The US 2024 general election ended with the Republican Party winning the presidential, House and Senate elections at the same time. In the presidential election, the Republican Party not only won more popular votes in...The US 2024 general election ended with the Republican Party winning the presidential, House and Senate elections at the same time. In the presidential election, the Republican Party not only won more popular votes in over 90% counties than in the 2020 general election, but also won seven highly contested swing States with greater edges. This also marks the first time since 2004 that the Republican Party has won a relative majority of popular votes in the presidential election.展开更多
The phenomenon of fear memory generalization can be defined as the expansion of an individual's originally specific fear responses to a similar yet genuinely harmless stimulus or situation subsequent to the occurr...The phenomenon of fear memory generalization can be defined as the expansion of an individual's originally specific fear responses to a similar yet genuinely harmless stimulus or situation subsequent to the occurrence of a traumatic event[1].Fear generalization within the normal range represents an adaptive evolutionary mechanism to facilitate prompt reactions to potential threats and to enhance the likelihood of survival.展开更多
BACKGROUND Currently,very few studies have examined the analgesic effectiveness and safety of dexmedetomidine-assisted intravenous-inhalation combined general anesthesia in laparoscopic minimally invasive surgery for ...BACKGROUND Currently,very few studies have examined the analgesic effectiveness and safety of dexmedetomidine-assisted intravenous-inhalation combined general anesthesia in laparoscopic minimally invasive surgery for inguinal hernia.AIM To investigate the analgesic effect and safety of dexmedetomidine-assisted intravenous-inhalation combined general anesthesia in laparoscopic minimally invasive surgery for inguinal hernia.METHODS In this retrospective study,94 patients scheduled for laparoscopic minimally invasive surgery for inguinal hernia,admitted to Yiwu Central Hospital between May 2022 and May 2023,were divided into a control group(inhalation combined general anesthesia)and a treatment group(dexmedetomidine-assisted intrave-nous-inhalation combined general anesthesia).Perioperative indicators,analgesic effect,preoperative and postoperative 24-hours blood pressure(BP)and heart rate(HR),stress indicators,immune function levels,and adverse reactions were com-pared between the two groups.RESULTS Baseline data,including age,hernia location,place of residence,weight,monthly income,education level,and underlying diseases,were not significantly different between the two groups,indicating comparability(P>0.05).No significant difference was found in operation time and anesthesia time between the two groups(P>0.05).However,the treatment group exhibited a shorter postoperative urinary catheter removal time and hospital stay than the control group(P<0.05).Preoperatively,no significant differences were found in the visual analog scale(VAS)scores between the two groups(P>0.05).However,at 12,18,and 24 hours postoper-atively,the treatment group had significantly lower VAS scores than the control group(P<0.05).Although no significant differences in preoperative hemodynamic indicators were found between the two groups(P>0.05),both groups experienced some extent of changes in postoperative HR,diastolic BP(DBP),and systolic BP(SBP).Nevertheless,the treatment group showed smaller changes in HR,DBP,and SBP than the control group(P<0.05).Preoperative immune function indicators showed no significant differences between the two groups(P>0.05).However,postoperatively,the treatment group demonstrated higher levels of CD3+,CD4+,and CD4+/CD8+and lower levels of CD8+than the control group(P<0.05).The rates of adverse reactions were 6.38%and 23.40%in the treatment and control groups,respectively,revealing a significant difference(χ2=5.371,P=0.020).CONCLUSION Dexmedetomidine-assisted intravenous-inhalation combined general anesthesia can promote early recovery of patients undergoing laparoscopic minimally invasive surgery for inguinal hernia.It ensures stable blood flow,improves postoperative analgesic effects,reduces postoperative pain intensity,alleviates stress response,improves immune function,facilitates anesthesia recovery,and enhances safety.展开更多
Face liveness detection is essential for securing biometric authentication systems against spoofing attacks,including printed photos,replay videos,and 3D masks.This study systematically evaluates pre-trained CNN model...Face liveness detection is essential for securing biometric authentication systems against spoofing attacks,including printed photos,replay videos,and 3D masks.This study systematically evaluates pre-trained CNN models—DenseNet201,VGG16,InceptionV3,ResNet50,VGG19,MobileNetV2,Xception,and InceptionResNetV2—leveraging transfer learning and fine-tuning to enhance liveness detection performance.The models were trained and tested on NUAA and Replay-Attack datasets,with cross-dataset generalization validated on SiW-MV2 to assess real-world adaptability.Performance was evaluated using accuracy,precision,recall,FAR,FRR,HTER,and specialized spoof detection metrics(APCER,NPCER,ACER).Fine-tuning significantly improved detection accuracy,with DenseNet201 achieving the highest performance(98.5%on NUAA,97.71%on Replay-Attack),while MobileNetV2 proved the most efficient model for real-time applications(latency:15 ms,memory usage:45 MB,energy consumption:30 mJ).A statistical significance analysis(paired t-tests,confidence intervals)validated these improvements.Cross-dataset experiments identified DenseNet201 and MobileNetV2 as the most generalizable architectures,with DenseNet201 achieving 86.4%accuracy on Replay-Attack when trained on NUAA,demonstrating robust feature extraction and adaptability.In contrast,ResNet50 showed lower generalization capabilities,struggling with dataset variability and complex spoofing attacks.These findings suggest that MobileNetV2 is well-suited for low-power applications,while DenseNet201 is ideal for high-security environments requiring superior accuracy.This research provides a framework for improving real-time face liveness detection,enhancing biometric security,and guiding future advancements in AI-driven anti-spoofing techniques.展开更多
Retinal blood vessel segmentation is crucial for diagnosing ocular and cardiovascular diseases.Although the introduction of U-Net in 2015 by Olaf Ronneberger significantly advanced this field,yet issues like limited t...Retinal blood vessel segmentation is crucial for diagnosing ocular and cardiovascular diseases.Although the introduction of U-Net in 2015 by Olaf Ronneberger significantly advanced this field,yet issues like limited training data,imbalance data distribution,and inadequate feature extraction persist,hindering both the segmentation performance and optimal model generalization.Addressing these critical issues,the DEFFA-Unet is proposed featuring an additional encoder to process domain-invariant pre-processed inputs,thereby improving both richer feature encoding and enhanced model generalization.A feature filtering fusion module is developed to ensure the precise feature filtering and robust hybrid feature fusion.In response to the task-specific need for higher precision where false positives are very costly,traditional skip connections are replaced with the attention-guided feature reconstructing fusion module.Additionally,innovative data augmentation and balancing methods are proposed to counter data scarcity and distribution imbalance,further boosting the robustness and generalization of the model.With a comprehensive suite of evaluation metrics,extensive validations on four benchmark datasets(DRIVE,CHASEDB1,STARE,and HRF)and an SLO dataset(IOSTAR),demonstrate the proposed method’s superiority over both baseline and state-of-the-art models.Particularly the proposed method significantly outperforms the compared methods in cross-validation model generalization.展开更多
