fostering cross-regional collaboration among teams with diverse research focuses will be essential in deepening and broadening this field of study.展开更多
Background Both medication and non-medication therapies are effective approaches to control blood pressure (BP) in hypertension patients.However,the association of joint changes in antihypertensive medication use and ...Background Both medication and non-medication therapies are effective approaches to control blood pressure (BP) in hypertension patients.However,the association of joint changes in antihypertensive medication use and healthy lifestyle index (HLI)with BP control among hypertension patients is seldom reported,which needs to provide more evidence by prospective intervention studies.We examined the association of antihypertensive medication use and HLI with BP control among employees with hypertension in China based on a workplace-based multicomponent intervention program.Methods Between January 2013 and December 2014,a cluster randomized clinical trial of a workplace-based multicomponent intervention program was conducted in 60 workplaces across 20 urban areas in China.Workplaces were randomly divided into intervention (n=40) and control (n=20) groups.Basic information on employees at each workplace was collected by trained professionals,including sociodemographic characteristics,medical history,family history,lifestyle behaviors,medication status and physical measurements.After baseline,the intervention group received a 2-year intervention to achieve BP control,which included:(1) a workplace wellness program for all employees;(2) a guidelines-oriented hypertension management protocol.HLI including nonsmoking,nondrinking,adequate physical activity,weight within reference range and balanced diet,were coded on a 5-point scale (range:0-5,with higher score indicating a healthier lifestyle).Antihypertensive medication use was defined as taking drug within the last 2 weeks.Changes in HLI,antihypertensive medication use and BP control from baseline to 24 months were measured after the intervention.Results Overall,4655 employees were included (age:46.3±7.6 years,men:3547 (82.3%)).After 24 months of the intervention,there was a significant improvement in lifestyle[smoking (OR=0.65,95%CI:0.43-0.99;P=0.045),drinking (OR=0.52,95%CI:0.40-0.68;P<0.001),regular exercise (OR=3.10,95%CI:2.53-3.78;P<0.001),excessive intake of fatty food (OR=0.17,95%CI:0.06-0.52;P=0.002),restrictive use of salt (OR=0.26,95%CI:0.12-0.56;P=0.001)].Compare to employees with a deteriorating lifestyle after the intervention,those with an improved lifestyle had a higher BP control.In the intervention group,compared with employees not using antihypertensive medication,those who consistent used (OR=2.34;95%CI:1.16-4.72;P=0.017) or changed from not using to using antihypertensive medication (OR=2.24;95%CI:1.08-4.62;P=0.030) had higher BP control.Compared with those having lower HLI,participants with a same (OR=1.38;95%CI:0.99-1.93;P=0.056) or high (OR=1.79;95%CI:1.27~2.53;P<0.001) HLI had higher BP control.Those who used antihypertensive medication and had a high HLI had the highest BP control (OR=1.88;95%CI:1.32-2.67,P<0.001).Subgroup analysis also showed the consistent effect as the above.Conclusion These findings suggest that adherence to antihypertensive medication treatment and healthy lifestyle were associated with a significant improvement in BP control among employees with hypertension.展开更多
Background:Patient participation is crucial for medication safety among older adults with chronic diseases transitioning from hospital to home,yet evidence on its levels and influencing factors remains limited.This st...Background:Patient participation is crucial for medication safety among older adults with chronic diseases transitioning from hospital to home,yet evidence on its levels and influencing factors remains limited.This study investigated the current state and predictors of such participation during this critical period.Methods:A cross-sectional study was conducted among older adults discharged from two tertiary hospitals in Fujian,China(October-December 2023).Data were collected using a general information questionnaire,a self-developed behavior scale,the Health Literacy Management Scale,General Self-Efficacy Scale,Facilitation of Patient Involvement Scale,and Family Support Scale.Analyses included ANOVA,Pearson correlation,and multiple stepwise regression.Results:Among 302 valid responses,the mean score for participation in medication safety behaviors was 68.59±11.62,indicating a moderate level.Health literacy,self-efficacy,healthcare worker support,and family support were positively correlated with participation(all P<0.01).Multiple regression identified daily medication frequency,health literacy,self-efficacy,and healthcare worker support as significant predictors,explaining 18.3%of the variance.Conclusion:Participation in medication safety among older chronic disease patients during care transitions requires improvement.Enhancing health literacy,self-efficacy,and healthcare worker support,while considering medication frequency,can promote patient involvement and medication safety.展开更多
[Objectives]This study was conducted to analyze the medication laws of traditional Chinese medicine prescriptions for the treatment of spleen-deficiency irritable bowel syndrome in Guanling Autonomous County Hospital ...[Objectives]This study was conducted to analyze the medication laws of traditional Chinese medicine prescriptions for the treatment of spleen-deficiency irritable bowel syndrome in Guanling Autonomous County Hospital of Traditional Chinese Medicine.[Methods]Prescriptions for the treatment of spleen-deficiency irritable bowel syndrome(IBS)were retrieved from the TCM family of the hospital,traditional Chinese medical doctor Wu Zhongli,in the period from November 2023 to April 2024.Microsoft Excel 2007 was employed to set up an information table of TCM prescriptions,and the age,gender,herbal properties,efficacy categories and the frequency of use were analyzed to explore the medication laws of TCM in the hospital for the treatment of spleen-deficiency irritable bowel syndrome.[Results]Among the 259 TCM prescriptions included,152 kinds of TCM decoction pieces were used.The decoction pieces were mainly warm in nature,and decoction pieces cold in nature took the second place.The flavors of the herbs were mostly sweet,bitter and pungent.Most of them were attributive to the spleen,stomach meridian and lung meridians,and the herbs were mainly used for tonifying deficiency and regulating qi.The herbs with higher frequency of use included Radix Glycyrrhiza,Pericarpium Citri Reticulatae,poria,and Angelicae Sinensis Radix,the main effects of which are replenishing qi to invigorate the spleen,activating qi and eliminating phlegm,clearing damp and promoting diuresis,and relaxing bowel.[Conclusions]Chinese medicine treatment of IBS with spleen deficiency in hospitals is mainly based on replenishing qi to invigorate the spleen,activating qi and eliminating phlegm,clearing damp and promoting diuresis,and relaxing bowel,and Xiangsha Liujunzi Decoction is commonly used in clinical treatment based on syndrome differentiation with modifications.展开更多
