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Multimodal artificial intelligence integrates imaging,endoscopic,and omics data for intelligent decision-making in individualized gastrointestinal tumor treatment
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作者 Hui Nian Yi-Bin Wu +5 位作者 Yu Bai Zhi-Long Zhang Xiao-Huang Tu Qi-Zhi Liu De-Hua Zhou Qian-Cheng Du 《Artificial Intelligence in Gastroenterology》 2026年第1期1-19,共19页
Gastrointestinal tumors require personalized treatment strategies due to their heterogeneity and complexity.Multimodal artificial intelligence(AI)addresses this challenge by integrating diverse data sources-including ... Gastrointestinal tumors require personalized treatment strategies due to their heterogeneity and complexity.Multimodal artificial intelligence(AI)addresses this challenge by integrating diverse data sources-including computed tomography(CT),magnetic resonance imaging(MRI),endoscopic imaging,and genomic profiles-to enable intelligent decision-making for individualized therapy.This approach leverages AI algorithms to fuse imaging,endoscopic,and omics data,facilitating comprehensive characterization of tumor biology,prediction of treatment response,and optimization of therapeutic strategies.By combining CT and MRI for structural assessment,endoscopic data for real-time visual inspection,and genomic information for molecular profiling,multimodal AI enhances the accuracy of patient stratification and treatment personalization.The clinical implementation of this technology demonstrates potential for improving patient outcomes,advancing precision oncology,and supporting individualized care in gastrointestinal cancers.Ultimately,multimodal AI serves as a transformative tool in oncology,bridging data integration with clinical application to effectively tailor therapies. 展开更多
关键词 Multimodal artificial intelligence Gastrointestinal tumors individualized therapy Intelligent diagnosis Treatment optimization Prognostic prediction Data fusion Deep learning Precision medicine
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Stable carbon isotope compositions of individual light hydrocarbons in oils: New indicator of source facies and maturity
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作者 Donglin Zhang Meijun Li Rongzhen Qiao 《Geoscience Frontiers》 2025年第5期455-469,共15页
Light hydrocarbons(LHs)are key components of petroleum,and the carbon isotopes composition(δ^(13)C)of individual LHs contains a wealth of geochemical information.Forty-four oil samples from five different basins were... Light hydrocarbons(LHs)are key components of petroleum,and the carbon isotopes composition(δ^(13)C)of individual LHs contains a wealth of geochemical information.Forty-four oil samples from five different basins were analyzed using gas chromatography(GC),gas chromatography-mass spectrometry(GC–MS),and gas chromatography-isotope ratio mass spectrometry(GC-IRMS).Theδ^(13)C values of forty-three LHs were recognized and determined by comparing the GC and GC-IRMS methods.The results revealed significant differences inδ^(13)C distribution characteristics among different LH compounds.Theδ^(13)C variation of individual LHs in iso-paraffins showed the widest range,followed by cycloalkanes and aromatics,whereas theδ^(13)C variation in n-paraffins showed the narrowest range.Theδ^(13)C values of most individual LHs are primarily affected by the source facies and thermal evolution.Among them,c-1,3-dimethylcyclohexane(c-1,3DMCH)is mainly sourced from higher plants but may also form through abiotic mechanisms such as catalysis or cyclization.Theδ^(13)C values of c-1,3DMCH(δ^(13)Cc-1,3DMCH)primarily exhibit parental genetic characteristics,enabling effective distinction of oil from different source facies.Specifically,theδ^(13)Cc-1,3DMCH in marine oils,lacustrine oils,terrigenous oils,and coal-formed oils are<–22‰,from–22‰to−20.2‰,from−20.2‰to−18.4‰,and>−18.4‰,respectively.Moreover,maturity is the primary controlling factor forδ^(13)C values of 3MC7(δ^(13)C3MC7,3MC7:3-methylheptane),while the source facies serve as a secondary influence.The plot ofδ^(13)Cc-1,3DMCH andδ^(13)C3MC7 was introduced to classify source facies.Asδ^(13)Cc-1,3DMCH andδ^(13)C3MC7 increase,the source facies transits from marine to lacustrine,then terrigenous,and finally coal facies.Additionally,increasingδ^(13)C3MC7 indicates a relative increase in maturity.Therefore,theδ^(13)Cc-1,3DMCH vs.δ^(13)C3MC7 plot serves as an effective tool for distinguishing source facies and assessing relative maturity. 展开更多