Mingalarpar!On behalf of the Consulate-General of the Republic of the Union of Myanmar in Nanning,I would like to express my sincerest congratulations to CAEXPO on reaching the remarkable milestone of over 20 years—a...Mingalarpar!On behalf of the Consulate-General of the Republic of the Union of Myanmar in Nanning,I would like to express my sincerest congratulations to CAEXPO on reaching the remarkable milestone of over 20 years—an incredible journey filled with numerous achievements.展开更多
BACKGROUND The coronavirus disease 2019(COVID-19)outbreak lasted several months,having started in December 2019.This study aimed to report the impacts of various factors on the depression levels of the general public ...BACKGROUND The coronavirus disease 2019(COVID-19)outbreak lasted several months,having started in December 2019.This study aimed to report the impacts of various factors on the depression levels of the general public and ascertain how emotional measures could be affected by psychosocial factors during the COVID-19 pandemic.AIM To investigate the depression levels of the general public in China during the COVID-19 pandemic.METHODS A total of 2001 self-reported questionnaires about Beck Depression Inventory(BDI)were collected on August 22,2022 via the website.Each questionnaire included four levels of depression and other demographic information.The BDI scores and incidences of different depression levels were compared between various groups of respondents.χ2 analysis and the two-tailed t-test were used to assess categorical and continuous data,respectively.Multiple linear regressions and logistic regressions were employed for correlation analysis.RESULTS The averaged BDI score in this study was higher than that for the non-epidemic periods,as reported in previous studies.Even higher BDI scores and incidences of moderate and severe depression were recorded for people who were quarantined for suspected COVID-19 infection,compared to the respondents who were not quarantined.The participants who did not take protective measures were associated with higher BDI scores than those who made efforts to keep themselves relatively safer.Similarly,the people who did not return to work had higher BDI scores compared to those managed to.A significant association existed between the depression levels of the subgroups and each of the factors,except gender and location of residence.However,quarantine was the most relative predictor for depression levels,followed by failure to take preventive measures and losing a partner,either through divorce or death.CONCLUSION Based on these data,psychological interventions for the various subpopulations in the general public can be implemented during and after the COVID-19 pandemic.Other countries can also use the data as a reference.展开更多
General anesthesia(GA)is a pharmacologically induced,reversible state characterized by unconsciousness,amnesia,analgesia,and immobility in response to noxious stimuli.Accumulating evidence from animal models has eluci...General anesthesia(GA)is a pharmacologically induced,reversible state characterized by unconsciousness,amnesia,analgesia,and immobility in response to noxious stimuli.Accumulating evidence from animal models has elucidated diverse mechanisms of the action underlying GA,including disruption of large-scale brain network connectivity,regulation of multiple neural pathways,and modulation of specific receptors and ion channels.Despite advances in dissecting the neurobiological basis of anesthetic action,the precise cellular and circuit-level processes remain incompletely understood,limiting the development of safer and more effective strategies.Recent studies in Drosophila melanogaster,a genetically tractable model organism offering robust genetic analysis,advanced imaging capabilities,and compact neural architecture,have yielded critical insights into the conserved neurobiological mechanisms of GA,offering translational value for mammalian systems.This review outlines:1)experimental paradigms used to evaluate anesthetic sensitivity and behavioral responses in Drosophila;2)molecular targets and their mechanistic roles in mediating GA;and 3)neural circuit architectures and activity patterns shared by GA and sleep.Cross-species comparisons are integrated to highlight conserved mechanisms that may guide the development of more refined anesthetic strategies.展开更多
The former Vice-President of the International Council of Ophthalmology(ICO).Professor of Ophthalmology Emeritus Johns Hopkins University School of Medicine,Wilmer Eye Institute,USA.The first Director of the Departmen...The former Vice-President of the International Council of Ophthalmology(ICO).Professor of Ophthalmology Emeritus Johns Hopkins University School of Medicine,Wilmer Eye Institute,USA.The first Director of the Department of Ophthalmology and Visual Sciences,The Chinese University of Hong Kong China.The first Director of the Peking University Eye Center,China.展开更多
Primary healthcare service is the first line of defense to guard the health of the nation,and traditional Chinese medicine(TCM),with its characteristics of“simplicity,testing and inexpensiveness,”holistic outlook,an...Primary healthcare service is the first line of defense to guard the health of the nation,and traditional Chinese medicine(TCM),with its characteristics of“simplicity,testing and inexpensiveness,”holistic outlook,and the concept of treating the disease before it occurs,has a unique advantage in primary healthcare and a great demand for it.This paper analyzes the core challenges facing the cultivation of general medicine talents in TCM colleges and universities,such as the disconnection between cultivation goals and grassroots,the misalignment between practical ability and grassroots demand,and the lack of career attraction.On this basis,it puts forward a systematic reform path with the core concept of“rooting at the grassroots,highlighting characteristics,and strengthening competence”to cultivate talents that meet grassroots needs,aiming to provide theoretical references for TCM colleges and universities to cultivate excellent TCM talents who are“able to go down to the grassroots,be useful,stay in the field,and have development”,and to provide theoretical reference for the training of excellent TCM talents.The aim is to provide a theoretical reference for Chinese medicine colleges to cultivate excellent Chinese medicine talents who can“get down,use,stay and develop,”and to help the construction of a healthy China.展开更多
The challenge of enhancing the generalization capacity of reinforcement learning(RL)agents remains a formidable obstacle.Existing RL methods,despite achieving superhuman performance on certain benchmarks,often struggl...The challenge of enhancing the generalization capacity of reinforcement learning(RL)agents remains a formidable obstacle.Existing RL methods,despite achieving superhuman performance on certain benchmarks,often struggle with this aspect.A potential reason is that the benchmarks used for training and evaluation may not adequately offer a diverse set of transferable tasks.Although recent studies have developed bench-marking environments to address this shortcoming,they typically fall short in providing tasks that both ensure a solid foundation for generalization and exhibit significant variability.To overcome these limitations,this work introduces the concept that‘objects are composed of more fundamental components’in environment design,as implemented in the proposed environment called summon the magic(StM).This environment generates tasks where objects are derived from extensible and shareable basic components,facilitating strategy reuse and enhancing generalization.Furthermore,two new metrics,adaptation sensitivity range(ASR)and parameter correlation coefficient(PCC),are proposed to better capture and evaluate the generalization process of RL agents.Experimental results show that increasing the number of basic components of the object reduces the proximal policy optimization(PPO)agent’s training-testing gap by 60.9%(in episode reward),significantly alleviating overfitting.Additionally,linear variations in other environmental factors,such as the training monster set proportion and the total number of basic components,uniformly decrease the gap by at least 32.1%.These results highlight StM’s effectiveness in benchmarking and probing the generalization capabilities of RL algorithms.展开更多
