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| 1 | The China Alzheimer Report 2022显示文摘China’s population has rapidly aged over the recent decades of social and economic development as neurodegenerative disorders have proliferated,especially Alzheimer’s disease(AD)and related dementias(ADRD).AD’s incidence rate,morbidity,and mortality have steadily increased to make it presently the fifth leading cause of death among urban and rural residents in China and magnify the resulting financial burdens on individuals,families and society.The‘Healthy China Action’plan of 2019-2030 promotes the transition from disease treatment to health maintenance for this expanding population with ADRD.This report describes related epidemiological trends,evaluates the economic burden of the disease,outlines current clinical diagnosis and treatment status and delineates existing available public health resources.More specifically,it examines the public health impact of ADRD,including prevalence,mortality,costs,usage of care,and the overall effect on caregivers and society.In addition,this special report presents technical guidance and supports for the prevention and treatment of AD,provides expertise to guide relevant governmental healthcare policy development and suggests an information platform for international exchange and cooperation. | Rujing Ren Jinlei Qi Shaohui Lin Xinya Liu Peng Yin Zhihui Wang Ran Tang Jintao Wang Qiang Huang Jianping Li Xinyi Xie Yongbo Hu Shishuang Cui Yuan Zhu Xiaoping Yu Pengfei Wang Yikang Zhu Yiran Wang Yanyan Huang Yisong Hu Ying Wang Chunbo Li Maigeng Zhou Gang Wang | 2022 | General Psychiatry2022，35，1： | 20 |
| 2 | Construction of 1D Heterostructure NiCo@C/ZnO Nanorod with Enhanced Microwave Absorption显示文摘Layered double hydroxides(LDHs)have a special structure and atom composition,which are expected to be an excellent electromagnetic wave(EMW)absorber.However,it is still a problem that obtaining excellent EMWabsorbing materials from LDHs.Herein,we designed heterostructure NiCo-LDHs@ZnO nanorod and then subsequent heat treating to derive NiCo@C/ZnO composites.Finally,with the synergy of excellent dielectric loss and magnetic loss,an outstanding absorption performance could be achieved with the reflection loss of−60.97 dB at the matching thickness of 2.3 mm,and the widest absorption bandwidth of 6.08 GHz was realized at 2.0 mm.Moreover,this research work provides a reference for the development and utilization of LDHs materials in the field of microwave absorption materials and can also provide ideas for the design of layered structural absorbers. | Jianwei Wang Zirui Jia Xuehua Liu Jinlei Dou Binghui Xu Bingbing Wang Guanglei Wu | 2021 | Nano-Micro Letters2021，13，11： | 7 |
| 3 | The Extremely Hot and Dry Climatic Events and Potash Enrichment in Salt Lakes of the Jiangling Depression, Jianghan Basin显示文摘Objective A total of 820 million tons of potash reserves are predicted to exist in the Palaeocene–Eocene of the Jianghan Basin.However,the basin history is still unclear concerning the potash enriching conditions and mechanism.The Well SKD1 is the first exploration well drilled in the Paleogene of Jianghan Basin with continuous coring,which was implemented in the | WANG Chunlian LIU Chenglin YU Xiaocan LI Haonan LIU Jinlei | 2016 | Acta Geologica Sinica(English Edition)2016，90，2： | 6 |
| 4 | Construction of an Artificial Intelligence Traditional Chinese Medicine Diagnosis and Treatment Model Based on Syndrome Elements and Small-Sample Data显示文摘1.Introduction The combination of traditional Chinese medicine(TCM)and Western medicine has advantages in the treatment of chronic and complex diseases,for example,the introduction and application of TCM during the coronavirus disease 2019(COVID-19)epidemic in Hubei Province,China,had a total effective rate of 90%,thus establishing the efficacy of integrating TCM and Western medicine.However,the integration of TCM diagnosis and treatment methods with modern medicine,as well as their further development,is limited due to several significant challenges. | Jie Wang Lian Duan Hongzheng Li Jinlei Liu Hengwen Chen | 2022 | Engineering2022，8，1： | 4 |