Background:Patients are particularly vulnerable to adverse drug events during the transition from hospital to home.This risk is significantly amplified for older adults with chronic diseases,who often manage complex m...Background:Patients are particularly vulnerable to adverse drug events during the transition from hospital to home.This risk is significantly amplified for older adults with chronic diseases,who often manage complex medication regimens involving multiple drugs.Although active patient participation is recognized as a crucial component in safeguarding medication safety,there is currently a lack of a standardized,validated tool specifically designed to assess the level of such participation among this vulnerable population during this critical transition.Therefore,this study aimed to develop and validate a questionnaire for assessing the level of participation in medication safety behaviors among older adults with chronic diseases during the transition from hospital to home.Methods:Guided by the Interactive Patient Participation in Patient Safety theory,the initial questionnaire was developed through literature analysis,qualitative interviews,expert consultation,and pre-testing from April to December 2023.A total of 582 older adults with chronic diseases discharged from two tertiary hospitals in Fuzhou,China were recruited using convenience sampling.Construct validity,content validity,internal consistency,and test-retest reliability were assessed.Results:The final questionnaire comprised 20 items across three dimensions:Participation in Decision-Making,Participation in Care,Participation in Appeals.Exploratory factor analysis showed a cumulative variance contribution of 51.478%.The overall Cronbach’s a coefficient was 0.875,the scale-level content validity index was 0.930,and the test-retest reliability was 0.715.Confirmatory factor analysis indicated an acceptable model fit.Conclusion:The developed questionnaire exhibits good reliability and validity,supporting its use to evaluate participation in medication safety behaviors among Chinese older adults with chronic diseases during the hospital-to-home transition period.展开更多
Patients with cardiovascular disease rely on medication to achieve favorable longterm clinical results.Poor adherence has been linked to a relative increase in mortality of 50%-80%as well as higher health care costs.T...Patients with cardiovascular disease rely on medication to achieve favorable longterm clinical results.Poor adherence has been linked to a relative increase in mortality of 50%-80%as well as higher health care costs.This scoping review thus aimed to explore the evidence of the effects of mobile health care apps on medication adherence in patients with cardiovascular diseases.A comprehensive data search and extraction was done in line with the updated Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews checklist.A total of 10 studies were included for the review.The mean pooled improvement in adherence was found to be 18%and the most effective tool was the digital therapeutics app discussed in Li et al’s study.Smartphones and apps enhance coronary artery disease management by promoting medication compliance.Challenges include data security and smartphone usage among the elderly.Tailored apps or voice assistants offer potential solutions.展开更多
BACKGROUND Patients who undergo cardiac surgery often face postoperative pain and potential cognitive issues.Multimodal analgesia may address these problems.We hypothesized that multimodal analgesia can reduce opioid ...BACKGROUND Patients who undergo cardiac surgery often face postoperative pain and potential cognitive issues.Multimodal analgesia may address these problems.We hypothesized that multimodal analgesia can reduce opioid use and improve cognitive recovery.AIM To investigate the effects of multimodal analgesia on postoperative opioid consumption and cognitive recovery in patients who underwent cardiac surgery.METHODS A prospective,randomized controlled trial at General Hospital from January 2020 to April 2023 recruited a total of 150 adult patients who underwent elective cardiac surgery.The patients were randomly divided into two groups.Group A had patient-controlled intravenous analgesia with sufentanil and flurbiprofen axil.Group B had flurbiprofen axil and paravertebral nerve block.Data were analyzed with appropriate statistical methods.RESULTS Group B had lower postoperative patient-controlled intravenous analgesia drug consumption(2.21 mL/hour vs 4.26 mL/hour,P<0.001),shorter extubation time(2.32 hours vs 3.81 hours,P<0.001),and intensive care unit stay(15.32 h vs 28.63 h,P<0.001).Visual Analogue Scale pain scores were lower in group B(P<0.001).Group B had fewer postoperative complications(no respiratory depression vs 37.9%in group A,P<0.05),a lower postoperative cognitive dysfunction incidence(16.0%vs 28.0%,P<0.05),and higher Barthel Index scores(P<0.05).CONCLUSION Multimodal analgesia with paravertebral nerve block and flurbiprofen axil reduces opioid use and improves cognitive outcomes in patients who underwent cardiac surgery.展开更多
Medication adherence in patients with schizophrenia is essential for managing symptoms,improving prognosis,and enhancing the quality of life.Despite the importance of adherence,it remains a global challenge.It is infl...Medication adherence in patients with schizophrenia is essential for managing symptoms,improving prognosis,and enhancing the quality of life.Despite the importance of adherence,it remains a global challenge.It is influenced by various factors,including symptom severity(e.g.,excitement and impulse control disorders),attitudes towards medication(e.g.,pharmacophobia),lack of social support,and the communication efficacy of healthcare teams.Regarding assessment tools,self-report questionnaires,such as the Morisky Scale,are common but subject to recall bias.Electronic monitoring devices(e.g.,Medication Event Monitoring System)and pharmacy refill data offer more objective measures of adherence,whereas biomarkers,such as blood drug concentration monitoring,show promise under specific conditions but require further validation.Long-acting injectable antipsychotic medications have shown greater adherence benefits than oral medications.Psychological interventions such as motivational interviewing and mindfulness training,along with multidisciplinary team efforts,including psychiatrists,pharmacists,and psychotherapists,can significantly improve patient outcomes.Future research should integrate innovative drug formulations(e.g.,long-acting,low-side-effect medications),digital health technologies(e.g.,medication reminder apps and wearable devices),and supportive policies(e.g.,community-based free medication services)as well as patient education to enhance disease awareness.However,the ethical and legal dilemmas(e.g.,balancing patient autonomy with involuntary medication)and privacy concerns in technological applications require further exploration.In conclusion,enhancing medication adherence in patients with schizophrenia requires a personalized,multifaceted approach,and collaborative efforts across various sectors to achieve optimal clinical results and social functioning.展开更多
Treatment adherence among people living with human immunodeficiency virus(PLWH)is a critical determinant of viral suppression and improved quality of life.Medication literacy,as a key factor influencing adherence,is i...Treatment adherence among people living with human immunodeficiency virus(PLWH)is a critical determinant of viral suppression and improved quality of life.Medication literacy,as a key factor influencing adherence,is itself shaped by various psychosocial variables.Existing studies suggest that human immunodeficiency virus(HIV)-related stigma,self-efficacy,and trust in healthcare providers serve as significant mediators in the relationship between health literacy and treatment adherence.This review systematically explores how medication literacy affects treatment adherence in PLWH through intermediary psychosocial mechanisms such as depression,anxiety,and social support.By synthesizing current evidence,we aim to inform the development of targeted psychosocial interventions to enhance treatment outcomes and quality of life for this population.Our findings provide an evidence-based foundation for nursing practice and support innovative strategies in comprehensive HIV care.展开更多