BACKGROUND Older patients often experience thirst after general anesthesia for gastrointestinal surgery,particularly during the post-anesthesia care unit(PACU)phase.Thirst not only compromises patient comfort but also...BACKGROUND Older patients often experience thirst after general anesthesia for gastrointestinal surgery,particularly during the post-anesthesia care unit(PACU)phase.Thirst not only compromises patient comfort but also induces anxiety,which may hinder recovery.Although previous studies have addressed postoperative thirst,research specifically examining thirst experiences and nursing needs in older patients remains limited.AIM To explore thirst experiences and nursing needs of older PACU patients following gastrointestinal surgery,aiming to inform targeted interventions.METHODS This study employed a phenomenological approach within a qualitative research framework.A purposeful sampling method was used to select 12 older patients who underwent gastrointestinal surgery under general anesthesia at a tertiary hospital in Shanghai between November and December 2024.Data were collected through semi-structured interviews and analyzed using Colaizzi’s seven-step method.Themes were extracted from the interview data.RESULTS Analysis of the interview data identified four main themes and eight subthemes:(1)Intense sensations of thirst post-surgery(subjective experience of thirst and duration of thirst);(2)Emotional experiences of thirst-related discomfort(anxiety,irritability,and helplessness);(3)Practical challenges in relieving thirst(limitations of current interventions and nursing response time);and(4)Patient expectations of nursing care(desire for more timely interventions and expectation for more proactive attention from nursing staff).CONCLUSION Older patients frequently experience substantial thirst discomfort after gastrointestinal surgery under general anesthesia.A multidisciplinary perioperative intervention plan is essential to alleviate these symptoms and enhance postoperative comfort.展开更多
Data augmentation plays an important role in boosting the performance of 3D models,while very few studies handle the 3D point cloud data with this technique.Global augmentation and cut-paste are commonly used augmenta...Data augmentation plays an important role in boosting the performance of 3D models,while very few studies handle the 3D point cloud data with this technique.Global augmentation and cut-paste are commonly used augmentation techniques for point clouds,where global augmentation is applied to the entire point cloud of the scene,and cut-paste samples objects from other frames into the current frame.Both types of data augmentation can improve performance,but the cut-paste technique cannot effectively deal with the occlusion relationship between the foreground object and the background scene and the rationality of object sampling,which may be counterproductive and may hurt the overall performance.In addition,LiDAR is susceptible to signal loss,external occlusion,extreme weather and other factors,which can easily cause object shape changes,while global augmentation and cut-paste cannot effectively enhance the robustness of the model.To this end,we propose Syn-Aug,a synchronous data augmentation framework for LiDAR-based 3D object detection.Specifically,we first propose a novel rendering-based object augmentation technique(Ren-Aug)to enrich training data while enhancing scene realism.Second,we propose a local augmentation technique(Local-Aug)to generate local noise by rotating and scaling objects in the scene while avoiding collisions,which can improve generalisation performance.Finally,we make full use of the structural information of 3D labels to make the model more robust by randomly changing the geometry of objects in the training frames.We verify the proposed framework with four different types of 3D object detectors.Experimental results show that our proposed Syn-Aug significantly improves the performance of various 3D object detectors in the KITTI and nuScenes datasets,proving the effectiveness and generality of Syn-Aug.On KITTI,four different types of baseline models using Syn-Aug improved mAP by 0.89%,1.35%,1.61%and 1.14%respectively.On nuScenes,four different types of baseline models using Syn-Aug improved mAP by 14.93%,10.42%,8.47%and 6.81%respectively.The code is available at https://github.com/liuhuaijjin/Syn-Aug.展开更多
Objective:To investigate the suppressive effect of dexmedetomidine on the cough reflex during tracheal extubation in pediatric patients undergoing general anesthesia and its impact on vital signs.Methods:A total of 60...Objective:To investigate the suppressive effect of dexmedetomidine on the cough reflex during tracheal extubation in pediatric patients undergoing general anesthesia and its impact on vital signs.Methods:A total of 60 pediatric patients undergoing elective surgery admitted to our hospital from January to August 2025 were selected and randomly divided into an observation group and a control group,with 30 cases in each group,using a random number table method.The control group received an intravenous infusion of 0.9% sodium chloride injection 30 minutes before the end of surgery,while the observation group received an intravenous pump infusion of dexmedetomidine(1μg/kg,diluted to 4μg/ml with normal saline).The severity of cough(graded from 0 to 3)and vital signs,including heart rate(HR),systolic blood pressure(SBP),diastolic blood pressure(DBP),and pulse oxygen saturation(SpO₂),were recorded 5 minutes before extubation,at the time of extubation,and 5 minutes after extubation in both groups.Results:The severity of cough in the observation group was significantly milder than that in the control group(P<0.05),with a significantly higher proportion of grade 0 cough in the observation group(23.33%vs 3.33%).At extubation and five minutes post-extubation,the observation group exhibited significantly lower HR,SBP,and DBP than the control group(P<0.05).In contrast,SpO_(2)levels remained comparable between the groups(P>0.05).Conclusion:Dexmedetomidine can effectively suppress the cough reflex during tracheal extubation in pediatric patients undergoing general anesthesia,reduce the severity of cough,stabilize hemodynamic parameters,and has no significant impact on respiratory function,demonstrating good clinical safety.展开更多
Automatically recognizing radar emitters from com-plex electromagnetic environments is important but non-trivial.Moreover,the changing electromagnetic environment results in inconsistent signal distribution in the rea...Automatically recognizing radar emitters from com-plex electromagnetic environments is important but non-trivial.Moreover,the changing electromagnetic environment results in inconsistent signal distribution in the real world,which makes the existing approaches perform poorly for recognition tasks in different scenes.In this paper,we propose a domain generaliza-tion framework is proposed to improve the adaptability of radar emitter signal recognition in changing environments.Specifically,we propose an end-to-end denoising based domain-invariant radar emitter recognition network(DDIRNet)consisting of a denoising model and a domain invariant representation learning model(IRLM),which mutually benefit from each other.For the signal denoising model,a loss function is proposed to match the feature of the radar signals and guarantee the effectiveness of the model.For the domain invariant representation learning model,contrastive learning is introduced to learn the cross-domain feature by aligning the source and unseen domain distri-bution.Moreover,we design a data augmentation method that improves the diversity of signal data for training.Extensive experiments on classification have shown that DDIRNet achieves up to 6.4%improvement compared with the state-of-the-art radar emitter recognition methods.The proposed method pro-vides a promising direction to solve the radar emitter signal recognition problem.展开更多