| 5 | Changes in Life Expectancy of Respiratory Diseases from Attaining Daily PM_(2.5) Standard in China: A Nationwide Observational Study显示文摘Although exposure to air pollution increases the risk of premature mortality and years of life lost(YLL),the effects of daily air quality improvement to the life expectancy of respiratory diseases remained unclear.We applied a generalized additive model(GAM)to assess the associations between daily PM_(2.5) exposure and YLL from respiratory diseases in 96 Chinese cities during 2013–2016.We further estimated the avoidable YLL,potential gains in life expectancy,and the attributable fraction by assuming dailyPM_(2.5) concentration decrease to the air quality standards of China and World Health Organization.Regional and national results were generated by random-effects meta-analysis.A total of 861,494 total respiratory diseases and 586,962 chronic obstructive pulmonary disease(COPD)caused death from 96 Chinese cities were recorded during study period.Each 10 mg/m3 increase of PM_(2.5) in 3-day moving average(lag02)was associated with 0.16(95%CI:0.08,0.24)years increment in life expectancy from total respiratory diseases.The highest effect was observed in Southwest region with 0.42(95%CI:0.22,0.62)years increase in life expectancy.By attaining the WHO's Air Quality Guidelines,we estimated that an average of 782.09(95%CI:438.29,1125.89)YLLs caused by total respiratory death in each city could be avoided,which corresponded to 1.15%(95%CI:0.67%,1.64%)of the overall YLLs,and 0.12(95%CI:0.07,0.17)years increment in life expectancy.The results of COPD were generally consistent with total respiratory diseases.Our findings indicate that reduction in daily PM_(2.5) concentrations might lead to longer life expectancy from respiratory death. | Yin Yang Jinlei Qi Zengliang Ruan Peng Yin Shiyu Zhang Jiangmei Liu Yunning Liu Rui Li Lijun Wang Hualiang Lin | 2020 | The Innovation2020，1，3： | 3 |
| 6 | Recent Progress on Smart Fiber and Textile Based Wearable Strain Sensors:Materials,Fabrications and Applications显示文摘With the rapid development of smart products,fexible and stretchable smart wearable electronic devices gradually play an important role,and they are considered as the pioneers of the new generation of fexible electronic devices.Among these intelligent devices,fexible and stretchable strain sensors have been widely studied for their good fexibility,high sensitivity,high repeatability and huge potential for application in personal healthcare and motion detection.Moreover,unlike traditional rigid bulky sensors,the high-performance fexible strain sensors are lightweight portable devices with excellent mechanical and electrical performance,which can meet personalized needs and become more popular.Herein,the research progress of fexible strain sensors in recent years are reviewed,which mainly introducing the sensing principles and key parameters of strain sensors,commonly used conductive materials and fexible substrates and common preparation methods,and fnally proposes the future application and prospects of strain sensors. | Xuhua Liu Jinlei Miao Qiang Fan Wenxiao Zhang Xingwei Zuo Mingwei Tian Shifeng Zhu Xueji Zhang Lijun Qu | 2022 | Advanced Fiber Materials2022，4，3： | 3 |
| 7 | Mortality of Common Gastrointestinal Tract Cancers--Huai River Basin, 2008–2018显示文摘What is already known on this topic?Gastrointestinal(GI)tract cancer is a leading cause of death and produces a heavy disease burden.GI tract cancer in the Huai River Basin was reportedly higher than the national level during 2004–2006,while current mortality rates and variations have not been reported recently.What is added by this report?During 2008 to 2018,significant decreases were observed in the rates of esophageal cancer(from 28.5 to 13.2 per 100,000)and stomach cancer(from 32.1 to 16.5 per 100,000).There was no statistical difference for the mortality rates of colorectal cancer,which actually showed a significant increase among men aged 45 to 54 years and women aged below 55 years.Substantial disparities exist among different sexes,age groups,and geographical regions.What are the implications for public health practice?These results highlight that the mortality of GI tract cancers in the Huai River Basin in 2018 are similar to national levels and still produce a heavy disease burden.More attention is needed to provide important evidence for evaluating the improvement and remaining gaps in cancer prevention and control strategies in the Huai River Basin. | Jinlei Qi Lijun Wang Maigeng Zhou Baohua Wang Peng Yin Wei Wang Jiangmei Liu Yunning Liu Jing Wu | 2020 | China CDC weekly2020，2，16： | 3 |
