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Application and Development Analysis Based on One Ventilation and Three Preventions Technology in Coal Mine
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作者 LI Hanbo 《外文科技期刊数据库(文摘版)工程技术》 2021年第2期120-125,共6页
The research on one ventilation and three prevention technologies has always been an important research topic in the field of coal mine production in China. With China's coal mining industry gradually approaching ... The research on one ventilation and three prevention technologies has always been an important research topic in the field of coal mine production in China. With China's coal mining industry gradually approaching to a deeper level, its working environment is getting worse and worse and more complex. If the disaster prevention and control is not in place, it is easy to increase the probability of coal mine safety accidents, causing huge personnel and economic losses to coal mining enterprises. The application and implementation of "one ventilation and three preventions" technology can create a good environment for underground mining operations, reduce the probability of mine safety accidents, and provide guarantee for enterprises to carry out efficient and high-quality mining operations. 展开更多
关键词 coal mine one ventilation and three preventions implementation points future development
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Effects of Droughts and Floods on Crops and Preventions in Puyang City
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作者 李汉浸 高翀 +1 位作者 徐文国 高志军 《Agricultural Science & Technology》 CAS 2015年第6期1264-1266,共3页
The research analyzed characters of rice/wheat growth and yield structure in Puyang and explored the effects of droughts and floods on the crops. The re-sults showed that droughts and floods had significant effects on... The research analyzed characters of rice/wheat growth and yield structure in Puyang and explored the effects of droughts and floods on the crops. The re-sults showed that droughts and floods had significant effects on crop growth and yield. In Puyang, the relieving and prevention technology of the disasters is con-cluded. Specifical y, it is recommended to make ful use of agricultural climate re-sources in a rational way and select suitable crop varieties according to climate and disaster characters, fol owed by timely sowing and scientific crop arrangement. What's more, ploughing should proceed in deeper soil layers and management measures should be optimized to reduce the effects of disasters on crops. In addi-tion to that, disaster index system should be reinforced in terms of establishment, monitoring, warning and prevention to lay scientific foundations and provide refer-ences for safe crop production and preventing and reducing disasters. 展开更多
关键词 Droughts and floods Rice and wheat Growth and development Dam-age influence Optimization prevention
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Actionable Genotypes and Their Association with Life Span in Iceland
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作者 Brynjar O Jensson 《四川生理科学杂志》 2026年第3期551-551,共1页
Background:In 2021,the American College of Medical Genetics and Genomics(ACMG)recommended reporting actionable genotypes in 73 genes associated with diseases for which preventive or therapeutic measures are available.... Background:In 2021,the American College of Medical Genetics and Genomics(ACMG)recommended reporting actionable genotypes in 73 genes associated with diseases for which preventive or therapeutic measures are available.Evaluations of the association of actionable genotypes in these genes with life span are currently lacking. 展开更多
关键词 iceland american college medical genetics genomics life span preventive measures actionable genotypes preventive therapeutic measures therapeutic measures
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Assessment of Coastal Socio-economic Exposure Under the Impact of Future Typhoons Landing in China
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作者 LI Cuihua CAI Rongshuo TAN Hongjian 《Chinese Geographical Science》 2026年第1期50-63,共14页
China’s coastal regions,characterized by dense populations and industrial agglomeration,face escalating threats from typhoon disasters.Understanding the evolution of socio-economic exposure to future typhoon landfall... China’s coastal regions,characterized by dense populations and industrial agglomeration,face escalating threats from typhoon disasters.Understanding the evolution of socio-economic exposure to future typhoon landfalls under global change is critical for effective disaster risk management.This study utilizes future typhoon track data simulated by the regional climate model version 4(RegCM4),combined with projected population and Gross Domestic Product(GDP)data for China’s coastal regions under three Shared Socioeconomic Pathways(SSPs:SSP1,sustainability;SSP2,middle of the road;SSP5,fossil-fueled development).We analyze typhoon impact zones for