Objective To explore the medication patterns of Professor Zulong Wang in treating sleep-related painful erection(SRPE)through data mining,aiming to discover new therapeutic strategies for traditional Chinese medicine ...Objective To explore the medication patterns of Professor Zulong Wang in treating sleep-related painful erection(SRPE)through data mining,aiming to discover new therapeutic strategies for traditional Chinese medicine in managing this condition.Methods Medical records of SRPE patients treated by Professor Zulong Wang at the First Affiliated Hospital of Henan University of Chinese Medicine from February 2021 to December 2024 were collected to establish a database.Frequency analysis,association rule analysis,and cluster analysis were employed to examine the frequency of herb use,four properties and five flavors,channel tropisms,and herb combinations.Results A total of 59 prescriptions meeting the criteria were included,involving 81 Chinese herbs,among which 27 herbs were used 10 or more times.The primary herb properties were cold,warm,and neutral,with bitter,sweet,and pungent flavors being most common.The herbs predominantly entered the liver,heart,spleen,and kidney channels.Forty-three commonly used herb combinations were identified,and cluster analysis revealed six core herb groups.Conclusion Professor Zulong Wang primarily treats SRPE with modified Huoluo Xiaoling Dan,focusing on unblocking collaterals and relieving pain,supplemented by soothing the liver and regulating qi,resolving stasis and phlegm,nourishing yin and reducing fire,and tonifying the kidney and activating blood circulation.展开更多
Generative Adversarial Networks(GANs)have become valuable tools in medical imaging,enabling realistic image synthesis for enhancement,augmentation,and restoration.However,their integration into clinical workflows rais...Generative Adversarial Networks(GANs)have become valuable tools in medical imaging,enabling realistic image synthesis for enhancement,augmentation,and restoration.However,their integration into clinical workflows raises concerns,particularly the risk of subtle distortions or hallucinations that may undermine diagnostic accuracy and weaken trust in AI-assisted decision-making.To address this challenge,we propose a hybrid deep learning framework designed to detect GAN-induced artifacts in medical images,thereby reinforcing the reliability of AI-driven diagnostics.The framework integrates low-level statistical descriptors,including high-frequency residuals and Gray-Level Co-occurrence Matrix(GLCM)texture features,with high-level semantic representations extracted from a pre-trained ResNet18.This dual-stream approach enables detection of both pixel-level anomalies and structural inconsistencies introduced by GAN-based manipulation.We validated the framework on a curated dataset of 10,000 medical images,evenly split between authentic and GAN-generated samples across four modalities:MRI,CT,X-ray,and fundus photography.To improve generalizability to real-world clinical settings,we incorporated domain adaptation strategies such as adversarial training and style transfer,reducing domain shift by 15%.Experimental results demonstrate robust performance,achieving 92.6%accuracy and an F1-score of 0.91 on synthetic test data,and maintaining strong performance on real-world GAN-modified images with 87.3%accuracy and an F1-score of 0.85.Additionally,the model attained an AUC of 0.96 and an average precision of 0.92,outperforming conventional GAN detection pipelines and baseline Convolutional Neural Network(CNN)architectures.These findings establish the proposed framework as an effective and reliable solution for detecting GAN-induced hallucinations in medical imaging,representing an important step toward building trustworthy and clinically deployable AI systems.展开更多
Over the years,Generative Adversarial Networks(GANs)have revolutionized the medical imaging industry for applications such as image synthesis,denoising,super resolution,data augmentation,and cross-modality translation...Over the years,Generative Adversarial Networks(GANs)have revolutionized the medical imaging industry for applications such as image synthesis,denoising,super resolution,data augmentation,and cross-modality translation.The objective of this review is to evaluate the advances,relevances,and limitations of GANs in medical imaging.An organised literature review was conducted following the guidelines of PRISMA(Preferred Reporting Items for Systematic Reviews and Meta-Analyses).The literature considered included peer-reviewed papers published between 2020 and 2025 across databases including PubMed,IEEE Xplore,and Scopus.The studies related to applications of GAN architectures in medical imaging with reported experimental outcomes and published in English in reputable journals and conferences were considered for the review.Thesis,white papers,communication letters,and non-English articles were not included for the same.CLAIM based quality assessment criteria were applied to the included studies to assess the quality.The study classifies diverse GAN architectures,summarizing their clinical applications,technical performances,and their implementation hardships.Key findings reveal the increasing applications of GANs for enhancing diagnostic accuracy,reducing data scarcity through synthetic data generation,and supporting modality translation.However,concerns such as limited generalizability,lack of clinical validation,and regulatory constraints persist.This review provides a comprehensive study of the prevailing scenario of GANs in medical imaging and highlights crucial research gaps and future directions.Though GANs hold transformative capability for medical imaging,their integration into clinical use demands further validation,interpretability,and regulatory alignment.展开更多
Mongolian medicine posits that disruptions to the natural balance of the three roots and seven elements within the human body may lead to ocular disorders,vision impairment,and ultimately myopia.China’s children and ...Mongolian medicine posits that disruptions to the natural balance of the three roots and seven elements within the human body may lead to ocular disorders,vision impairment,and ultimately myopia.China’s children and adolescents not only exhibit high myopia rates but also face increasingly prominent issues of younger onset and severe progression,which critically impact the nation’s future and require urgent attention.Myopia prevention constitutes a systematic project.Traditional Mongolian moxibustion therapy works by applying heat stimulation to specific acupoints to warm meridians,harmonize Qi-blood circulation,regulate elemental balance,thereby enhancing immunity for disease prevention.This holistic approach features non-invasive application with minimal side effects.However,current interventions in myopia management through this method still face challenges including inconsistent operational protocols and insufficiently systematic collaborative research.This paper reviews recent advancements in early intervention using Mongolian moxibustion therapy for myopia,providing insights to optimize myopia prevention strategies.展开更多