| 8 | Incidence,Prevalence,and Mortality of Four Major Chronic Non-communicable Diseases—China,1990-2017显示文摘Introduction Chronic and non-communicable diseases(NCDs)have become an important public health concern in China.We aimed to estimate the incidence,prevalence,and mortality of four major NCDs including cardiovascular disease(CVD),cancer,chronic respiratory diseases(CRD),and diabetes in China during 1990-2017.Methods The general analytic framework of Global Burden of Diseases Study 2017(GBD 2017)was applied.Data from Disease Surveillance Point System,censuses,and Chinese Center for Disease Control and Prevention Cause-of-Death Reporting System were used for mortality estimates.National surveys,cancer registries,and published studies were used for incidence and prevalence estimates.Results In 2017,new cases for CVD,cancer,and diabetes were 13.5,4.6,and 3.3 million,an increase of 120.4%,159.7%,and 57.3%respectively compared with 1990.There were 9.6 million incident cases for CRD in 2017,a 4.9%decrease compared with 1990.A total of 8.1 million people died from cancer,CVD,CRD,and diabetes in China in 2017.There was a substantial decline in age-standardized mortality rate for CRD and a steady but slow decline for CVD and cancer.During 1990-2017,the age-standardized prevalence rate increased by 7.4%,135.2%,and 17.0%for CVD,cancer,and diabetes respectively.Conclusions and Implications for Public Health Practice The accumulated prevalence of the four major NCDs are increasing but the age-standardized mortality rate for CVD,cancer,and CRD has been on a decline during 1990-2017.More effective intervention strategies should be developed to deal with the continuously increasing burden caused by NCDs in China. | Peng Yin Jinlei Qi Yunning Liu Jiangmei Liu Jinling You Lijun Wang Maigeng Zhou | 2019 | China CDC weekly2019，1，3： | 2 |
| 9 | Multi-class 12-lead ECG automatic diagnosis based on a novel subdomain adaptive deep network显示文摘Arrhythmia is a common type of cardiovascular disease,which has become the leading cause of global deaths.Recently,the automatic 12-lead ECG diagnosis system based on numerous labelled data has attracted increasing attention.However,labelling 12-lead ECG recordings is a complex and time-consuming task for clinicians.And then,the existence of data distribution differences limits the direct cross domain use of the trained model.Enlighted by subdomain adaptation methods,this paper designs a novel subdomain adaptative deep network(SADN)for excavating diagnosis knowledge from source domain datasets.Firstly,the convolutional layer,residual blocks and SE-Residual blocks are utilized for extracting meaningful deep features automatically.Additionally,the feature classifier uses these deep features for obtaining the final diagnosis predictions.Further,designing a novel loss function with local maximum mean discrepancy is utilized for restricting data distribution discrepancy from different datasets.Finally,the Clinical Outcomes in Digital ECG and 1st China Physiological Signal Challenge datasets are utilized for evaluating the superiority of SADN,which presents that SADN enhances algorithm performance on the unlabelled target domain dataset.Further,compared with the existing methods,the proposed network structure acquires better performance with a F1-macro of 89.43%and a F1-macro1 of 87.09%.Besides,among the 4 kinds of ECG abnormalities,the diagnostic effect of the SADN is better than that of cardiology residents.Thus,SADN has promising potential as an auxiliary diagnostic tool for the clinical environment. | JIN YanRui LI ZhiYuan LIU YunQing LIU JinLei QIN Chengjin ZHAO LiQun LIU ChengLiang | 2022 | Science China(Technological Sciences)2022，65，11： | 2 |