Objective:This study primarily analyzes the effectiveness of thermal insulation nursing(empowered by temperature intervention)in urological stone patients during the general anesthesia recovery period.Methods:A total ...Objective:This study primarily analyzes the effectiveness of thermal insulation nursing(empowered by temperature intervention)in urological stone patients during the general anesthesia recovery period.Methods:A total of 76 urological stone patients who underwent surgical treatment as the preferred option were selected as the research subjects.The earliest consultation time was May 2024,and the latest was May 2025.The patients were randomly divided into two groups using the random number table method,namely the observation group and the control group,with 38 patients in each group.The intervention indicators of the patients were compared.Results:The overall satisfaction rate in the observation group was higher than that in the control group,and the incidence of adverse reactions was lower,with p<0.05.At 0.5 hours,1 hour after surgery,and at the end of surgery,the body temperature in the observation group was significantly different from that in the control group,with p<0.05.Postoperatively,various hemodynamic indicators in the observation group were significantly different from those in the control group,with p<0.05.The time to clench the first upon verbal command,the time to open the eyes upon verbal command,the extubating time,and the recovery retention time in the observation group were all shorter than those in the control group,with p<0.05.Postoperative stress indicators and agitation scores at different time points in the observation group were significantly different from those in the control group,with p<0.05.Conclusion:For urological stone patients during the general anesthesia recovery period,actively implementing thermal insulation nursing combined with temperature intervention not only enhances hemodynamic stability but also effectively reduces the risk of adverse reactions such as hypothermia and shivering.It optimizes the recovery condition,significantly improves the stress state,and increases nursing satisfaction.展开更多
Digital twin shows broad application prospects in the aerospace field.This paper introduces a generalized satellite digital twin system in detail.With the innovative design concepts of modularization,generalization an...Digital twin shows broad application prospects in the aerospace field.This paper introduces a generalized satellite digital twin system in detail.With the innovative design concepts of modularization,generalization and modeling,on the one hand,the system has successfully achieved the reuse of software modules among different satellite models;on the other hand,it has achieved the reuse of software modules between the digital twin and the testing system,significantly improving the development efficiency of the digital twin system.The paper elaborates on the technical architecture and application fields of this digital twin system,and further prospects its future development.At the same time,through a real inorbit case,the engineering value of the digital twin system is strongly demonstrated.展开更多
This webinar is jointly organized by CEN and CENELEC,and Ernst&Young(EY),with the participation of the European Commission Desk Officer,who will deliver the opening remarks.This session will focus specifically on ...This webinar is jointly organized by CEN and CENELEC,and Ernst&Young(EY),with the participation of the European Commission Desk Officer,who will deliver the opening remarks.This session will focus specifically on the Toy Safety Directive and General Product Safety Regulation.Additional sector-specific webinars will follow in the coming months.展开更多
BACKGROUND The use of an ultrasound-guided quadratus lumborum block(QLB)combined with general anesthesia for patients undergoing colorectal cancer surgery serves as a model for reducing the postoperative stress respon...BACKGROUND The use of an ultrasound-guided quadratus lumborum block(QLB)combined with general anesthesia for patients undergoing colorectal cancer surgery serves as a model for reducing the postoperative stress response,preserving metabolic stability,protecting renal function,and alleviating postoperative pain.AIM To compare QLB combined with general anesthesia vs general anesthesia alone in the perioperative stress response,metabolic and renal function,postoperative pain,and recovery outcomes among patients undergoing colorectal cancer surgery.METHODS Clinical data of 116 patients who underwent colorectal cancer surgery at our hospital between July 2023 and August 2024 were collected for retrospective analysis.According to the anesthesia protocol,the patients were divided into the control(general anesthesia,n=58)and experimental groups(QLB combined with general anesthesia,n=58).Physiological indicators such as blood glucose(GLU),lactic acid(LAC),blood urea nitrogen(BUN),and creatinine(CRE)were measured at T0(pre-surgery),T1(post-surgery),T2(6 hours post-surgery),T3(24 hours post-surgery),and T4(48 hours post-surgery).The differences between the two groups for each indicator were evaluated using repeated-measures analysis of variance.RESULTS The GLU levels from T1 to T4 in the experimental group were significantly lower than those in the control group(P<0.001),and the LAC levels were also significantly reduced(P<0.001).The experimental group exhibited superior renal protection based on postoperative BUN and CRE levels(P<0.05).Furthermore,the postoperative pain score in the experimental group was significantly lower than that in the control group[visual analogue scale(VAS)]scores differed significantly from T2 to T4,P<0.05.CONCLUSION Research has shown that QLB combined with general anesthesia can decrease postoperative GLU and LAC by 8%-15%and 10%-20%(P<0.001),respectively.It also enhances renal function markers(BUN,CRE,P<0.05)and lowers VAS scores by 15%-30%(P<0.05).Ultrasound-guided lumbar muscle block with general anesthesia outperforms general anesthesia alone in diminishing stress response,preserving metabolic balance and renal function,and alleviating postoperative pain.This approach offers a more efficient perioperative management strategy for patients undergoing colorectal cancer surgery.It is particularly advantageous for individuals with stress sensitivity,renal impairment,and heightened pain susceptibility.展开更多
Currently,we have entered the era of artificial intelligence(AI).The rapid development and wide application of AI technology have exerted a profound impact on all fields of society.Against this backdrop,this paper con...Currently,we have entered the era of artificial intelligence(AI).The rapid development and wide application of AI technology have exerted a profound impact on all fields of society.Against this backdrop,this paper conducts an in-depth analysis focusing on general education in AI.First,it expounds the necessity of AI general education in cultivating the core literacy of vocational college students.Then,it puts forward effective implementation paths for such general education.The purpose is to provide valuable references for promoting the reform and innovative development of vocational education.展开更多
文摘The US 2024 general election ended with the Republican Party winning the presidential, House and Senate elections at the same time. In the presidential election, the Republican Party not only won more popular votes in over 90% counties than in the 2020 general election, but also won seven highly contested swing States with greater edges. This also marks the first time since 2004 that the Republican Party has won a relative majority of popular votes in the presidential election.