关键词 Light hydrocarbons individual carbon isotope Source facies MAtuRITY
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Factors influencing cognitive function in Chinese elderly individuals:The role of traditional Chinese medicine in a large-scale cross-sectional study
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作者 Houqin Li Ran Chen +4 位作者 Jing Xia Feiyu He Yan Zhang Shulan Tang Cheng Ni 《Journal of Traditional Chinese Medical Sciences》 2025年第2期221-230,共10页
Objective:To identify key factors influencing cognitive function in the elderly,including traditional Chinese medicine(TCM)constitutional classification,and to rank their relative importance.Methods:We used cross-sect... Objective:To identify key factors influencing cognitive function in the elderly,including traditional Chinese medicine(TCM)constitutional classification,and to rank their relative importance.Methods:We used cross-sectional data from seven geographical regions across Chinese mainland.The Changsha version of the Montreal Cognitive Assessment was used to assess cognitive function.A“least absolute shrinkage and selection operator”(LASSO)model,multivariate linear regression analysis,and random forest(RF)model were used.Subgroup analyses were performed to examine the correlation between key TCM constitution types and cognitive function in different population subgroups.Results:A total of 24803 individuals aged 60 and above were included in the study.We selected 18 influential factors using the LASSO model.Higher education,being married,and having insurance were positively correlated with cognitive function in the elderly(all P<0.05).In contrast,poor sleep,vision impairment,hearing impairment,basic activities of daily living disability,instrumental activities of daily living disability,depression,hypertension,coronary heart disease,diabetes,stroke,yang-deficiency constitution(YADC),yin-deficiency constitution(YIDC),qi deficiency constitution(QDC),and blood stasis constitution(BSC)were negatively correlated with cognitive function(all P<0.05).YIDC and BSC affected all dimensions of cognitive function(all P<0.05).YADC mainly affected attention,language,abstraction(verbal analogies),memory,and orientation to time and place dimensions(P<0.001).QDC mainly affected language and abstraction(verbal analogies)dimensions(P<0.05).The negative correlations between BSC,YADC,YIDC,and QDC scores and cognitive function revealed statistically significant dif-ferences across most subgroups.The RF model identified education,BSC,and poor sleep quality as the three most influential factors in our study.Conclusion:BSC,YADC,YIDC,and QDC were associated with cognitive decline in the elderly.Our findings provide new perspectives and significant references for interventions for early-stage cognitive disorders. 展开更多
关键词 Cognitive function Influencing factors Traditional Chinese medicine constitution Elderly individuals
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Impact of gut microbiome on atrial fibrillation: Mechanistic insights and future directions in individualized medicine
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作者 Ajit Singh Brar Shree Laya Vemula +4 位作者 Vishnu Yanamaladoddi Sohail Sodhi Juniali Hatwal Aalam Sohal Akash Batta 《World Journal of Cardiology》 2025年第6期63-77,共15页
Atrial fibrillation(AF)is a growing global health burden,with a prevalence of over 52.55 million cases.Rising disability-adjusted life-years,increasing age,and disparities in care have contributed to the worsening sev... Atrial fibrillation(AF)is a growing global health burden,with a prevalence of over 52.55 million cases.Rising disability-adjusted life-years,increasing age,and disparities in care have contributed to the worsening severity and mortality of AF.Modifiable risk factors,such as hypertension,obesity,and diabetes mellitus,are associated with alterations in gut microbiota,making the gut-heart axis a potential therapeutic target.Gut dysbiosis influences AF pathogenesis through inflam-mation,metabolic disruption,and autonomic dysfunction.Key mechanisms include gut barrier dysfunction,short-chain fatty acid(SCFA)depletion,lipopoly-saccharides(LPS)-induced inflammation,and ferroptosis-mediated atrial remodeling.Trimethylamine N-oxide,bile acids,and tryptophan metabolites contribute to arrhythmogenic remodeling.Emerging evidence suggests that dietary interventions,including prebiotics and probiotics,as well as gut surveillance,may help mitigate AF progression.Clinical implications of gut modulation in AF include person-alized dietary strategies,microbiome assessment through metagenomic sequencing,and targeted interventions such as SCFA-based therapies and ferroptosis inhibition.Metabolite surveillance,including LPS and indoxyl sulfate monitoring,may influence the effectiveness of anticoagulant and antiarrhythmic therapy.Despite growing mechanistic evidence linking gut dysbiosis to AF,clinical applications remain unexplored.This review summarizes the current understanding of the gut microbiome's role in AF. 展开更多