BACKGROUND Drug utilization research has an important role in assisting the healthcare administration to know,compute,and refine the prescription whose principal objective is to enable the rational use of drugs.Resear...BACKGROUND Drug utilization research has an important role in assisting the healthcare administration to know,compute,and refine the prescription whose principal objective is to enable the rational use of drugs.Research in developing nations relating to the cost of treatment is scarce when compared with developed countries.Thus,the drug utilization research studies from developing nations are most needed,and their number has been growing.AIM To evaluate patterns of utilization of antipsychotic drugs and direct medical cost analysis in patients newly diagnosed with schizophrenia.METHODS The present study was observational in type and based on a retrospective cohort to evaluate patterns of utilization of antipsychotic drugs using World Health Organization(WHO)core prescribing indicators and anatomical therapeutic chemical/defined daily dose indicators.We also calculated direct medical costs for a period of 6 months.RESULTS This study has found that atypical antipsychotics are the mainstay of treatment for schizophrenia in every age group and subcategories of schizophrenia.The evaluation based on WHO prescribing indicators showed a low average number of drugs per prescription and low prescribing frequency of antipsychotics from the National List of Essential Medicines 2015 and the WHO Essential Medicines List 2019.The total mean drug cost of our study was 1396 Indian rupees.The total mean cost due to the investigation in our study was 1017.34 Indian rupees.Therefore,the total mean direct medical cost incurred on patients in our study was 4337.28 Indian rupees.CONCLUSION The information from the present study can be used for reviewing and updating treatment policy at the institutional level.展开更多
Background:Medical artificial intelligence(MAI)is a synthesis of medical science and artificial intelligence development,serving as a crucial field in the current advancement and application of AI.In the process of de...Background:Medical artificial intelligence(MAI)is a synthesis of medical science and artificial intelligence development,serving as a crucial field in the current advancement and application of AI.In the process of developing medical AI,there may arise not only legal risks such as infringement of privacy rights and health rights but also ethical risks stemming from violations of the principles of beneficence and non-maleficence.Methods:To effectively address the damages caused by MAI in the future,it is necessary to establish a hierarchical governance system with MAI.This paper examines the systematic collection of local practices in China and the induction and integration of legal remedies for the damage of MAI.Results:To effectively address the ethical and legal challenges of medical artificial intelligence,a hierarchical regulatory system should be established,which based on the impact of intervention measures on natural rights and differences in intervention timing.This paper finally obtains a legal hierarchical governance system corresponding to the ethical risks and legal risks of MAI in China.Conclusion:The Chinese government has formed a multi-agent governance system based on the impact of risks on rights and the timing of legal intervention,which provides a reference for other countries to follow up on the research on MAI risk management.展开更多
In recent years,with the accelerating aging process of the population,China has entered an aging society,and the number of elderly patients with chronic diseases has been increasing.The traditional medical and elderly...In recent years,with the accelerating aging process of the population,China has entered an aging society,and the number of elderly patients with chronic diseases has been increasing.The traditional medical and elderly care service models can no longer fully meet their needs.The integrated medical and elderly care model has emerged as the times require.It organically combines medical resources with elderly care resources to provide comprehensive and continuous health management services for the elderly,becoming an important approach to solving the problems of chronic disease management among the elderly.In this regard,this paper first elaborates on the role of integrated medical and elderly care in the management of chronic diseases among the elderly,and then puts forward application strategies of integrated medical and elderly care in the management of chronic diseases among the elderly,in order to provide certain reference for relevant researchers.展开更多
Microrobotic systems are emerging as transformative technology for minimally invasive medicine,driven by innovations in actuation mechanisms,advanced fabrication paradigms,and multifunctional system integration.This c...Microrobotic systems are emerging as transformative technology for minimally invasive medicine,driven by innovations in actuation mechanisms,advanced fabrication paradigms,and multifunctional system integration.This comprehensive review analyzes the evolution of microrobotic technologies through three critical dimensions:(1)actuation modalities,including magnetic,optical,acoustic,chemical,and biological actuation,with a focus on the synergistic advantages of hybrid actuation strategies in complex internal physiological environments;(2)Fabrication methods cover technolo-gies such as photolithography,microinjection molding,self-assembly,and 3D printing,emphasizing innovative strategies involving multi-technology integration and collaborative manufacturing of bio/non-bio hybrid materials;(3)Internal phys-iological applications involve disease diagnosis,targeted drug delivery,minimally invasive surgery,tissue engineering,and cell manipulation,highlighting the broad prospects of microrobots in precision medicine.Despite remarkable progress,critical challenges remain,including low actuation efficiency,as seen in acoustic systems,limited biocompatibility,exem-plified by the toxicity of hydrogen peroxide in chemical actuation,delayed clinical translation,and other related challenges that must be addressed to advance the field.展开更多
文摘Introduction and Problem Statement: Many medication errors occur during the community and hospital transition. Indeed, the World Health Organization launched the international “High 5S” project to implement medication reconciliation in healthcare facilities to reduce them and ensure patients a safe, high-quality healthcare pathway. Objective: This study aimed to detect medication errors by reconciling drug treatments and assess the relevance and feasibility of this standardized practice within the Medical Emergency Unit of the Teaching Pediatric Hospital of Ouagadougou (Burkina Faso). Methods: Patients whose parents gave their consent at their entrance were enrolled. For each patient, the pharmacy team completed a reconciliation form that included the patient’s usual treatment, which was taken and in progress and received upon admission to the medical emergency unit. Patients’ treatments were reviewed to detect and characterize discrepancies. The data of each form were reported and analyzed using KoboCollect, an Android application. Results: 135 records and 412 medication lines were captured over six weeks. The average time of treatment reconciliation per patient was 57 minutes. One thousand one hundred ninety-eight (1198) intentional discrepancies were detected, of which 6.09% were documented. Seventy-one (71) unintentional discrepancies were collected, including 39 omissions, 24 regimen dosing errors, and 8 pharmaceutical form dosage errors. Forty-nine (49) unintentional discrepancies, or 69.01%, were corrected by formulated pharmaceutical interventions toward physicians. Conclusion: Medical treatment reconciliation during hospital admission is critical because discrepancies can compromise the efficacy and/or safety of the patient’s hospital medication.