future periods(2030s,2050s,and 2090s)under Representative Concentration Pathways(RCPs:RCP2.6,RCP4.5,and RCP8.5,representing low,medium,and high greenhouse gas emission scenarios,respectively).Exposure levels for 2030,2050,and 2100 are calculated based on the annual average frequency of typhoon impacts during these periods,aiming to quantify the distribution characteristics of typhoon-affected population and GDP in China’s coastal regions.Key findings reveal two high-frequency typhoon im-pact zones:the Taiwan Strait region and the northern Qiongzhou Strait region.Furthermore,under RCP2.6,typhoon impacts may ex-tend to Liaoning,while RCP4.5 and RCP8.5 scenarios indicate potential impacts reaching further north to Heilongjiang.Under RCP4.5,Northeast China will experience the largest typhoon-affected area(43.800×10^(4) km^(2))by the 2030s.High population and GDP exposure concentrates in the Yangtze River Delta,the Pearl River Delta,and the Taiwan Strait coastal areas.Notably,Liaoning’s cumulative ex-posed population may exceed 0.100×10^(8) by 2030 and 2050 under RCP4.5 and RCP8.5 due to typhoon track migration.Given China’s location within the Western Pacific typhoon high-incidence region,the northward expansion of impacts will substantially escalate socio-economic exposure in mid-latitude regions previously at lower risk.These findings underscore the imperative for enhanced disaster pre-vention,mitigation strategies and targeted countermeasure research. 展开更多
关键词 TYPHOON coastal regions SOCIO-ECONOMIC EXPOSURE disaster prevention China
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Dexamethasone for prevention of AMS,HACE,and HAPE and for limiting impairment of performance after rapid ascent to high altitude:a narrative review
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作者 Johannes Burtscher Hannes Gatterer +1 位作者 Beth A.Beidleman Martin Burtscher 《Military Medical Research》 2026年第1期159-168,共10页
Acute exposure to high altitude can cause acute altitude illnesses and is associated with impaired cognitive and physical performance.The most effective preventive strategies currently recommended include environmenta... Acute exposure to high altitude can cause acute altitude illnesses and is associated with impaired cognitive and physical performance.The most effective preventive strategies currently recommended include environmental acclimatization(slow ascent and/or pre-acclimatization)or pharmacological support of acclimatization using acetazolamide.However,these strategies are not practical for high-altitude exposures that require rapid and unplanned ascent,high physical and mental performance,such as rescue missions or military operations.Dexamethasone and other modulators of the glucocorticoid system take effect quickly and are effective alternatives for preventing acute altitude illnesses when rapidly ascending to high altitudes.As the efficacy of dexamethasone in preventing acute mountain illnesses remains controversial,a review of existing studies on the use of dexamethasone for the prevention of acute mountain sickness was conducted,aiming to determine the best strategy.Possible mechanisms of protection against acute altitude illnesses are discussed based on the results of clinical trials.The data indicate that dexamethasone is most effective at altitudes above 4000 m at doses of 8–16 mg/d.Appropriately designed and powered trials are needed to obtain more evidence-based results on the dosage and timing of dexamethasone administration,and to provide optimized recommendations for the application of this powerful pharmacological tool. 展开更多
关键词 Altitude illnesses PREVENTION DEXAMETHASONE Emergency Rescue mission Military operation
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The differential effects of lutein and zeaxanthin supplementation on myopia prevention in adolescents:a systematic review and Meta-analysis
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作者 Li Pei Ya Mo Jun-Guo Duan 《International Journal of Ophthalmology(English edition)》 2026年第2期370-378,共9页
AIM:To conduct a systematic review and Meta-analysis to determine the differential effects of combined lutein and zeaxanthin supplementation on myopia prevention in teenagers.It also investigates the effects of supple... AIM:To conduct a systematic review and Meta-analysis to determine the differential effects of combined lutein and zeaxanthin supplementation on myopia prevention in teenagers.It also investigates the effects of supplements dosage,intervention duration,and geographical variation on intervention results.METHODS:A systematic search and screening of randomized controlled trials(RCTs)completed between 2014 and 2023 was undertaken using the PubMed,EMBASE,Cochrane Library,and Web of Science databases,in accordance with the PRISMA recommendations.The Cochrane risk of bias method was used to assess the quality of the studies.A Meta-analysis was performed using Stata 17.0 to calculate standardized mean differences(SMDs)and 95%confidence intervals(CIs).Subgroup