关键词 Atrial fibrillation Gut microbiome DYSBIOSIS Inflammation Short-chain-fatty-acid Trimethylamine N-oxide Ferroptosis LIPOPOLYSACCHARIDES Microbiome-based therapy individualized care
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Research on Tissue Culture and Rapid Propagation Technology of Superior Individuals of Lonicera edulis Turcz 被引量:6
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作者 金灿 曹后男 +2 位作者 宗成文 李文剑 安丰云 《Agricultural Science & Technology》 CAS 2011年第11期1585-1588,共4页
[Objective] This paper aimed to study the tissue culture and rapid propagation technology of superior individuals of Lonicera edulis Turcz. [Method] Several superior individuals of Lonicera edulis Turcz were used as m... [Objective] This paper aimed to study the tissue culture and rapid propagation technology of superior individuals of Lonicera edulis Turcz. [Method] Several superior individuals of Lonicera edulis Turcz were used as materials for selecting the primary medium, subculture medium, rooting medium and acclimatization substrate during the tissue culture and rapid propagation. [Result] 6-BA was the optimal cytokinin for tissue culture of Lonicera edulis Turcz, compared with ZT; modified MS+1.0 mg/L of 6-BA + 0.2 mg/L of IBA was the optimal medium as primary and subculture medium, modified MS+ 1.5 mg/L of IBA was the optimal medium for rooting of Lonicera edulis Turcz, the rooting rate had achieved 100% after cultured for 30 d. The optimal substrate for transplanting plantlets of Lonicera edulis Turcz was composed of humus and perlite (1∶ 1, V/V), survival rate was as high as 95% after 30 d. [Conclusion] This study provided basis for the rapid propagation of superior seedlings of Lonicera edulis Turcz, as well as the establishment of industrialized breeding technical system and the implementation of scale production. 展开更多
关键词 Lonicera edulis turcz Tissue culture Superior individual
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Identification of Macropterous Individual of Cixiopsis punctatus(Hemiptera:Fulgoroidea:Tropiduchidae) Based on Morphological and Molecular Data 被引量:1
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作者 门秋雷 秦道正 《Entomotaxonomia》 CSCD 北大核心 2011年第3期213-219,共7页
The macropterous individual of Cixiopsis punctatus Matsumura is recognized based on morphological comparison and the mitochondrial COI gene sequences.The pairwise distances among the specimens examined ranged from 0 t... The macropterous individual of Cixiopsis punctatus Matsumura is recognized based on morphological comparison and the mitochondrial COI gene sequences.The pairwise distances among the specimens examined ranged from 0 to 0.0228.Mean distance between macropterous female(Cixiopsis sp.) and 5 brachypterous specimens of Cixiopsis punctatus is 0.0161,which was close enough to consider the macropterous female and brachypterous specimens to be the same species.The external morphology of macropterous female of Cixiopsis punctatus is firstly illustrated and described. 展开更多
关键词 HEMIPTERA TROPIDUCHIDAE Cixiopsis punctatus macropterous individual mitochondrial COI
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Individual identification on the basis of the songs of the Asian Stubtail(Urosphena squameiceps) 被引量:2
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作者 夏灿玮 黄蓉 +2 位作者 韦嫦春 聂频文 张雁云 《Chinese Birds》 2011年第3期132-139,共8页