文摘In today’s fast-paced world,many elderly individuals struggle to adhere to their medication schedules,especially those with memory-related conditions like Alzheimer’s disease,leading to serious health risks,hospital-izations,and increased healthcare costs.Traditional reminder systems often fail due to a lack of personalization and real-time intervention.To address this critical challenge,we introduce MediServe,an advanced IoT-enabled medication management system that seamlessly integrates deep learning techniques to provide a personalized,secure,and adaptive solution.MediServe features a smart medication box equipped with biometric authentication,such as fingerprint recognition,ensuring authorized access to prescribed medication while preventing misuse.A user-friendly mobile application complements the system,offering real-time notifications,adherence tracking,and emergency alerts for caregivers and healthcare providers.The system employs predictive deep learning models,achieving an impressive classification accuracy of 98%,to analyze user behavior,detect anomalies in medication adherence,and optimize scheduling based on an individual’s habits and health conditions.Furthermore,MediServe enhances accessibility by employing natural language processing(NLP)models for voice-activated interactions and text-to-speech capabilities,making it especially beneficial for visually impaired users and those with cognitive impairments.Cloud-based data analytics and wireless connectivity facilitate remote monitoring,ensuring that caregivers receive instant alerts in case of missed doses or medication mismanagement.Additionally,machine learning-based clustering and anomaly detection refine medication reminders by adapting to users’changing health patterns.By combining IoT,deep learning,and advanced security protocols,MediServe delivers a comprehensive,intelligent,and inclusive solution for medication adherence.This innovative approach not only improves the quality of life for elderly individuals but also reduces the burden on caregivers and healthcare systems,ultimately fostering independent and efficient health management.
基金Natural Science Foundation of Hubei Province(No.2025AFC041).
文摘China implemented its Action Plan of Air Pollution Prevention and Control(APAPPC)in 2013 as a major step in national air-quality management.This study treated the APAPPC as a quasi-experiment,drawing on the Grossman and Cropper models,to examine how air pollution affected individual health capital and medical service demand.Using panel data from the China Health and Retirement Longitudinal Study for 2011,2013,2015,and 2018,the analysis applied a Heckman two-stage model and difference-in-differences estimation to identify the policy's effects on medical expenditure.The results showed that the APAPPC significantly reduced annual health spending,with stronger effects among women,older adults,and rural residents.The mechanism analysis indicated that the reduction in respiratory diseases played a key role.This study provides evidence that supports further airpollution control in China and offers useful insights for other developing countries.
文摘The aim of this study is to explore and summarize the development trajectory,current research landscape,and emerging trends of medication consultation in China,providing a valuable reference for future investigations in this domain.Relevant articles on medication consultation were systematically collected,and bibliometric software such as CiteSpace 6.4R1 was employed to analyze author and institutional collaborations,keyword co-occurrence,clustering,and emerging trends.This approach helped elucidate key themes and hot topics in the field.A total of 1267 articles were included,with the peak number of publications recorded in 2011,followed by a steady decline in subsequent years.The most prolific author was Zhen Jiancun,contributing eight publications,while the First Affiliated Hospital of Sun Yat-sen University emerged as the leading institution with 11 publications.High-frequency identified keywords included medication consultation,rational drug use,pharmaceutical services,clinical pharmacists,and outpatient pharmacies.Cluster analysis revealed 12 significant themes,while emergent analysis highlighted that recent research hotspots centered on the Pareto chart,pregnancy,and traditional Chinese patent medicine.As a critical aspect of pharmaceutical services,the practice of medication consultation in China requires further advancement,with a particular need for enhanced collaboration among researchers and institutions.Moving forward,expanding the scope of medication consultation,improving the quality of related research,and fostering cross-regional collaboration among teams with diverse research focuses will be essential in deepening and broadening this field of study.
基金supported by grant 2011BAI11B01 from the Projects in the Chinese National Science and Technology Pillar Program during the 12th Five-year Plan Periodby grant 2017-I2M-1-004 from the Chinese Academy of Medical Science Innovation Fund for Medical Sciencesby the Major science and technology special plan project of Yunnan Province (202302AA310045)。
文摘Background Both medication and non-medication therapies are effective approaches to control blood pressure (BP) in hypertension patients.However,the association of joint changes in antihypertensive medication use and healthy lifestyle index (HLI)with BP control among hypertension patients is seldom reported,which needs to provide more evidence by prospective intervention studies.We examined the association of antihypertensive medication use and HLI with BP control among employees with hypertension in China based on a workplace-based multicomponent intervention program.Methods Between January 2013 and December 2014,a cluster randomized clinical trial of a workplace-based multicomponent intervention program was conducted in 60 workplaces across 20 urban areas in China.Workplaces were randomly divided into intervention (n=40) and control (n=20) groups.Basic information on employees at each workplace was collected by trained professionals,including sociodemographic characteristics,medical history,family history,lifestyle behaviors,medication status and physical measurements.After baseline,the intervention group received a 2-year intervention to achieve BP control,which included:(1) a workplace wellness program for all employees;(2) a guidelines-oriented hypertension management protocol.HLI including nonsmoking,nondrinking,adequate physical activity,weight within reference range and balanced diet,were coded on a 5-point scale (range:0-5,with higher score indicating a healthier lifestyle).Antihypertensive medication use was defined as taking drug within the last 2 weeks.Changes in HLI,antihypertensive medication use and BP control from baseline to 24 months were measured after the intervention.Results Overall,4655 employees were included (age:46.3±7.6 years,men:3547 (82.3%)).After 24 months of the intervention,there was a significant improvement in lifestyle[smoking (OR=0.65,95%CI:0.43-0.99;P=0.045),drinking (OR=0.52,95%CI:0.40-0.68;P<0.001),regular exercise (OR=3.10,95%CI:2.53-3.78;P<0.001),excessive intake of fatty food (OR=0.17,95%CI:0.06-0.52;P=0.002),restrictive use of salt (OR=0.26,95%CI:0.12-0.56;P=0.001)].Compare to employees with a deteriorating lifestyle after the intervention,those with an improved lifestyle had a higher BP control.In the intervention group,compared with employees not using antihypertensive medication,those who consistent used (OR=2.34;95%CI:1.16-4.72;P=0.017) or changed from not using to using antihypertensive medication (OR=2.24;95%CI:1.08-4.62;P=0.030) had higher BP control.Compared with those having lower HLI,participants with a same (OR=1.38;95%CI:0.99-1.93;P=0.056) or high (OR=1.79;95%CI:1.27~2.53;P<0.001) HLI had higher BP control.Those who used antihypertensive medication and had a high HLI had the highest BP control (OR=1.88;95%CI:1.32-2.67,P<0.001).Subgroup analysis also showed the consistent effect as the above.Conclusion These findings suggest that adherence to antihypertensive medication treatment and healthy lifestyle were associated with a significant improvement in BP control among employees with hypertension.