基金supported by the Shandong Provincial Natural Science Foundation(ZR2022QH144).
文摘The phenomenon of fear memory generalization can be defined as the expansion of an individual's originally specific fear responses to a similar yet genuinely harmless stimulus or situation subsequent to the occurrence of a traumatic event[1].Fear generalization within the normal range represents an adaptive evolutionary mechanism to facilitate prompt reactions to potential threats and to enhance the likelihood of survival.
文摘BACKGROUND Currently,very few studies have examined the analgesic effectiveness and safety of dexmedetomidine-assisted intravenous-inhalation combined general anesthesia in laparoscopic minimally invasive surgery for inguinal hernia.AIM To investigate the analgesic effect and safety of dexmedetomidine-assisted intravenous-inhalation combined general anesthesia in laparoscopic minimally invasive surgery for inguinal hernia.METHODS In this retrospective study,94 patients scheduled for laparoscopic minimally invasive surgery for inguinal hernia,admitted to Yiwu Central Hospital between May 2022 and May 2023,were divided into a control group(inhalation combined general anesthesia)and a treatment group(dexmedetomidine-assisted intrave-nous-inhalation combined general anesthesia).Perioperative indicators,analgesic effect,preoperative and postoperative 24-hours blood pressure(BP)and heart rate(HR),stress indicators,immune function levels,and adverse reactions were com-pared between the two groups.RESULTS Baseline data,including age,hernia location,place of residence,weight,monthly income,education level,and underlying diseases,were not significantly different between the two groups,indicating comparability(P>0.05).No significant difference was found in operation time and anesthesia time between the two groups(P>0.05).However,the treatment group exhibited a shorter postoperative urinary catheter removal time and hospital stay than the control group(P<0.05).Preoperatively,no significant differences were found in the visual analog scale(VAS)scores between the two groups(P>0.05).However,at 12,18,and 24 hours postoper-atively,the treatment group had significantly lower VAS scores than the control group(P<0.05).Although no significant differences in preoperative hemodynamic indicators were found between the two groups(P>0.05),both groups experienced some extent of changes in postoperative HR,diastolic BP(DBP),and systolic BP(SBP).Nevertheless,the treatment group showed smaller changes in HR,DBP,and SBP than the control group(P<0.05).Preoperative immune function indicators showed no significant differences between the two groups(P>0.05).However,postoperatively,the treatment group demonstrated higher levels of CD3+,CD4+,and CD4+/CD8+and lower levels of CD8+than the control group(P<0.05).The rates of adverse reactions were 6.38%and 23.40%in the treatment and control groups,respectively,revealing a significant difference(χ2=5.371,P=0.020).CONCLUSION Dexmedetomidine-assisted intravenous-inhalation combined general anesthesia can promote early recovery of patients undergoing laparoscopic minimally invasive surgery for inguinal hernia.It ensures stable blood flow,improves postoperative analgesic effects,reduces postoperative pain intensity,alleviates stress response,improves immune function,facilitates anesthesia recovery,and enhances safety.
基金funded by Centre for Advanced Modelling and Geospatial Information Systems(CAMGIS),Faculty of Engineering and IT,University of Technology Sydney.Moreover,Ongoing Research Funding Program(ORF-2025-14)King Saud University,Riyadh,Saudi Arabia,under Project ORF-2025-。
文摘Face liveness detection is essential for securing biometric authentication systems against spoofing attacks,including printed photos,replay videos,and 3D masks.This study systematically evaluates pre-trained CNN models—DenseNet201,VGG16,InceptionV3,ResNet50,VGG19,MobileNetV2,Xception,and InceptionResNetV2—leveraging transfer learning and fine-tuning to enhance liveness detection performance.The models were trained and tested on NUAA and Replay-Attack datasets,with cross-dataset generalization validated on SiW-MV2 to assess real-world adaptability.Performance was evaluated using accuracy,precision,recall,FAR,FRR,HTER,and specialized spoof detection metrics(APCER,NPCER,ACER).Fine-tuning significantly improved detection accuracy,with DenseNet201 achieving the highest performance(98.5%on NUAA,97.71%on Replay-Attack),while MobileNetV2 proved the most efficient model for real-time applications(latency:15 ms,memory usage:45 MB,energy consumption:30 mJ).A statistical significance analysis(paired t-tests,confidence intervals)validated these improvements.Cross-dataset experiments identified DenseNet201 and MobileNetV2 as the most generalizable architectures,with DenseNet201 achieving 86.4%accuracy on Replay-Attack when trained on NUAA,demonstrating robust feature extraction and adaptability.In contrast,ResNet50 showed lower generalization capabilities,struggling with dataset variability and complex spoofing attacks.These findings suggest that MobileNetV2 is well-suited for low-power applications,while DenseNet201 is ideal for high-security environments requiring superior accuracy.This research provides a framework for improving real-time face liveness detection,enhancing biometric security,and guiding future advancements in AI-driven anti-spoofing techniques.