We analyzed the songs of the Asian Stubtail (Urosphena squameiceps),a migratory passerine that breeds in northeast Asia.The possibility of individual identification of this species by songs was examined in a populatio... We analyzed the songs of the Asian Stubtail (Urosphena squameiceps),a migratory passerine that breeds in northeast Asia.The possibility of individual identification of this species by songs was examined in a population in northern China during the breeding season of 2010.Individuality was determined using discriminant function analysis,artificial neural networks and spectrographic cross-correlation.Our results show that,the rate of correct classification is satisfactory in this species,regardless of methods.From an applied perspective,spectrographic cross-correlation is most suitable.Besides its maximum rate of correct classification (89.4%),it does not require measurements of spectrograms,which is a necessity other methods and may introduce artificial errors.We hope that our result of individual identification on the basis of acoustic signals may open up a new research venue for this species. 展开更多
关键词 Asian Stubtail(Urosphena squameiceps) bird song individual identification
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Excavating and Expressing the Individuality Culture in the Environmental Landscape Design of Residential Plot——Taking the Environmental Landscape Section of ‘Miaojiang·Yujinyuan’ Residential Plot in Taijiang County of Guizhou Province as an Example
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作者 王志泰 包玉 张静 《Journal of Landscape Research》 2009年第6期1-4,共4页
Local culture resources were excavated and expressed in environmental landscape section of ‘Miaojiang ·Yujinyuan’ residential plot in Taijiang County of Guizhou Province, with lusheng, Bronze drum and national ... Local culture resources were excavated and expressed in environmental landscape section of ‘Miaojiang ·Yujinyuan’ residential plot in Taijiang County of Guizhou Province, with lusheng, Bronze drum and national architecture as design elements. Making environmental landscape of residential plot, where the minority nationality lived in, possess culture agreement and emotion arrangement. 展开更多
关键词 RESIDENTIAL PLOT Environmental LANDSCAPE individualITY CULtuRE Expression
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The Collision of Individualism in Chinese and American Talent Shows——A Case Study of American Idol and Super Girls
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作者 岑粤 柯小晓 《海外英语》 2012年第23期178-180,192,共4页
Recently,American talent shows with its unique glamour and huge profit have attracted many Chinese TV stations to imitate.The process of imitation is essentially a collision of American and Chinese cultures.This study... Recently,American talent shows with its unique glamour and huge profit have attracted many Chinese TV stations to imitate.The process of imitation is essentially a collision of American and Chinese cultures.This study focuses on American Idol and Super Girls,discusses their different manifestations of individualism and analyzes the reasons behind it.The analysis shows that the differences of the two countries'cultural background contribute to the different manifestations of individualism.In a word,during the process of imitating American talent shows,the problems of Chinese talent shows indicate that American individualism has its positive as well as negative effects.Consequently,Chinese people should hold a critical attitude toward American individualism. 展开更多
关键词 individualISM TALENT shows AMERICAN IDOL Super Gir
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TU2无氧铜的真空电子束焊接性能的有限元数值模拟分析
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作者 尹中会 王慧纯 +2 位作者 王少秋 马建国 刘振飞 《矿冶工程》 北大核心 2025年第4期180-185,共6页
为了在保证焊接接头质量的同时降低焊接能量消耗,通过SYSWELD仿真软件对TU2无氧铜电子束焊接时的焊接工艺参数进行优化。建立了30 mm厚TU2无氧铜板焊接模型与边界条件,根据电子束焊接的实际情况确定热源模型,改变焊接过程中能量消耗数... 为了在保证焊接接头质量的同时降低焊接能量消耗,通过SYSWELD仿真软件对TU2无氧铜电子束焊接时的焊接工艺参数进行优化。建立了30 mm厚TU2无氧铜板焊接模型与边界条件,根据电子束焊接的实际情况确定热源模型,改变焊接过程中能量消耗数值进行焊接仿真分析,并与实际焊接结果进行对比验证。结果表明,当双椭球热源能量输入为1260 J/mm、3D高斯热源能量输入为5000 J/mm时,不仅能保证铜板焊透,而且焊接消耗能量低,仿真得到的焊接熔池形貌和实际焊接结果基本一致,证明仿真设定的焊接参数在TU2焊接中的可行性,可为TU2焊接工艺参数优化提供依据。 展开更多
关键词 tu2 无氧铜 焊接 电子束焊接 焊接熔池 温度场 应力场 仿真分析
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Individualized minimally invasive treatment for adult testicular hydrocele: A pilot study 被引量:7
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作者 Le Lin Huai-Shan Hong +5 位作者 Yun-Liang Gao Jin-Rui Yang Tao Li Qing-Guo Zhu Lie-Fu Ye Yong-Bao Wei 《World Journal of Clinical Cases》 SCIE 2019年第6期727-733,共7页