| 10 | Trends of Mortality in End-Stage Liver Disease—China,2008–2020显示文摘Introduction:Liver cancer and cirrhosis represent the most prevalent forms of end-stage liver diseases(ESLDs).Notably,in China,deaths attributed to ESLDs contribute significantly to the global mortality rate of these disorders.Enhanced comprehension of the mortality profile associated with ESLDs in China could provide crucial insights into intervention prioritization,which could in turn help reduce the overall global burden of these diseases.Methods:Data were obtained from China’s Disease Surveillance Points system.The presentation includes both crude and age-standardized mortality rates,stratified by sex,residential location,and region.Using Joinpoint Regression,trends in annual mortality rates were estimated from the period of 2008 to 2020 and expressed as the average annual percentage change(AAPC).Results:In 2020,the gross mortality rate of ESLD stood at 30.08 cases per 100,000 individuals.A higher age-standardized ESLD mortality rate was observed in males and rural populations in comparison to their female and urban counterparts,respectively.Noticeably,the highest mortality rates associated with liver cancer and cirrhosis were reported in South and Southwest China,respectively.A positive correlation was noticed between age-specific ESLD mortality rates and advancing age.Interestingly,an annual decrease in the ESLD mortality rate was observed from 2008 to 2020.In urban contexts,the AAPC of cirrhosis was noted to be higher than that of liver cancer.Conclusions:The mortality rate associated with ESLDs in China decreased between 2008 and 2020.Nevertheless,the death burden attributable to ESLD continues to be alarmingly high.Future initiatives should prioritize the reduction of ESLD mortality in particular populations:males,elderly individuals,and those residing in rural regions of South and Southwest China.The emphasis of future interventions should beplaced on antiviral therapy for adults diagnosed with viral hepatitis,and on the prevention of hepatitis B virus(HBV)infection across all demographics. | Xiaoxiao Wang Huixin Liu Jinlei Qi Fangfang Zeng Lijun Wang Peng Yin Feng Liu Hongbo Li Yunning Liu Jiangmei Liu Lai Wei Xiaofeng Liang Yu Wang Huiying Rao Maigeng Zhou | 2023 | China CDC weekly2023，5，30： | 1 |
| 11 | Large-area hydrated vanadium oxide/carbon nanotube composite films for high-performance aqueous zinc-ion batteries显示文摘Synchronously reducing/self-assembling strategy on Zn substrate was designed to fabricate large-area cation-doped hydrated V_(2)O_(5)/multi-walled carbon nanotube(D-HVO/MWCNT)composite films.Interestingly,the Zn^(2+)ions are simultaneously doped in hydrated V_(2)O_(5) during the assembly process,which will be beneficial to the high electrochemical performance of hydrated V_(2)O_(5).By further combining 3D conductive MWCNT network,the freestanding D-HVO/MWCNT composite films display high capacity,excellent rate capability,and remarkable long-term cycling performance(up to 10,000 cycles with a high capacity retention of 98.5%).Moreover,owing to the high conductivity and flexibility of the D-HVO/MWCNT composite films,the softpackaged aqueous zinc-ion batteries(ZIBs)were constructed based on such composite films.The devices exhibit stable electrochemical performance even under different bending states.Therefore,such a strategy provides a promising route to achieve large-area carbon and metal oxides-based composite films with high performance and good flexibility. | Hongmei Cao Shenzhen Deng Zhiwei Tie Jinlei Tian Lili Liu Zhiqiang Niu | 2022 | Science China Chemistry2022，65，9： | 1 |