analyses were performed to look at the effects of different doses,intervention periods,and geographic areas.Additionally,publication bias was assessed using Egger’s test.RESULTS:Ten studies including 1035 participants with myopia were analyzed.Supplementation with lutein and zeaxanthin resulted in a significant reduction in axial length elongation among adolescents in the intervention group(SMD=-0.40,P=0.001),an increase in macular pigment optical density(SMD=0.50,P=0.010),and an enhancement in visual sensitivity(SMD=0.53,P=0.008).Subgroup analyses revealed that participants receiving high doses and those undergoing intervention for more than 12mo exhibited significantly improved outcomes compared to those in the low-dose and short-term groups(high-dose vs low-dose:SMD=-0.41 vs-0.22,P=0.003;>12mo vs 6-12mo:SMD=-0.43 vs-0.23,P=0.004,respectively).Furthermore,Egger’s test indicated no significant publication bias(P=0.094).CONCLUSION:Combined lutein and zeaxanthin supplementation has a significant effect on myopia prevention in adolescents,with more pronounced benefits observed in high-dose and long-term interventions.The findings provide scientific evidence for its use as an adjunctive approach in myopia control. 展开更多
关键词 LUTEIN ZEAXANTHIN myopia prevention META-ANALYSIS
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Efficacy of indomethacin for the prevention of post-endoscopic retrograde cholangiopancreatography pancreatitis:A comprehensive meta-analysis of randomized controlled trials
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作者 Fu Tian Zhi-Cheng Huang +1 位作者 Hayat Khizar Kai Qiu 《World Journal of Gastroenterology》 2026年第1期192-207,共16页
BACKGROUND Post-endoscopic retrograde cholangiopancreatography pancreatitis(PEP)is a prevalent and potentially serious complication in patients undergoing endoscopic retrograde cholangiopancreatography.AIM To comprehe... BACKGROUND Post-endoscopic retrograde cholangiopancreatography pancreatitis(PEP)is a prevalent and potentially serious complication in patients undergoing endoscopic retrograde cholangiopancreatography.AIM To comprehensively assess the efficacy of indomethacin therapy in reducing PEP risk.METHODS We searched PubMed,EMBASE,Scopus,and Cochrane Library databases to identify randomized controlled trials(RCTs)that compared rectal indomethacin with a control group to prevent PEP.Duplicates were removed,and studies were included based on the established inclusion criteria.We used the Cochrane Collaboration’s tool to assess the risk of bias in the RCTs.A random-effects model was applied to produce pooled risk ratios(RRs)with 95%confidence intervals(CIs).RESULTS We included a total of 30 RCTs involving 16977 patients.Compared to the control group,rectal indomethacin showed comparable rates of overall PEP(PEP;RR=0.85,95%CI:0.69-1.04,I2=79%)with no statistically significant difference of RR in mild(RR=0.92,95%CI:0.74-1.14),moderate(RR=0.78,95%CI:0.59-1.02),or severe PEP(RR=1.12,95%CI:0.75-1.67).There was also no difference in cases of adverse events(RR=0.97,95%CI:0.69-1.35),abdominal pain(RR=1.14,95%CI:0.80-1.62),bleeding(RR=1.07,95%CI:0.70-1.63),or mortality(RR=0.86,95%CI:0.56-1.33)between the two groups.Subgroup analyses were also performed.CONCLUSION Rectal indomethacin appears to be safe and may offer benefit in selected high-risk patients,though findings should be interpreted with caution due to high heterogeneity. 展开更多
关键词 Post-endoscopic retrograde cholangiopancreatography pancreatitis INDOMETHACIN Pancreatitis prevention PROPHYLAXIS META-ANALYSIS
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Aerobic exercise–induced myokine irisin release:A novel strategy to promote neuroprotection and improve cognitive function
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作者 Jae-Won Choi Rengasamy Balakrishnan 《Neural Regeneration Research》 2026年第1期306-307,共2页
Challenges in the prevention and treatment of mild cognitive impairment associated with Alzheimer's disease:Increased life expectancy due to advancements in medical care has given rise to an aging population,accom... Challenges in the prevention and treatment of mild cognitive impairment associated with Alzheimer's disease:Increased life expectancy due to advancements in medical care has given rise to an aging population,accompanied by a surge in the incidence of incurable neurodegenerative diseases(NDDs).These diseases primarily affect the cognitive and behavioral functions of older adults by impacting brain activity.Mild cognitive impairment(MCI)is a neurodegenerative condition that affects a significant portion of the population. 展开更多
关键词 PREVENTION DISEASES COGNITIVE
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Expert consensus on the diagnosis and management of tooth developmental anomalies