基金supported by the Natural Science Foundation of Fujian Province,China(Grant No.2023J01133509)by The Key Projects on Civil Affairs Policy and Theory Research in Fujian Province(Grant No.FMZD202402).
文摘Background:Patient participation is crucial for medication safety among older adults with chronic diseases transitioning from hospital to home,yet evidence on its levels and influencing factors remains limited.This study investigated the current state and predictors of such participation during this critical period.Methods:A cross-sectional study was conducted among older adults discharged from two tertiary hospitals in Fujian,China(October-December 2023).Data were collected using a general information questionnaire,a self-developed behavior scale,the Health Literacy Management Scale,General Self-Efficacy Scale,Facilitation of Patient Involvement Scale,and Family Support Scale.Analyses included ANOVA,Pearson correlation,and multiple stepwise regression.Results:Among 302 valid responses,the mean score for participation in medication safety behaviors was 68.59±11.62,indicating a moderate level.Health literacy,self-efficacy,healthcare worker support,and family support were positively correlated with participation(all P<0.01).Multiple regression identified daily medication frequency,health literacy,self-efficacy,and healthcare worker support as significant predictors,explaining 18.3%of the variance.Conclusion:Participation in medication safety among older chronic disease patients during care transitions requires improvement.Enhancing health literacy,self-efficacy,and healthcare worker support,while considering medication frequency,can promote patient involvement and medication safety.
文摘[Objectives]This study was conducted to analyze the medication laws of traditional Chinese medicine prescriptions for the treatment of spleen-deficiency irritable bowel syndrome in Guanling Autonomous County Hospital of Traditional Chinese Medicine.[Methods]Prescriptions for the treatment of spleen-deficiency irritable bowel syndrome(IBS)were retrieved from the TCM family of the hospital,traditional Chinese medical doctor Wu Zhongli,in the period from November 2023 to April 2024.Microsoft Excel 2007 was employed to set up an information table of TCM prescriptions,and the age,gender,herbal properties,efficacy categories and the frequency of use were analyzed to explore the medication laws of TCM in the hospital for the treatment of spleen-deficiency irritable bowel syndrome.[Results]Among the 259 TCM prescriptions included,152 kinds of TCM decoction pieces were used.The decoction pieces were mainly warm in nature,and decoction pieces cold in nature took the second place.The flavors of the herbs were mostly sweet,bitter and pungent.Most of them were attributive to the spleen,stomach meridian and lung meridians,and the herbs were mainly used for tonifying deficiency and regulating qi.The herbs with higher frequency of use included Radix Glycyrrhiza,Pericarpium Citri Reticulatae,poria,and Angelicae Sinensis Radix,the main effects of which are replenishing qi to invigorate the spleen,activating qi and eliminating phlegm,clearing damp and promoting diuresis,and relaxing bowel.[Conclusions]Chinese medicine treatment of IBS with spleen deficiency in hospitals is mainly based on replenishing qi to invigorate the spleen,activating qi and eliminating phlegm,clearing damp and promoting diuresis,and relaxing bowel,and Xiangsha Liujunzi Decoction is commonly used in clinical treatment based on syndrome differentiation with modifications.
基金supported by the Natural Science Foundation of Fujian Province,China(Grant No.2023J01133509)by The Key Projects on Civil Affairs Policy and Theory Research in Fujian Province(Grant No.FMZD202402).
文摘Background:Patients are particularly vulnerable to adverse drug events during the transition from hospital to home.This risk is significantly amplified for older adults with chronic diseases,who often manage complex medication regimens involving multiple drugs.Although active patient participation is recognized as a crucial component in safeguarding medication safety,there is currently a lack of a standardized,validated tool specifically designed to assess the level of such participation among this vulnerable population during this critical transition.Therefore,this study aimed to develop and validate a questionnaire for assessing the level of participation in medication safety behaviors among older adults with chronic diseases during the transition from hospital to home.Methods:Guided by the Interactive Patient Participation in Patient Safety theory,the initial questionnaire was developed through literature analysis,qualitative interviews,expert consultation,and pre-testing from April to December 2023.A total of 582 older adults with chronic diseases discharged from two tertiary hospitals in Fuzhou,China were recruited using convenience sampling.Construct validity,content validity,internal consistency,and test-retest reliability were assessed.Results:The final questionnaire comprised 20 items across three dimensions:Participation in Decision-Making,Participation in Care,Participation in Appeals.Exploratory factor analysis showed a cumulative variance contribution of 51.478%.The overall Cronbach’s a coefficient was 0.875,the scale-level content validity index was 0.930,and the test-retest reliability was 0.715.Confirmatory factor analysis indicated an acceptable model fit.Conclusion:The developed questionnaire exhibits good reliability and validity,supporting its use to evaluate participation in medication safety behaviors among Chinese older adults with chronic diseases during the hospital-to-home transition period.
文摘Patients with cardiovascular disease rely on medication to achieve favorable longterm clinical results.Poor adherence has been linked to a relative increase in mortality of 50%-80%as well as higher health care costs.This scoping review thus aimed to explore the evidence of the effects of mobile health care apps on medication adherence in patients with cardiovascular diseases.A comprehensive data search and extraction was done in line with the updated Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews checklist.A total of 10 studies were included for the review.The mean pooled improvement in adherence was found to be 18%and the most effective tool was the digital therapeutics app discussed in Li et al’s study.Smartphones and apps enhance coronary artery disease management by promoting medication compliance.Challenges include data security and smartphone usage among the elderly.Tailored apps or voice assistants offer potential solutions.
文摘BACKGROUND Patients who undergo cardiac surgery often face postoperative pain and potential cognitive issues.Multimodal analgesia may address these problems.We hypothesized that multimodal analgesia can reduce opioid use and improve cognitive recovery.AIM To investigate the effects of multimodal analgesia on postoperative opioid consumption and cognitive recovery in patients who underwent cardiac surgery.METHODS A prospective,randomized controlled trial at General Hospital from January 2020 to April 2023 recruited a total of 150 adult patients who underwent elective cardiac surgery.The patients were randomly divided into two groups.Group A had patient-controlled intravenous analgesia with sufentanil and flurbiprofen axil.Group B had flurbiprofen axil and paravertebral nerve block.Data were analyzed with appropriate statistical methods.RESULTS Group B had lower postoperative patient-controlled intravenous analgesia drug consumption(2.21 mL/hour vs 4.26 mL/hour,P<0.001),shorter extubation time(2.32 hours vs 3.81 hours,P<0.001),and intensive care unit stay(15.32 h vs 28.63 h,P<0.001).Visual Analogue Scale pain scores were lower in group B(P<0.001).Group B had fewer postoperative complications(no respiratory depression vs 37.9%in group A,P<0.05),a lower postoperative cognitive dysfunction incidence(16.0%vs 28.0%,P<0.05),and higher Barthel Index scores(P<0.05).CONCLUSION Multimodal analgesia with paravertebral nerve block and flurbiprofen axil reduces opioid use and improves cognitive outcomes in patients who underwent cardiac surgery.