文摘Retinal blood vessel segmentation is crucial for diagnosing ocular and cardiovascular diseases.Although the introduction of U-Net in 2015 by Olaf Ronneberger significantly advanced this field,yet issues like limited training data,imbalance data distribution,and inadequate feature extraction persist,hindering both the segmentation performance and optimal model generalization.Addressing these critical issues,the DEFFA-Unet is proposed featuring an additional encoder to process domain-invariant pre-processed inputs,thereby improving both richer feature encoding and enhanced model generalization.A feature filtering fusion module is developed to ensure the precise feature filtering and robust hybrid feature fusion.In response to the task-specific need for higher precision where false positives are very costly,traditional skip connections are replaced with the attention-guided feature reconstructing fusion module.Additionally,innovative data augmentation and balancing methods are proposed to counter data scarcity and distribution imbalance,further boosting the robustness and generalization of the model.With a comprehensive suite of evaluation metrics,extensive validations on four benchmark datasets(DRIVE,CHASEDB1,STARE,and HRF)and an SLO dataset(IOSTAR),demonstrate the proposed method’s superiority over both baseline and state-of-the-art models.Particularly the proposed method significantly outperforms the compared methods in cross-validation model generalization.
文摘Mingalarpar!On behalf of the Consulate-General of the Republic of the Union of Myanmar in Nanning,I would like to express my sincerest congratulations to CAEXPO on reaching the remarkable milestone of over 20 years—an incredible journey filled with numerous achievements.
文摘BACKGROUND The coronavirus disease 2019(COVID-19)outbreak lasted several months,having started in December 2019.This study aimed to report the impacts of various factors on the depression levels of the general public and ascertain how emotional measures could be affected by psychosocial factors during the COVID-19 pandemic.AIM To investigate the depression levels of the general public in China during the COVID-19 pandemic.METHODS A total of 2001 self-reported questionnaires about Beck Depression Inventory(BDI)were collected on August 22,2022 via the website.Each questionnaire included four levels of depression and other demographic information.The BDI scores and incidences of different depression levels were compared between various groups of respondents.χ2 analysis and the two-tailed t-test were used to assess categorical and continuous data,respectively.Multiple linear regressions and logistic regressions were employed for correlation analysis.RESULTS The averaged BDI score in this study was higher than that for the non-epidemic periods,as reported in previous studies.Even higher BDI scores and incidences of moderate and severe depression were recorded for people who were quarantined for suspected COVID-19 infection,compared to the respondents who were not quarantined.The participants who did not take protective measures were associated with higher BDI scores than those who made efforts to keep themselves relatively safer.Similarly,the people who did not return to work had higher BDI scores compared to those managed to.A significant association existed between the depression levels of the subgroups and each of the factors,except gender and location of residence.However,quarantine was the most relative predictor for depression levels,followed by failure to take preventive measures and losing a partner,either through divorce or death.CONCLUSION Based on these data,psychological interventions for the various subpopulations in the general public can be implemented during and after the COVID-19 pandemic.Other countries can also use the data as a reference.
基金supported by the National Natural Science Foundation of China(32371063,82341288,32071009)to C.L.Guangdong Basic and Applied Basic Research Foundation(2024A1515011500)to C.L.
文摘General anesthesia(GA)is a pharmacologically induced,reversible state characterized by unconsciousness,amnesia,analgesia,and immobility in response to noxious stimuli.Accumulating evidence from animal models has elucidated diverse mechanisms of the action underlying GA,including disruption of large-scale brain network connectivity,regulation of multiple neural pathways,and modulation of specific receptors and ion channels.Despite advances in dissecting the neurobiological basis of anesthetic action,the precise cellular and circuit-level processes remain incompletely understood,limiting the development of safer and more effective strategies.Recent studies in Drosophila melanogaster,a genetically tractable model organism offering robust genetic analysis,advanced imaging capabilities,and compact neural architecture,have yielded critical insights into the conserved neurobiological mechanisms of GA,offering translational value for mammalian systems.This review outlines:1)experimental paradigms used to evaluate anesthetic sensitivity and behavioral responses in Drosophila;2)molecular targets and their mechanistic roles in mediating GA;and 3)neural circuit architectures and activity patterns shared by GA and sleep.Cross-species comparisons are integrated to highlight conserved mechanisms that may guide the development of more refined anesthetic strategies.
文摘The former Vice-President of the International Council of Ophthalmology(ICO).Professor of Ophthalmology Emeritus Johns Hopkins University School of Medicine,Wilmer Eye Institute,USA.The first Director of the Department of Ophthalmology and Visual Sciences,The Chinese University of Hong Kong China.The first Director of the Peking University Eye Center,China.
文摘Primary healthcare service is the first line of defense to guard the health of the nation,and traditional Chinese medicine(TCM),with its characteristics of“simplicity,testing and inexpensiveness,”holistic outlook,and the concept of treating the disease before it occurs,has a unique advantage in primary healthcare and a great demand for it.This paper analyzes the core challenges facing the cultivation of general medicine talents in TCM colleges and universities,such as the disconnection between cultivation goals and grassroots,the misalignment between practical ability and grassroots demand,and the lack of career attraction.On this basis,it puts forward a systematic reform path with the core concept of“rooting at the grassroots,highlighting characteristics,and strengthening competence”to cultivate talents that meet grassroots needs,aiming to provide theoretical references for TCM colleges and universities to cultivate excellent TCM talents who are“able to go down to the grassroots,be useful,stay in the field,and have development”,and to provide theoretical reference for the training of excellent TCM talents.The aim is to provide a theoretical reference for Chinese medicine colleges to cultivate excellent Chinese medicine talents who can“get down,use,stay and develop,”and to help the construction of a healthy China.
基金Supported by the National Key R&D Program of China(No.2023YFB4502200)the National Natural Science Foundation of China(No.U22A2028,61925208,62222214,62341411,62102398,62102399,U20A20227,62302478,62302482,62302483,62302480,62302481)+2 种基金the Strategic Priority Research Program of the Chinese Academy of Sciences(No.XDB0660300,XDB0660301,XDB0660302)the Chinese Academy of Sciences Project for Young Scientists in Basic Research(No.YSBR-029)the Youth Innovation Promotion Association of Chinese Academy of Sciences and Xplore Prize.