BACKGROUND Hydrocelectomy is the gold standard for the treatment of hydrocele,but it often causes complications after surgery,including hematoma,infection,persistent swelling,hydrocele recurrence,and chronic pain. In ... BACKGROUND Hydrocelectomy is the gold standard for the treatment of hydrocele,but it often causes complications after surgery,including hematoma,infection,persistent swelling,hydrocele recurrence,and chronic pain. In recent years,several methods for minimally invasive treatment of hydrocele have been introduced,but they all have limitations. Herein,we introduce a new method of individualized minimally invasive treatment for hydrocele.AIM To present a new method for the treatment of adult testicular hydrocele.METHODS Fifty-two adult patients with idiopathic testicular hydrocele were included. The key point of this procedure was that the scope of the resection of the sheath of the tunica vaginalis was determined according to the maximum diameter(d) of the effusion measured by ultrasound and the maximum diameter of the portion of the sheath pulled out of the scrotum was approximately πd/2. The surgical procedure consisted of a 2-cm incision in the anterior wall of the scrotum,drainage of the effusion,and dissection of part of the sheath of the tunica vaginalis. After the sheath was peeled away to the predetermined target extent,the pulled-out sheath was removed. The intraoperative findings and postoperative complications were analyzed.RESULTS All patients were successfully treated with a median operation time of 18 min.The median maximum diameter of the effusion on ultrasound was 3.5 cm,and the median maximum diameter of the resected sheath was 5.5 cm. Complications occurred in four(7.7%) patients: two(3.8%) cases of mild scrotal edema,one(1.9%) case of scrotal hematoma,and one(1.9%) case of wound infection. All of the complications were grade I-II. Recurrent hydrocele,chronic scrotal pain,and testicular atrophy were not observed during a median follow-up of 12 mo.CONCLUSION We report a new technique for individualized treatment of testicular hydrocele,which is quantitative and minimally invasive and yields good outcomes. Further study is warranted to verify its potential value in clinical practice. 展开更多
关键词 TESTICULAR HYDROCELE individual treatment MINIMAL INVASION COMPLICATIONS Scrotoscope
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New Individual Identification Method of Radiation Source Signal Based on Entropy Feature and SVM 被引量:6
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作者 Yun Lin Xiao-Chun Xu Zi-Cheng Wang 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2014年第1期98-101,共4页
In this paper,according to the defect of methods which have low identification rate in low SNR,a new individual identification method of radiation source based on information entropy feature and SVM is presented. Firs... In this paper,according to the defect of methods which have low identification rate in low SNR,a new individual identification method of radiation source based on information entropy feature and SVM is presented. Firstly,based on the theory of multi-resolution wavelet analysis,the wavelet power spectrum of noncooperative signal can be gotten. Secondly,according to the information entropy theory,the wavelet power spectrum entropy is defined in this paper. Therefore,the database of signal's wavelet power spectrum entropy can be built in different SNR and signal parameters. Finally,the sorting and identification model based on SVM is built for the individual identification of radiation source signal. The simulation result indicates that this method has a high individual's identification rate in low SNR,when the SNR is greater than 4 dB,the identification rate can reach 100%. Under unstable SNR conditions,when the range of SNR is between 0 dB and 24 dB,the average identification rate is more than 92. 67%. Therefore,this method has a great application value in the complex electromagnetic environment. 展开更多
关键词 RADIATION source individual identification WAVELET power spectrum information ENTROPY support VECTOR machine
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LOCAL GOVERNMENT,ENTERPRISES AND INDIVIDUALS:ECONOMIC TRANSFORMATION IN THE PEARL RIVER DELTA—A Case Study in Beijiao Township,Shunde City 被引量:2
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作者 De-sheng Xue Xiao-pei Yan Graham Johnson 《Chinese Geographical Science》 SCIE CSCD 2001年第3期20-31,共12页