文摘Medication adherence in patients with schizophrenia is essential for managing symptoms,improving prognosis,and enhancing the quality of life.Despite the importance of adherence,it remains a global challenge.It is influenced by various factors,including symptom severity(e.g.,excitement and impulse control disorders),attitudes towards medication(e.g.,pharmacophobia),lack of social support,and the communication efficacy of healthcare teams.Regarding assessment tools,self-report questionnaires,such as the Morisky Scale,are common but subject to recall bias.Electronic monitoring devices(e.g.,Medication Event Monitoring System)and pharmacy refill data offer more objective measures of adherence,whereas biomarkers,such as blood drug concentration monitoring,show promise under specific conditions but require further validation.Long-acting injectable antipsychotic medications have shown greater adherence benefits than oral medications.Psychological interventions such as motivational interviewing and mindfulness training,along with multidisciplinary team efforts,including psychiatrists,pharmacists,and psychotherapists,can significantly improve patient outcomes.Future research should integrate innovative drug formulations(e.g.,long-acting,low-side-effect medications),digital health technologies(e.g.,medication reminder apps and wearable devices),and supportive policies(e.g.,community-based free medication services)as well as patient education to enhance disease awareness.However,the ethical and legal dilemmas(e.g.,balancing patient autonomy with involuntary medication)and privacy concerns in technological applications require further exploration.In conclusion,enhancing medication adherence in patients with schizophrenia requires a personalized,multifaceted approach,and collaborative efforts across various sectors to achieve optimal clinical results and social functioning.
基金Supported by Taizhou Municipal Hospital,No.2025JK317 and No.2025JK318.
文摘Treatment adherence among people living with human immunodeficiency virus(PLWH)is a critical determinant of viral suppression and improved quality of life.Medication literacy,as a key factor influencing adherence,is itself shaped by various psychosocial variables.Existing studies suggest that human immunodeficiency virus(HIV)-related stigma,self-efficacy,and trust in healthcare providers serve as significant mediators in the relationship between health literacy and treatment adherence.This review systematically explores how medication literacy affects treatment adherence in PLWH through intermediary psychosocial mechanisms such as depression,anxiety,and social support.By synthesizing current evidence,we aim to inform the development of targeted psychosocial interventions to enhance treatment outcomes and quality of life for this population.Our findings provide an evidence-based foundation for nursing practice and support innovative strategies in comprehensive HIV care.
基金supported by the National Natural Science Foundation of China General Program(82174377)National Traditional Chinese Medicine Advantageous Specialty Construction Project(GZY-ZY[2024]90).
文摘Objective To explore the medication patterns of Professor Zulong Wang in treating sleep-related painful erection(SRPE)through data mining,aiming to discover new therapeutic strategies for traditional Chinese medicine in managing this condition.Methods Medical records of SRPE patients treated by Professor Zulong Wang at the First Affiliated Hospital of Henan University of Chinese Medicine from February 2021 to December 2024 were collected to establish a database.Frequency analysis,association rule analysis,and cluster analysis were employed to examine the frequency of herb use,four properties and five flavors,channel tropisms,and herb combinations.Results A total of 59 prescriptions meeting the criteria were included,involving 81 Chinese herbs,among which 27 herbs were used 10 or more times.The primary herb properties were cold,warm,and neutral,with bitter,sweet,and pungent flavors being most common.The herbs predominantly entered the liver,heart,spleen,and kidney channels.Forty-three commonly used herb combinations were identified,and cluster analysis revealed six core herb groups.Conclusion Professor Zulong Wang primarily treats SRPE with modified Huoluo Xiaoling Dan,focusing on unblocking collaterals and relieving pain,supplemented by soothing the liver and regulating qi,resolving stasis and phlegm,nourishing yin and reducing fire,and tonifying the kidney and activating blood circulation.
基金supported and funded by the Deanship of Scientific Research at Imam Mohammad Ibn Saud Islamic University(IMSIU)(grant number IMSIU-DDRSP2601).
文摘Generative Adversarial Networks(GANs)have become valuable tools in medical imaging,enabling realistic image synthesis for enhancement,augmentation,and restoration.However,their integration into clinical workflows raises concerns,particularly the risk of subtle distortions or hallucinations that may undermine diagnostic accuracy and weaken trust in AI-assisted decision-making.To address this challenge,we propose a hybrid deep learning framework designed to detect GAN-induced artifacts in medical images,thereby reinforcing the reliability of AI-driven diagnostics.The framework integrates low-level statistical descriptors,including high-frequency residuals and Gray-Level Co-occurrence Matrix(GLCM)texture features,with high-level semantic representations extracted from a pre-trained ResNet18.This dual-stream approach enables detection of both pixel-level anomalies and structural inconsistencies introduced by GAN-based manipulation.We validated the framework on a curated dataset of 10,000 medical images,evenly split between authentic and GAN-generated samples across four modalities:MRI,CT,X-ray,and fundus photography.To improve generalizability to real-world clinical settings,we incorporated domain adaptation strategies such as adversarial training and style transfer,reducing domain shift by 15%.Experimental results demonstrate robust performance,achieving 92.6%accuracy and an F1-score of 0.91 on synthetic test data,and maintaining strong performance on real-world GAN-modified images with 87.3%accuracy and an F1-score of 0.85.Additionally,the model attained an AUC of 0.96 and an average precision of 0.92,outperforming conventional GAN detection pipelines and baseline Convolutional Neural Network(CNN)architectures.These findings establish the proposed framework as an effective and reliable solution for detecting GAN-induced hallucinations in medical imaging,representing an important step toward building trustworthy and clinically deployable AI systems.
基金supported by Deanship of Research and Graduate Studies at King Khalid University for funding this work through Large Research Project under grant number RGP2/540/46.