文摘The challenge of enhancing the generalization capacity of reinforcement learning(RL)agents remains a formidable obstacle.Existing RL methods,despite achieving superhuman performance on certain benchmarks,often struggle with this aspect.A potential reason is that the benchmarks used for training and evaluation may not adequately offer a diverse set of transferable tasks.Although recent studies have developed bench-marking environments to address this shortcoming,they typically fall short in providing tasks that both ensure a solid foundation for generalization and exhibit significant variability.To overcome these limitations,this work introduces the concept that‘objects are composed of more fundamental components’in environment design,as implemented in the proposed environment called summon the magic(StM).This environment generates tasks where objects are derived from extensible and shareable basic components,facilitating strategy reuse and enhancing generalization.Furthermore,two new metrics,adaptation sensitivity range(ASR)and parameter correlation coefficient(PCC),are proposed to better capture and evaluate the generalization process of RL agents.Experimental results show that increasing the number of basic components of the object reduces the proximal policy optimization(PPO)agent’s training-testing gap by 60.9%(in episode reward),significantly alleviating overfitting.Additionally,linear variations in other environmental factors,such as the training monster set proportion and the total number of basic components,uniformly decrease the gap by at least 32.1%.These results highlight StM’s effectiveness in benchmarking and probing the generalization capabilities of RL algorithms.
文摘BACKGROUND Older patients often experience thirst after general anesthesia for gastrointestinal surgery,particularly during the post-anesthesia care unit(PACU)phase.Thirst not only compromises patient comfort but also induces anxiety,which may hinder recovery.Although previous studies have addressed postoperative thirst,research specifically examining thirst experiences and nursing needs in older patients remains limited.AIM To explore thirst experiences and nursing needs of older PACU patients following gastrointestinal surgery,aiming to inform targeted interventions.METHODS This study employed a phenomenological approach within a qualitative research framework.A purposeful sampling method was used to select 12 older patients who underwent gastrointestinal surgery under general anesthesia at a tertiary hospital in Shanghai between November and December 2024.Data were collected through semi-structured interviews and analyzed using Colaizzi’s seven-step method.Themes were extracted from the interview data.RESULTS Analysis of the interview data identified four main themes and eight subthemes:(1)Intense sensations of thirst post-surgery(subjective experience of thirst and duration of thirst);(2)Emotional experiences of thirst-related discomfort(anxiety,irritability,and helplessness);(3)Practical challenges in relieving thirst(limitations of current interventions and nursing response time);and(4)Patient expectations of nursing care(desire for more timely interventions and expectation for more proactive attention from nursing staff).CONCLUSION Older patients frequently experience substantial thirst discomfort after gastrointestinal surgery under general anesthesia.A multidisciplinary perioperative intervention plan is essential to alleviate these symptoms and enhance postoperative comfort.
基金supported by National Natural Science Foundation of China(61673186 and 61871196)Beijing Normal University Education Reform Project(jx2024040)Guangdong Undergraduate Universities Teaching Quality and Reform Project(jx2024309).
文摘Data augmentation plays an important role in boosting the performance of 3D models,while very few studies handle the 3D point cloud data with this technique.Global augmentation and cut-paste are commonly used augmentation techniques for point clouds,where global augmentation is applied to the entire point cloud of the scene,and cut-paste samples objects from other frames into the current frame.Both types of data augmentation can improve performance,but the cut-paste technique cannot effectively deal with the occlusion relationship between the foreground object and the background scene and the rationality of object sampling,which may be counterproductive and may hurt the overall performance.In addition,LiDAR is susceptible to signal loss,external occlusion,extreme weather and other factors,which can easily cause object shape changes,while global augmentation and cut-paste cannot effectively enhance the robustness of the model.To this end,we propose Syn-Aug,a synchronous data augmentation framework for LiDAR-based 3D object detection.Specifically,we first propose a novel rendering-based object augmentation technique(Ren-Aug)to enrich training data while enhancing scene realism.Second,we propose a local augmentation technique(Local-Aug)to generate local noise by rotating and scaling objects in the scene while avoiding collisions,which can improve generalisation performance.Finally,we make full use of the structural information of 3D labels to make the model more robust by randomly changing the geometry of objects in the training frames.We verify the proposed framework with four different types of 3D object detectors.Experimental results show that our proposed Syn-Aug significantly improves the performance of various 3D object detectors in the KITTI and nuScenes datasets,proving the effectiveness and generality of Syn-Aug.On KITTI,four different types of baseline models using Syn-Aug improved mAP by 0.89%,1.35%,1.61%and 1.14%respectively.On nuScenes,four different types of baseline models using Syn-Aug improved mAP by 14.93%,10.42%,8.47%and 6.81%respectively.The code is available at https://github.com/liuhuaijjin/Syn-Aug.
文摘Objective:To investigate the suppressive effect of dexmedetomidine on the cough reflex during tracheal extubation in pediatric patients undergoing general anesthesia and its impact on vital signs.Methods:A total of 60 pediatric patients undergoing elective surgery admitted to our hospital from January to August 2025 were selected and randomly divided into an observation group and a control group,with 30 cases in each group,using a random number table method.The control group received an intravenous infusion of 0.9% sodium chloride injection 30 minutes before the end of surgery,while the observation group received an intravenous pump infusion of dexmedetomidine(1μg/kg,diluted to 4μg/ml with normal saline).The severity of cough(graded from 0 to 3)and vital signs,including heart rate(HR),systolic blood pressure(SBP),diastolic blood pressure(DBP),and pulse oxygen saturation(SpO₂),were recorded 5 minutes before extubation,at the time of extubation,and 5 minutes after extubation in both groups.Results:The severity of cough in the observation group was significantly milder than that in the control group(P<0.05),with a significantly higher proportion of grade 0 cough in the observation group(23.33%vs 3.33%).At extubation and five minutes post-extubation,the observation group exhibited significantly lower HR,SBP,and DBP than the control group(P<0.05).In contrast,SpO_(2)levels remained comparable between the groups(P>0.05).Conclusion:Dexmedetomidine can effectively suppress the cough reflex during tracheal extubation in pediatric patients undergoing general anesthesia,reduce the severity of cough,stabilize hemodynamic parameters,and has no significant impact on respiratory function,demonstrating good clinical safety.