The Pearl River(Zhujiang)Delta(PRD)has been a focal point in reform era ac ademic circles not only for its dramatic industrial growth but a lso the simultaneous agricultural development.Unlike most of existing researc... The Pearl River(Zhujiang)Delta(PRD)has been a focal point in reform era ac ademic circles not only for its dramatic industrial growth but a lso the simultaneous agricultural development.Unlike most of existing research on the PRDeconomic development and transformation fromthe whole region level,this paper explored this question f romthe perspec-tive of a township using Beijiao in Shunde City as a case study.Unlike the c onclusions of existing studies whic h attribute the regional economic transition to the macro factors,particularly the influence of external investment,t his research re-veals that at the level of township,t he local government,the town-villa ge owned enterprises and the individ uals have been playing remarkable roles in local economic transformation.In the early stage since the economic reform,Beijiao township government,replacing the central a nd provincial governments before,b egan to manipulate the development o f town-village owned enterprises and lead the local economic transformation from agricultural to industrial dominated.As the town-village owned enterprises grew during the later years,they gra dually acted as the main dominant pla yer leading the local agricultural and industrial growth.At the same time the individuals in Beijiao were playing more in dependent role to gain their most profits.While the local government changed to be t he real manager of local economies.S o the local economic transition was not entirely externally driven.In another word,the“driven from outsidemodel can not totally explain the economic fact in this specific region. 展开更多
关键词 ECONOMIC transformation local GOV ernment ENTERPRISE individual
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PHYSICAL STRUCTURE OF GEOGRAPHICAL ENVIRONMENT-INTEGRITY AND DISPARITY,GENERALITY AND INDIVIDUALITY 被引量:2
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作者 李春芬 《Chinese Geographical Science》 SCIE CSCD 1993年第4期3-10,共8页
Integrity and disparity are two of the basic characteristics implied in the scientific connotation of the physical environment as a material system. From a dialectical materialistic point of view the physical characte... Integrity and disparity are two of the basic characteristics implied in the scientific connotation of the physical environment as a material system. From a dialectical materialistic point of view the physical character of geographical environment of the earth surface is the unity in diversity. It is on such grounds that the two basic characteristics were put forth by the author in his monograph 'Physical Structure of South American Geographical Environment' as the underlying theme. This holds true for the hierarchy of physical regions. For instance, the physical environment of the earth surface in unity behaves as a huge whole, yet, in differentiation into continents, it displays disparity; each continent differs from others and becomes an integrity in its own right. The same is true of regions of lower levels. In the case of generality and individuality of regional types and their constituent distributive areas in different continents, the same relationship exists among them. Owing to similar origin 展开更多
关键词 PHYSICAL structure of GEOGRAPHICAL environment INTEGRITY DISPARITY GENERALITY individualITY
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Pathophysiology and Individualized Management of Vasovagal Syncope and Postural Tachycardia Syndrome in Children and Adolescents:An Update 被引量:18
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作者 Ying Liao Junbao Du 《Neuroscience Bulletin》 SCIE CAS CSCD 2020年第6期667-681,共15页
Vasovagal syncope(VVS) and postural tachycardia syndrome(POTS) are the main forms of orthostatic intolerance in pediatrics and both are underlying causes of neurally-mediated syncope.In recent years,increasing attenti... Vasovagal syncope(VVS) and postural tachycardia syndrome(POTS) are the main forms of orthostatic intolerance in pediatrics and both are underlying causes of neurally-mediated syncope.In recent years,increasing attention has been paid to the management of VVS and POTS in children and adolescents.A number of potential mechanisms are involved in their pathophysiology,but the leading cause of symptoms varies among patients.A few studies thus have focused on the individualized treatment of VVS or POTS based on selected hemodynamic parameters or biomarkers that can predict the therapeutic effect of certain therapies and improve their effectiveness.This review summarizes the latest developments in individualized treatment of VVS and POTS in children and indicates directions for further research in this field. 展开更多