文摘Over the years,Generative Adversarial Networks(GANs)have revolutionized the medical imaging industry for applications such as image synthesis,denoising,super resolution,data augmentation,and cross-modality translation.The objective of this review is to evaluate the advances,relevances,and limitations of GANs in medical imaging.An organised literature review was conducted following the guidelines of PRISMA(Preferred Reporting Items for Systematic Reviews and Meta-Analyses).The literature considered included peer-reviewed papers published between 2020 and 2025 across databases including PubMed,IEEE Xplore,and Scopus.The studies related to applications of GAN architectures in medical imaging with reported experimental outcomes and published in English in reputable journals and conferences were considered for the review.Thesis,white papers,communication letters,and non-English articles were not included for the same.CLAIM based quality assessment criteria were applied to the included studies to assess the quality.The study classifies diverse GAN architectures,summarizing their clinical applications,technical performances,and their implementation hardships.Key findings reveal the increasing applications of GANs for enhancing diagnostic accuracy,reducing data scarcity through synthetic data generation,and supporting modality translation.However,concerns such as limited generalizability,lack of clinical validation,and regulatory constraints persist.This review provides a comprehensive study of the prevailing scenario of GANs in medical imaging and highlights crucial research gaps and future directions.Though GANs hold transformative capability for medical imaging,their integration into clinical use demands further validation,interpretability,and regulatory alignment.
文摘Mongolian medicine posits that disruptions to the natural balance of the three roots and seven elements within the human body may lead to ocular disorders,vision impairment,and ultimately myopia.China’s children and adolescents not only exhibit high myopia rates but also face increasingly prominent issues of younger onset and severe progression,which critically impact the nation’s future and require urgent attention.Myopia prevention constitutes a systematic project.Traditional Mongolian moxibustion therapy works by applying heat stimulation to specific acupoints to warm meridians,harmonize Qi-blood circulation,regulate elemental balance,thereby enhancing immunity for disease prevention.This holistic approach features non-invasive application with minimal side effects.However,current interventions in myopia management through this method still face challenges including inconsistent operational protocols and insufficiently systematic collaborative research.This paper reviews recent advancements in early intervention using Mongolian moxibustion therapy for myopia,providing insights to optimize myopia prevention strategies.
文摘BACKGROUND Drug utilization research has an important role in assisting the healthcare administration to know,compute,and refine the prescription whose principal objective is to enable the rational use of drugs.Research in developing nations relating to the cost of treatment is scarce when compared with developed countries.Thus,the drug utilization research studies from developing nations are most needed,and their number has been growing.AIM To evaluate patterns of utilization of antipsychotic drugs and direct medical cost analysis in patients newly diagnosed with schizophrenia.METHODS The present study was observational in type and based on a retrospective cohort to evaluate patterns of utilization of antipsychotic drugs using World Health Organization(WHO)core prescribing indicators and anatomical therapeutic chemical/defined daily dose indicators.We also calculated direct medical costs for a period of 6 months.RESULTS This study has found that atypical antipsychotics are the mainstay of treatment for schizophrenia in every age group and subcategories of schizophrenia.The evaluation based on WHO prescribing indicators showed a low average number of drugs per prescription and low prescribing frequency of antipsychotics from the National List of Essential Medicines 2015 and the WHO Essential Medicines List 2019.The total mean drug cost of our study was 1396 Indian rupees.The total mean cost due to the investigation in our study was 1017.34 Indian rupees.Therefore,the total mean direct medical cost incurred on patients in our study was 4337.28 Indian rupees.CONCLUSION The information from the present study can be used for reviewing and updating treatment policy at the institutional level.
基金funded by China Law Society 2025 Annual Legal Research,Project grant number:CLS(2025)Y04.
文摘Background:Medical artificial intelligence(MAI)is a synthesis of medical science and artificial intelligence development,serving as a crucial field in the current advancement and application of AI.In the process of developing medical AI,there may arise not only legal risks such as infringement of privacy rights and health rights but also ethical risks stemming from violations of the principles of beneficence and non-maleficence.Methods:To effectively address the damages caused by MAI in the future,it is necessary to establish a hierarchical governance system with MAI.This paper examines the systematic collection of local practices in China and the induction and integration of legal remedies for the damage of MAI.Results:To effectively address the ethical and legal challenges of medical artificial intelligence,a hierarchical regulatory system should be established,which based on the impact of intervention measures on natural rights and differences in intervention timing.This paper finally obtains a legal hierarchical governance system corresponding to the ethical risks and legal risks of MAI in China.Conclusion:The Chinese government has formed a multi-agent governance system based on the impact of risks on rights and the timing of legal intervention,which provides a reference for other countries to follow up on the research on MAI risk management.
文摘In recent years,with the accelerating aging process of the population,China has entered an aging society,and the number of elderly patients with chronic diseases has been increasing.The traditional medical and elderly care service models can no longer fully meet their needs.The integrated medical and elderly care model has emerged as the times require.It organically combines medical resources with elderly care resources to provide comprehensive and continuous health management services for the elderly,becoming an important approach to solving the problems of chronic disease management among the elderly.In this regard,this paper first elaborates on the role of integrated medical and elderly care in the management of chronic diseases among the elderly,and then puts forward application strategies of integrated medical and elderly care in the management of chronic diseases among the elderly,in order to provide certain reference for relevant researchers.
基金National Natural Science Foundation of China(Grant No.61903157)the Foundation of State Key Laboratory of Robotics(Grand No.2024-O08).
文摘Microrobotic systems are emerging as transformative technology for minimally invasive medicine,driven by innovations in actuation mechanisms,advanced fabrication paradigms,and multifunctional system integration.This comprehensive review analyzes the evolution of microrobotic technologies through three critical dimensions:(1)actuation modalities,including magnetic,optical,acoustic,chemical,and biological actuation,with a focus on the synergistic advantages of hybrid actuation strategies in complex internal physiological environments;(2)Fabrication methods cover technolo-gies such as photolithography,microinjection molding,self-assembly,and 3D printing,emphasizing innovative strategies involving multi-technology integration and collaborative manufacturing of bio/non-bio hybrid materials;(3)Internal phys-iological applications involve disease diagnosis,targeted drug delivery,minimally invasive surgery,tissue engineering,and cell manipulation,highlighting the broad prospects of microrobots in precision medicine.Despite remarkable progress,critical challenges remain,including low actuation efficiency,as seen in acoustic systems,limited biocompatibility,exem-plified by the toxicity of hydrogen peroxide in chemical actuation,delayed clinical translation,and other related challenges that must be addressed to advance the field.