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作者 Jingxian Zhu Mian Wan +24 位作者 Xiaohong Duan Zhipeng Fan Yao Sun Xudong Wang Shuguo Zheng Liwei Zheng Qinglin Zhu Dong Chen Jiewen Dai Dong Han Miao He Cui Huang Yuegui Jiang Zhonglin Jia Yihuai Pan Yongchu Pan Tiemei Wang Wenmei Wang Baoshan Xu Wei Yin Tingting Zhang Yanli Zhang Zhenjin Zhao Zhuan Bian Yaling Song 《International Journal of Oral Science》 2026年第1期51-65,共15页
Tooth developmental anomalies are a group of disorders caused by unfavorable factors affecting the tooth development process,resulting in abnormalities in tooth number,structure,and morphology.These anomalies typicall... Tooth developmental anomalies are a group of disorders caused by unfavorable factors affecting the tooth development process,resulting in abnormalities in tooth number,structure,and morphology.These anomalies typically manifest during childhood,impairing dental function,maxillofacial development,and facial aesthetics,while also potentially impacting overall physical and mental health.The complex etiology and diverse clinical phenotypes of these anomalies pose significant challenges for prevention,early diagnosis,and treatment.As they usually emerge early in life,long-term management and multidisciplinary collaboration in dental care are essential.However,there is currently a lack of systematic clinical guidelines for the diagnosis and treatment of these conditions,adding to the difficulties in clinical practice.In response to this need,this expert consensus summarizes the classifications,etiology,typical clinical manifestations,and diagnostic criteria of tooth developmental anomalies based on current clinical evidence.It also provides prevention strategies and stage-specific clinical management recommendations to guide clinicians in diagnosis and treatment,promoting early intervention and standardized care for these anomalies. 展开更多
关键词 PREVENTION clinical manifestations diagnosis ETIOLOGY tooth developmental anomalies diagnostic criteria management clinical guidelines
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Rethinking dementia in the oldest old:Lessons to learn for the diagnosis and treatment of Alzheimer's disease
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作者 Chiara Giuseppina Bonomi Caterina Motta +3 位作者 Martina Gaia Di Donna Martina Poli Giacomo Koch Alessandro Martorana 《Neural Regeneration Research》 2026年第7期2926-2927,共2页
Dementia and Alzheimer's disease (AD) are both age-related conditions that predominantly affect older adults.According to prevalence studies,the burden of these diseases on society is expected to increase in the c... Dementia and Alzheimer's disease (AD) are both age-related conditions that predominantly affect older adults.According to prevalence studies,the burden of these diseases on society is expected to increase in the coming years,particularly in relation to rising longevity and life expectancy.Advances in therapeutic and preventive strategies are needed to help reduce their global burden,which remains among the most significant health challenges in aging populations (Brookmeyer et al.,2007). 展开更多
关键词 therapeutic preventive strategies prevalence LONGEVITY DEMENTIA Alzheimers disease prevalence studiesthe life expectancy therapeutic strategies
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A Review of Evidence-Based Research on Rehabilitation Nursing after Joint Replacement Surgery
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作者 Ying Wang 《Journal of Clinical and Nursing Research》 2026年第1期41-47,共7页
With the intensification of population aging,knee and hip joint replacement surgeries have become core methods for treating end-stage joint diseases,with over a million cases performed globally each year.Postoperative... With the intensification of population aging,knee and hip joint replacement surgeries have become core methods for treating end-stage joint diseases,with over a million cases performed globally each year.Postoperative rehabilitation nursing,as a crucial aspect of enhancing surgical outcomes,reducing complications,and facilitating patients’return to normal life,has its scientific and effective protocols directly influencing patient prognosis.This article systematically reviews the core research findings on rehabilitation nursing after joint replacement surgery based on the concept of evidence-based medicine,aiming to provide references for the formulation of standardized and personalized rehabilitation nursing plans in clinical settings. 展开更多
关键词 Joint replacement surgery Rehabilitation nursing Evidence-based medicine Functional recovery Complication prevention
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Recent advances in immunotherapy targeting amyloid-beta and tauopathies in Alzheimer’s disease
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作者 Sha Sha Lina Ren +5 位作者 Xiaona Xing Wanshu Guo Yan Wang Ying Li Yunpeng Cao Le Qu 《Neural Regeneration Research》 2026年第2期577-587,共11页