| 12 | Synthesis,Characterizations,Magnetism and Thermal Degradation of a 2-Fold Interpenetrated 3D Cobalt-Organic Framework显示文摘A new coordination polymer,[Co_(2)(L)_(2)(4,4'-bipy)]_(n)·3nH_(2)O(1)based on 5-(3-methyl-5-phenyl-4H-1,2,4-tri-azol-4-yl)isophthalic acid(H_(2)L)and 4,4'-bipyridine(4,4'-bipy)has been hydrothermally synthesized and character-ized by single-crystal X-ray diffraction,XRPD,IR,and elemental analysis.Temperature-dependent magnetic sus-ceptibility and thermal degradation for 1 were also studied.The asymmetric unit of compound 1 consists of two crystallographically independent Co(II)ion,two L^(2−)ligand,one 4,4'-bipy ligand,and three lattice water molecules.The 2D triangle networks were linked by the bridging 4,4'-bipy ligand to give rise to a 2-fold interpenetrated 3D architecture.The simplest cyclic motif of the 2D networks is a triangle ring consisting of three Co(II)cations and three L^(2−)ligands.So we can define Co(II)ions as 4-connected nodes and the L^(2−)ligands as 3-connected nodes.Thus,the 3D structure can be described as a 2-fold parallel interpenetrated ins InS 3,4-conn topology. | Linyan Yang Liangliang Xin Wen Gu Shengyun Liao Peiyao Du Jinlei Tian Yanping Zhang Rui Lv Xiaohua Wei Xin Liu Daizheng Liao | 2014 | Chinese Journal of Chemistry2014，32，3： | 1 |
| 13 | Hemagglutinin stem reactive antibody response in individuals immunized with a seasonal influenza trivalent vaccine显示文摘 | Xiaopeng Zhao Kun Qin Jinlei Guo Donghong Wang Zi Li Wenfei Zhu Liqi Liu Dayan Wang Yuelong Shu Jianfang Zhou | 2015 | Protein & Cell2015，6，6： | 1 |
| 14 | Two New Supramolecular Hybrids Based on Bi-capped Keggin {PMo12V2O42} Clusters and Transition Metal Mixed-organic-ligand Complexes显示文摘 | DUAN Weijie JIAO Shihui LIU Xu CHEN Jinlei CAO Xuan CHEN Yan XU Wei CUI Xiaobing XU Jiqing PANG Guangsheng | 2015 | Chemical Research in Chinese Universities2015，31，2： | 1 |
| 15 | Canine ACL reconstruction with an injectable hydroxyapatite/collagen paste for accelerated healing of tendon-bone interface显示文摘Healing of an anterior cruciate ligament(ACL)autologous graft in a bone tunnel occurs through the formation of fibrovascular scar tissue,which is structurally and compositionally inferior to normal fibrocartilaginous insertion and thus may increase the reconstruction failure and the rate of failure recurrence.In this study,an injectable hydroxyapatite/type I collagen(HAp/Col I)paste was developed to construct a suitable local microenvironment to accelerate the healing of bone-tendon interface.Physicochemical characterization demonstrated that the HAp/Col I paste was injectable,uniform and stable.The in vitro cell culture illustrated that the paste could promote MC3T3-E1 cells proliferation and osteogenic expression.The results of a canine ACL reconstruction study showed that the reconstructive ACL had similar texture and color as the native ACL.The average width of the tunnel,total bone volume,bone volume/tissue volume and trabecular number acquired from micro-CT analysis suggested that the healing of tendon-bone interface in experimental group was better than that in control group.The biomechanical test showed the maximal loads in experimental group achieved approximately half of native ACL’s maximal load at 24 weeks.According to histological examination,Sharpey fibers could be observed as early as 12 weeks postoperatively while a typical four-layer transitional structure of insertion site was regenerated at 48 weeks in the experimental group.The injectable HAp/Col I paste provided a biomimetic scaffold and microenvironment for early cell attachment and proliferation,further osteogenic expression and extracellular matrix deposition,and in vivo structural and functional regeneration of the tendon-bone interface. | Qingsong Jiang Liren Wang Zhanhong Liu Jinlei Su Yajun Tang Peijie Tan Xiangdong Zhu Kai Zhang Xing Ma Jia Jiang Jinzhong Zhao Hai Lin Xingdong Zhang | 2023 | Bioactive Materials2023，，2： | 1 |