关键词 Vasovagal syncope Postural tachycardia syndrome individualized management PATHOPHYSIOLOGY CHILDREN Adolescents
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Social Sensors (S^2ensors): A Kind of Hardware-Software-Integrated Mediators for Social Manufacturing Systems Under Mass Individualization 被引量:2
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作者 Kai Ding Ping-Yu Jiang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2017年第5期1150-1161,共12页
Currently, little work has been devoted to the mediators and tools for multi-role production interactions in the mass individualization environment. This paper proposes a kind of hardware-software-integrated mediators... Currently, little work has been devoted to the mediators and tools for multi-role production interactions in the mass individualization environment. This paper proposes a kind of hardware-software-integrated mediators called social sensors (S2ensors) to facilitate the production interactions among customers, manufacturers, and other stakeholders in the social manufacturing systems (SMS). The concept, classification, operational logics, and for- malization of S2ensors are clarified. S2ensors collect sub- jective data from physical sensors and objective data from sensory input in mobile Apps, merge them into meaningful information for decision-making, and finally feed the decisions back for reaction and execution. Then, an S2en- sors-Cloud platform is discussed to integrate different S2- ensors to work for SMSs in an autonomous way. A demonstrative case is studied by developing a prototype system and the results show that S2ensors and S2ensors- Cloud platform can assist multi-role stakeholders interact and collaborate for the production tasks. It reveals the mediator-enabled mechanisms and methods for production interactions among stakeholders in SMS. 展开更多
关键词 Social sensors Social manufacturing system individualized production Production interaction
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Consistent habitat preference underpins the geographically divergent autumn migration of individual Mongolian common shelducks 被引量:4
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作者 Fanjuan MENG Xin WANG +5 位作者 Nyambayar BATBAYAR Tseveenmyadag NATSAGDORJ Batmunkh DAVAASUREN Iderbat DAMB Lei CAo Anthony DFox 《Current Zoology》 SCIE CAS CSCD 2020年第4期355-362,共8页
While many avian populations follow narrow,well-defined"migratory corridors,"individuals from other populations undertake highly divergent individual migration routes,using widely dispersed stopover sites en... While many avian populations follow narrow,well-defined"migratory corridors,"individuals from other populations undertake highly divergent individual migration routes,using widely dispersed stopover sites en route between breeding and wintering areas,although the reasons for these differences are rarely investigated.We combined individual GPS-tracked migration data from Mongolian-breeding common shelduck Tadorna tadorna and remote sensing datasets,to in-vestigate habitat selection at inland stopover sites used by these birds during dispersed autumn migration,to explain their divergent migration patterns.We used generalized linear mixed models to investigate population-level resource selection,and generalized linear models to investigate stopover-sit-level resource selection.The population-level model showed that water recurrence had the strongest positive effect on determining birds'occupancy at staging sites,while cultivated land and grassland land cover type had strongest negative effects;effects of other land cover types were negative but weaker,particularly effects of wwater seasonality and presence of a human foot-print,which were positive but weak or non-significant,respectively.Although stopover-site-level models showed variable resource selection patterns,the variance partitioning and cross-prediction AUC scores corroborated high inter-individual consistency in habitat selection at inland stopover sites during the dispersed autumn migration.These results suggest that the geographically wide-spread distribution(and generally rarity)of suitable habitats explained the spatially divergent autumn migrations of Mongolian breeding common shelduck,rather than the species showing flexible autumn staging habitat occupancy. 展开更多
关键词 common shelducks habitat selection individual variation resource selection function