Alzheimer’s disease,a devastating neurodegenerative disorder,is characterized by progressive cognitive decline,primarily due to amyloid-beta protein deposition and tau protein phosphorylation.Effectively reducing the... Alzheimer’s disease,a devastating neurodegenerative disorder,is characterized by progressive cognitive decline,primarily due to amyloid-beta protein deposition and tau protein phosphorylation.Effectively reducing the cytotoxicity of amyloid-beta42 aggregates and tau oligomers may help slow the progression of Alzheimer’s disease.Conventional drugs,such as donepezil,can only alleviate symptoms and are not able to prevent the underlying pathological processes or cognitive decline.Currently,active and passive immunotherapies targeting amyloid-beta and tau have shown some efficacy in mice with asymptomatic Alzheimer’s disease and other transgenic animal models,attracting considerable attention.However,the clinical application of these immunotherapies demonstrated only limited efficacy before the discovery of lecanemab and donanemab.This review first discusses the advancements in the pathogenesis of Alzheimer’s disease and active and passive immunotherapies targeting amyloid-beta and tau proteins.Furthermore,it reviews the advantages and disadvantages of various immunotherapies and considers their future prospects.Although some antibodies have shown promise in patients with mild Alzheimer’s disease,substantial clinical data are still lacking to validate their effectiveness in individuals with moderate Alzheimer’s disease. 展开更多
关键词 Alzheimer’s disease amyloid deposits AMYLOID-BETA antibody cognitive dysfunction dementia IMMUNOTHERAPY OLIGOMER preventive immunization tau hyperphosphorylation
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Genetic Evolution Analysis of Rabies Virus in Jiangsu Province,China
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作者 Minghui Zhang Yuanfang Qin +8 位作者 Na zhang Yuqiao Liu Jun Yang Xiaonuo Xu Pengcheng Yu Shuqing Liu Qian Liu Xiaoyan Tao Wuyang Zhu 《Biomedical and Environmental Sciences》 2026年第2期245-250,共6页
Rabies is a zoonotic disease with an estimated global mortality of 59,000 people annually and a burden of more than 3.7 million disability-adjusted life years(DALYs)that is caused by a neurotropic lyssavirus[1].Dogs a... Rabies is a zoonotic disease with an estimated global mortality of 59,000 people annually and a burden of more than 3.7 million disability-adjusted life years(DALYs)that is caused by a neurotropic lyssavirus[1].Dogs are the primary source of human rabies,as more than 95%of human cases can be traced to dogs[2,3].China faces a substantial burden of rabies,having endured three major human rabies epidemics,which occurred in the 1950s,1981,and 2007[4].Implementation of various prevention and control measures has decreased the number of human rabies cases from 3,300 in 2007 to 167 in 2024.In China. 展开更多
关键词 rabies virus Jiangsu province neurotropic lyssavirus dogs neurotropic lyssavirus prevention control measures China genetic evolution zoonotic disease
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BAG3 in traumatic brain injury:A cell-type-specific modulator of tau hyperphosphorylation
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作者 Nicholas Sweeney Tae Yeon Kim Hongjun Fu 《Neural Regeneration Research》 2026年第6期2343-2344,共2页
BCL2-associated anthanogene 3 facilitates the clearance of tau protein aggregates:BCL2-associated anthanogene 3(BAG3)is a ubiquitously expressed and highly conserved multi-functional co-chaperone protein involved in m... BCL2-associated anthanogene 3 facilitates the clearance of tau protein aggregates:BCL2-associated anthanogene 3(BAG3)is a ubiquitously expressed and highly conserved multi-functional co-chaperone protein involved in many biological processes that supports cellular homeostasis,including the inhibition of apoptosis by preventing mitochondrial BAX localization(Lin et al.,2022)and the promotion of the degradation of hyperphosphorylated tau aggregates by its interactions with SQSTM1(p62)(Hamano and Mutoh,2022). 展开更多
关键词 inhibition apoptosis tau hyperphosphorylation traumatic brain injury cellular homeostasisincluding preventing mitochondrial bax localization lin BAG p biological processes
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Toward Robust Deepfake Defense:A Review of Deepfake Detection and Prevention Techniques in Images
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作者 Ahmed Abdel-Wahab Mohammad Alkhatib 《Computers, Materials & Continua》 2026年第2期119-152,共34页