| 16 | A scalable fish-school inspired self-assembled particle system for solar-powered water-solute separation显示文摘Complete separation of water and solute is the ultimate goal of water treatment,for maximized resource recycling.However,commercialized approaches such as evaporative crystallizers consume a large amount of electricity with a significant carbon footprint,leading to calls for alternative energy-efficient and eco-friendly strategies.Here,inspired by schooling fish,we demonstrate a collective system self-assembled by expanded polystyrene(EPS)-core/graphene oxide(GO)-shell particles,which enables autonomous,efficient and complete water-solute separation powered by sunlight.By taking advantage of surface tension,these tailored particles school together naturally and are bonded as a system to function collectively and coordinatively,to nucleate,grow and output salt crystals continuously and automatically out of even saturated brine,to complete water-solute separation.Solar-vapor conversion efficiency over 90%and salt production rate as high as 0.39 kg m^(-2) h^(-1) are achieved under 1-sun illumination for this system.It reduces the carbon footprint of~50 kg for treating 1-ton saturated brine compared with the commercialized approaches. | Ning Xu Haoran Zhang Zhenhui Lin Jinlei Li Guoliang Liu Xiuqiang Li Wei Zhao Xinzhe Min Pengcheng Yao Lin Zhou Yan Song Bin Zhu Shining Zhu Jia Zhu | 2021 | National Science Review2021，8，10： | 1 |
| 17 | Which factors have stronger explanatory power for primary wind dispersal distance of winged diaspores:the case of Zygophyllum xanthoxylon(Zygophyllaceae)?显示文摘Aims How seed dispersal distance is related to various factors is a major challenge for seed ecologists.However,there are different answers as to which factor is most important in determining wind dispersal distance.This study is to quantitatively describe the relationship between various factors and primary wind dispersal distance of winged diaspores.Methods The dispersal distances of five morphologies of winged diaspores in Zygophyllum xanthoxylum(Zygophyllaceae)were measured under controlled conditions in a wind tunnel.The explanatory power of environmental factor(i.e.wind speed),plant trait(i.e.release height)and diaspore attributes(i.e.wing loading(the ratio of diaspore mass to projected area),settlement-velocity,shape index(the variance of diaspore length,width and thickness))to the variation in dispersal distance was assessed by releasing diaspores at varying wind speeds and release heights.Important Findings Wind speed and seed release height were the strongest explanatory factors to dispersal distance,contributing 41.1%and 24.8%(P<0.01)to total variation in dispersal distance,respectively.Wind speed accounted more for relatively light disc-shaped seeds than for relatively heavy spherical seeds.Wing loading,shape index and settlement-velocity explained 9.0%(P<0.01),1.4%(P<0.01)and 0.9%(not significant)of the variation in dispersal distance,respectively.From disc-shaped to four-winged diaspores,relative contributions of wing loading and shape index decreased but contribution of settlementvelocity increased.The relative contributions of various factors to wind seed dispersal distance may change with the change in seed morphology. | Jinlei Zhu Minghu Liu Zhiming Xin Yingming Zhao Zhimin Liu | 2016 | Journal of Plant Ecology2016，9，3： | 1 |
| 18 | Ultrafast Hole Deformation Revealed by Molecular Attosecond Interferometry显示文摘Understanding the evolution of molecular electronic structures is the key to explore and control photochemical reactions and photobiological processes.Subjected to strong laser fields,electronic holes are formed upon ionization and evolve in the attosecond timescale.It is crucial to probe the electronic dynamics in real time with attosecond-temporal and atomic-spatial precision.Here,we present molecular attosecond interferometry that enables the in situ manipulation of holes in carbon dioxide molecules via the interferometry of the phase-locked electrons(propagating in opposite directions)of a laser-triggered rotational wave packet.The joint measurement on high-harmonic and terahertz spectroscopy(HATS)provides a unique tool for understanding electron dynamics from picoseconds to attoseconds.The optimum phases of two-color pulses for controlling the electron wave packet are precisely determined owing to the robust reference provided with the terahertz pulse generation.It is noteworthy that the contribution of HOMO-1 and HOMO-2 increases reflecting the deformation of the hole as the harmonic order increases.Our method can be applied to study hole dynamics of complex molecules and electron correlations during the strong-field process.The threefold control through molecular alignment,laser polarization,and the two-color pulse phase delay allows the precise manipulation of the transient hole paving the way for new advances in attochemistry. | Yindong Huang Jing Zhao Zheng Shu Yalei Zhu Jinlei Liu Wenpu Dong Xiaowei Wang Zhihui Lü Dongwen Zhang Jianmin Yuan Jing Chen Zengxiu Zhao | 2021 | Ultrafast Science2021，，1： | 1 |