基金supported by the National Natural Science Foundation of China(62101575)the Research Project of NUDT(ZK22-57)the Self-directed Project of State Key Laboratory of High Performance Computing(202101-16).
文摘Automatically recognizing radar emitters from com-plex electromagnetic environments is important but non-trivial.Moreover,the changing electromagnetic environment results in inconsistent signal distribution in the real world,which makes the existing approaches perform poorly for recognition tasks in different scenes.In this paper,we propose a domain generaliza-tion framework is proposed to improve the adaptability of radar emitter signal recognition in changing environments.Specifically,we propose an end-to-end denoising based domain-invariant radar emitter recognition network(DDIRNet)consisting of a denoising model and a domain invariant representation learning model(IRLM),which mutually benefit from each other.For the signal denoising model,a loss function is proposed to match the feature of the radar signals and guarantee the effectiveness of the model.For the domain invariant representation learning model,contrastive learning is introduced to learn the cross-domain feature by aligning the source and unseen domain distri-bution.Moreover,we design a data augmentation method that improves the diversity of signal data for training.Extensive experiments on classification have shown that DDIRNet achieves up to 6.4%improvement compared with the state-of-the-art radar emitter recognition methods.The proposed method pro-vides a promising direction to solve the radar emitter signal recognition problem.
文摘Objective:This study primarily analyzes the effectiveness of thermal insulation nursing(empowered by temperature intervention)in urological stone patients during the general anesthesia recovery period.Methods:A total of 76 urological stone patients who underwent surgical treatment as the preferred option were selected as the research subjects.The earliest consultation time was May 2024,and the latest was May 2025.The patients were randomly divided into two groups using the random number table method,namely the observation group and the control group,with 38 patients in each group.The intervention indicators of the patients were compared.Results:The overall satisfaction rate in the observation group was higher than that in the control group,and the incidence of adverse reactions was lower,with p<0.05.At 0.5 hours,1 hour after surgery,and at the end of surgery,the body temperature in the observation group was significantly different from that in the control group,with p<0.05.Postoperatively,various hemodynamic indicators in the observation group were significantly different from those in the control group,with p<0.05.The time to clench the first upon verbal command,the time to open the eyes upon verbal command,the extubating time,and the recovery retention time in the observation group were all shorter than those in the control group,with p<0.05.Postoperative stress indicators and agitation scores at different time points in the observation group were significantly different from those in the control group,with p<0.05.Conclusion:For urological stone patients during the general anesthesia recovery period,actively implementing thermal insulation nursing combined with temperature intervention not only enhances hemodynamic stability but also effectively reduces the risk of adverse reactions such as hypothermia and shivering.It optimizes the recovery condition,significantly improves the stress state,and increases nursing satisfaction.
文摘Digital twin shows broad application prospects in the aerospace field.This paper introduces a generalized satellite digital twin system in detail.With the innovative design concepts of modularization,generalization and modeling,on the one hand,the system has successfully achieved the reuse of software modules among different satellite models;on the other hand,it has achieved the reuse of software modules between the digital twin and the testing system,significantly improving the development efficiency of the digital twin system.The paper elaborates on the technical architecture and application fields of this digital twin system,and further prospects its future development.At the same time,through a real inorbit case,the engineering value of the digital twin system is strongly demonstrated.
文摘This webinar is jointly organized by CEN and CENELEC,and Ernst&Young(EY),with the participation of the European Commission Desk Officer,who will deliver the opening remarks.This session will focus specifically on the Toy Safety Directive and General Product Safety Regulation.Additional sector-specific webinars will follow in the coming months.
文摘BACKGROUND The use of an ultrasound-guided quadratus lumborum block(QLB)combined with general anesthesia for patients undergoing colorectal cancer surgery serves as a model for reducing the postoperative stress response,preserving metabolic stability,protecting renal function,and alleviating postoperative pain.AIM To compare QLB combined with general anesthesia vs general anesthesia alone in the perioperative stress response,metabolic and renal function,postoperative pain,and recovery outcomes among patients undergoing colorectal cancer surgery.METHODS Clinical data of 116 patients who underwent colorectal cancer surgery at our hospital between July 2023 and August 2024 were collected for retrospective analysis.According to the anesthesia protocol,the patients were divided into the control(general anesthesia,n=58)and experimental groups(QLB combined with general anesthesia,n=58).Physiological indicators such as blood glucose(GLU),lactic acid(LAC),blood urea nitrogen(BUN),and creatinine(CRE)were measured at T0(pre-surgery),T1(post-surgery),T2(6 hours post-surgery),T3(24 hours post-surgery),and T4(48 hours post-surgery).The differences between the two groups for each indicator were evaluated using repeated-measures analysis of variance.RESULTS The GLU levels from T1 to T4 in the experimental group were significantly lower than those in the control group(P<0.001),and the LAC levels were also significantly reduced(P<0.001).The experimental group exhibited superior renal protection based on postoperative BUN and CRE levels(P<0.05).Furthermore,the postoperative pain score in the experimental group was significantly lower than that in the control group[visual analogue scale(VAS)]scores differed significantly from T2 to T4,P<0.05.CONCLUSION Research has shown that QLB combined with general anesthesia can decrease postoperative GLU and LAC by 8%-15%and 10%-20%(P<0.001),respectively.It also enhances renal function markers(BUN,CRE,P<0.05)and lowers VAS scores by 15%-30%(P<0.05).Ultrasound-guided lumbar muscle block with general anesthesia outperforms general anesthesia alone in diminishing stress response,preserving metabolic balance and renal function,and alleviating postoperative pain.This approach offers a more efficient perioperative management strategy for patients undergoing colorectal cancer surgery.It is particularly advantageous for individuals with stress sensitivity,renal impairment,and heightened pain susceptibility.
文摘Currently,we have entered the era of artificial intelligence(AI).The rapid development and wide application of AI technology have exerted a profound impact on all fields of society.Against this backdrop,this paper conducts an in-depth analysis focusing on general education in AI.First,it expounds the necessity of AI general education in cultivating the core literacy of vocational college students.Then,it puts forward effective implementation paths for such general education.The purpose is to provide valuable references for promoting the reform and innovative development of vocational education.