Deepfake is a sort of fake media made by advanced AI methods like Generative Adversarial Networks(GANs).Deepfake technology has many useful uses in education and entertainment,but it also raises a lot of ethical,socia... Deepfake is a sort of fake media made by advanced AI methods like Generative Adversarial Networks(GANs).Deepfake technology has many useful uses in education and entertainment,but it also raises a lot of ethical,social,and security issues,such as identity theft,the dissemination of false information,and privacy violations.This study seeks to provide a comprehensive analysis of several methods for identifying and circumventing Deepfakes,with a particular focus on image-based Deepfakes.There are three main types of detection methods:classical,machine learning(ML)and deep learning(DL)-based,and hybrid methods.There are three main types of preventative methods:technical,legal,and moral.The study investigates the effectiveness of several detection approaches,such as convolutional neural networks(CNNs),frequency domain analysis,and hybrid CNN-LSTM models,focusing on the respective advantages and disadvantages of each method.We also look at new technologies like Explainable Artificial Intelligence(XAI)and blockchain-based frameworks.The essay looks at the use of algorithmic protocols,watermarking,and blockchain-based content verification as possible ways to stop certain things from happening.Recent advancements,including adversarial training and anti-Deepfake data generation,are essential because of their potential to alleviate rising concerns.This reviewshows that there aremajor problems,such as the difficulty of improving the capabilities of existing systems,the high running expenses,and the risk of being attacked by enemies.It stresses the importance of working together across fields,including academia,business,and government,to create robust,scalable,and ethical solutions.Themain goals of futurework should be to create lightweight,real-timedetection systems,connect them to large language models(LLMs),and put in place worldwide regulatory frameworks.This essay argues for a complete and varied plan to keep digital information real and build confidence in a time when media is driven by artificial intelligence.It uses both technical and non-technical means. 展开更多
关键词 Deepfake detection deepfake prevention generative adversarial networks(GANs) digital media integrity artificial intelligence ethics
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Extending Healthy Life Expectancy:The Promise of Addressing Preventable Chronic Disease through Healthy Lifestyle Intervention
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作者 Wei Bao 《Biomedical and Environmental Sciences》 2026年第2期129-130,共2页
Healthy life expectancy is a pivotal measure of population health by integrating both life expectancy and the quality of years lived.A significant increase in life expectancy was evident in most populations during the... Healthy life expectancy is a pivotal measure of population health by integrating both life expectancy and the quality of years lived.A significant increase in life expectancy was evident in most populations during the past decades worldwide[1],but the growth in healthy life expectancy has generally lagged behind[2].China has made substantial strides in enhancing both life expectancy and healthy life expectancy. 展开更多
关键词 life expectancy quality years population health healthy lifestyle intervention preventable chronic disease quality years lived healthy life expectancy
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Cell therapy rejuvenates the neuroglial-vascular unit
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作者 Bandy Chen 《Neural Regeneration Research》 2026年第4期1542-1543,共2页
The rise of the aging population parallels the rapidly increasing cases of neurological disorders. This puts pressure on scientists and physicians to find novel methods that can prevent and treat neurodegeneration. Th... The rise of the aging population parallels the rapidly increasing cases of neurological disorders. This puts pressure on scientists and physicians to find novel methods that can prevent and treat neurodegeneration. The brain is made up of a complex network of different cell types that work in tandem to maintain systemic homeostasis. 展开更多
关键词 maintain systemic homeostasis prevent treat neurodegeneration cell therapy neurological disorders neuroglial vascular unit network different cell types NEURODEGENERATION aging population
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Geologic hazard susceptibility assessment based on statistical optimization and machine learning:A case study of the Loess Plateau,Shaanxi Province,northwestern China
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作者 Hao Cheng Zhen-kai Zhang +5 位作者 Zeng-lin Hong Wen-long Zhang Hong-quan Teng Shuai Yang Zi-yao Wang Yu-xuan Dong 《China Geology》 2026年第1期136-151,共16页
This study developed a modeling methodology for statistical optimization-based geologic hazard susceptibility assessment,aiming to enhance the comprehensive performance and classification accuracy of the assessment mo... This study developed a modeling methodology for statistical optimization-based geologic hazard susceptibility assessment,aiming to enhance the comprehensive performance and classification accuracy of the assessment models.First,the cumulative probability method revealed that a low probability(15%)of geologic hazards between any two geologic hazard points occurred outside a buffer zone with a radius of 2297 m(i.e.,the distance threshold).The training dataset was established,consisting of negative samples(non-hazard points)randomly generated based on the