| 19 | Cardiovascular Disease Mortality—China,2019显示文摘Introduction:Cardiovascular disease(CVD)is the leading cause of death and has caused a heavy burden in China.China has about 106 million CVD patients,including 33 million with stroke.This study presents the latest cardiovascular mortality in China in 2019 to provide evidence for disease control and prevention.Methods:Mortality data from the China Death Surveillance Point System(DSP System)was used for CVD mortality estimation.A descriptive analysis was conducted to demonstrate the results.Results:A total of 5.09 million CVD deaths were estimated in China in 2019,with a mortality rate and age-standardized mortality rate of 364.5 per 100,000 population and 276.0 per 100,000,respectively.Stroke is the leading cause of death,and the mortality rate and age-standardized mortality rate(ASMR)were 171.6 per 100,000 and 130.0 per 100,000,respectively.The second major cause was ischemic heart diseases,and the mortality rate and ASMR were 147.3 per 100,000 and 142.1 per 100,000,respectively.Stroke and ischemic heart diseases were the two major causes of CVD deaths,which accounted for over 87%of all CVD deaths.Conclusions:Although age-standardized mortality of CVD continues to decline in China,the number of deaths is still increasing.Therefore,prevention and control efforts for CVD should be maintained.In order to achieve the“Healthy China 2030”goal of reducing the mortality rate of CVD in China,it is necessary to further strengthen the prevention,control,and treatment capacity of stroke.Meanwhile,increases in ischemic heart disease deaths in highly developed areas should be monitored. | Jiangmei Liu Jinlei Qi Peng Yin Yunning Liu Jinling You Lin Lin Maigeng Zhou Lijun Wang | 2021 | China CDC weekly2021，3，15： | 1 |
| 20 | A novel lightweight computerized ECG interpretation approach based on clinical 12-lead data显示文摘Although 12-lead electrocardiograms(ECGs)provide a wide range of spatiotemporal characteristics,interpreting them for arrhythmia detection is difficult due to a lack of reliable large-scale clinical datasets.Herein,we proposed an innovative lightweight computerized ECG interpretation approach based on 12-lead data.Our model was trained,validated,and tested on 53845 standard 12-lead ECG records collected at Shanghai First People’s Hospital in affiliation with Shanghai Jiao Tong University.The experiments revealed that our approach had a classification accuracy of 94.41%in the classification task of seven types of rhythms,which was markedly superior to related single-lead and 12-lead ECG classification methods.Moreover,the average receiver operating characteristic area under the curve reached a value of 0.940,and the precision values for sinus tachycardia and sinus bradycardia were 0.945 and 0.91,respectively,with specificity values of 0.996 and 0.994.By employing our boosting method,we were able to improve the accuracy to 94.85%.To investigate the performance degradation of the proposed neural network in some classes,an ECG cardiologist was enlisted to review questionable ECGs;this process provides a promising direction for network performance improvement.Therefore,the proposed computerized ECG interpretation approach has practical significance because it could help professional physicians analyze patients’heart conditions based on real-time 12-lead ECG or grade their disease severity in advance. | LIU YunQing QIN ChengJin LIU JinLei JIN YanRui LI ZhiYuan ZHAO LiQun LIU ChengLiang | 2024 | Science China(Technological Sciences)2024，67，2： | 0 |
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