distance threshold,positive samples(i.e.,historical hazards),and 13 conditioning factors.Then,models were built using five machine learning algorithms,namely random forest(RF),gradient boosting decision tree(GBDT),naive Bayes(NB),logistic regression(LR),and support vector machine(SVM).The comprehensive performance of the models was assessed using the area under the receiver operating characteristic curve(AUC)and overall accuracy(OA)as indicators,revealing that RF exhibited the best performance,with OA and AUC values of 2.7127 and 0.981,respectively.Furthermore,the machine learning models constructed by considering the distance threshold outperformed those built using the unoptimized dataset.The characteristic factors were ranked using the mutual information method,with their scores decreasing in the order of rainfall(0.1616),altitude(0.06),normalized difference vegetation index(NDVI;0.04),and distance from roads(0.03).Finally,the geologic hazard susceptibility classification was assessed using the natural breaks method combined with a clustering algorithm.The results indicate that the clustering algorithm exhibited higher classification accuracy than the natural breaks method.The findings of this study demonstrate that the proposed model optimization scheme can provide a scientific basis for the prevention and control of geologic hazards. 展开更多
关键词 COLLAPSE LANDSLIDE Debris flow Geologic hazard susceptibility assessment Machine learning RF-GBDT-NB-LR-SVM Cumulative probability Cluster analysis Loess Plateau Geologic hazard prevention and control Geological survey engineering
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Analysis of the Impact of Sterilization Qualification Rate of Disinfection Supply Center Equipment on Infection Occurrence in Geriatrics Department
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作者 Weijie Zhang Fengjuan Wang 《Journal of Clinical and Nursing Research》 2026年第1期360-365,共6页
As a critical department ensuring the sterility of hospital instruments,the Sterile Supply Center(SSC)directly impacts the sterility status of clinical instruments through its sterilization qualification rate.Geriatri... As a critical department ensuring the sterility of hospital instruments,the Sterile Supply Center(SSC)directly impacts the sterility status of clinical instruments through its sterilization qualification rate.Geriatric patients,due to physiological decline and compromised immune function,constitute a high-risk group for hospital-acquired infections,with more stringent requirements for instrument sterility.This paper analyzes the current status and influencing factors of sterilization qualification rates in SSCs,explores the mechanistic association between sterilization qualification rates and infections in geriatric departments,and proposes targeted strategies to improve sterilization qualification rates.It highlights the pivotal role of SSC instrument sterilization in infection prevention and control for geriatric patients,providing theoretical basis and practical guidance for optimizing SSC management,reducing infection rates in geriatric departments,and ensuring the safety of elderly patients’medical care.These findings aim to enhance overall infection management standards in hospitals. 展开更多
关键词 Central sterile supply(CSS) Sterilization compliance rate of medical devices Geriatrics department Hospital-acquired infections(HAI) Infection prevention and contr
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MASK:An efficient mechanism to extend inter-domain IP spoofing preventions
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作者 LU XiCheng LV GaoFeng ZHU PeiDong CHEN YiJiao 《Science in China(Series F)》 2008年第11期1745-1760,共16页
IP spoofing hinders the efficiency of DDoS defenses. While recent proposals of IP spoofing prevention mechanisms are weak at filtering spoofing packets due to the complexity in maintaining source IP spaces and the low... IP spoofing hinders the efficiency of DDoS defenses. While recent proposals of IP spoofing prevention mechanisms are weak at filtering spoofing packets due to the complexity in maintaining source IP spaces and the low incentive of deployments. To address this problem, we propose an efficient mechanism to extend the range of inter-domain IP spoofing prevention called MASK. Source MASK nodes inform destination MASK nodes about the source IP spaces and labels of their neighbor Stub-ASes in order to implement the marking and verification of packets towards the Stub-ASes, and limit the number of MASK peers through the propagation of BGP updates so as to reduce the overheads of computing and storing of labels. By utilizing the method of extending the spoofing prevention to Stub-ASes, MASK can not only enlarge the domain of the spoofing prevention service, but also filter spoofing packets in advance. Through analysis and simulations, we demonstrate MASK's accuracy and effectiveness. 展开更多
关键词 DDOS IP spoofing prevention BGP
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