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Evaluation of individualized treatment of nonproliferative diabetic retinopathy:a multicenter,randomized,parallel-controlled study 被引量:4
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作者 HUO Jian DUAN Junguo +4 位作者 LIU Lisha ZHANG Fuwen ZHU Keyu SUI Jiaqing JIAN Wenyuan 《Journal of Traditional Chinese Medicine》 SCIE CSCD 2022年第1期90-95,共6页
OBJECTIVE:To evaluate the differences in the efficacy of stationary treatment and individualized treatment for patients with nonproliferative diabetic retinopathy(NPDR).METHODS:This study was a randomized,controlled,m... OBJECTIVE:To evaluate the differences in the efficacy of stationary treatment and individualized treatment for patients with nonproliferative diabetic retinopathy(NPDR).METHODS:This study was a randomized,controlled,multicenter clinical trial.Participants with NPDR were randomized into the stationary treatment group or the individualized treatment group.The stationary treatment group was given the basic treatment and Qiming granules,and the individualized treatment group was given the basic treatment,Qiming granules,and individualized Chinese herbal medicines over a 12-week period.The individualized therapeutic formula was also changed over time to adjust to the changes in the clinical presentation of the patient.We conducted observations of fundus retinal exudation and hemorrhage,visual acuity,Traditional Chinese Medicine symptom scores and other indicators.RESULTS:A total of 140 participants with NPDR were randomized into the stationary treatment group or the individualized treatment group,and 132 participants completed this study.Following the 12-week treatment,significant improvements in both primary and secondary outcomes were observed in the stationary and individualized treatment groups.No remarkable difference in the primary outcomes between the two groups was observed.However,there was a significant difference in the Traditional Chinese Medicine symptom scores(18±7 vs 15±6;P<0.05).There were no severe adverse effects.CONCLUSION:Compared with stationary treatment,individualized treatment is more effective at relieving the Traditional Chinese Medicine symptoms and improving vision and fundus lesions at 12 weeks post treatment. 展开更多
关键词 diabetic retinopathy individualized treatment randomized controlled trial Qiming granules
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Participation in cooperative prey capture and the benefits gained from it are associated with individual personality 被引量:2
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作者 James L.L. LICHTENSTEIN Colin M. WRIGHT +3 位作者 Lauren P. LUSCUSKIE Graham A. MONTGOMERY PINTER-WOLLMAN Jonathan N. PRUITT 《Current Zoology》 SCIE CAS CSCD 2017年第5期561-567,共7页
In animal societies, behavioral idiosyncrasies of the individuals often guide which tasks theyshould perform. Such personality-specific task participation can increase individual task efficiency,thereby improving grou... In animal societies, behavioral idiosyncrasies of the individuals often guide which tasks theyshould perform. Such personality-specific task participation can increase individual task efficiency,thereby improving group performance. While several recent studies have documented group-levelbenefits of within-group behavioral (i.e., personality) diversity, how these benefits are realized atthe individual level is unclear. Here we probe the individual-level benefits of personality-driven taskparticipation in the social spider Stegodyphus dumicola. In S. dumicola, the presence of at leastone highly bold individual catalyzes foraging behavior in shy colony members, and all group con-stituents heavily compete for prey. We assessed boldness by examining how quickly spidersresumed normal movement after a simulated predator attack. We test here whether (1) participantsin collective foraging gain more mass from prey items and (2) whether bold individuals are less re-sistant to starvation than shy spiders, which would motivate the bold individuals to forage more.Next, we assembled colonies of shy spiders with and without a bold individual, added one preyitem, and then tracked the mass gain of each individual spider after this single feeding event. Wefound that spiders that participated in prey capture (whether bold or shy) gained more mass thannonparticipators, and colonies containing a single bold spider gained more total mass than purelyshy colonies. We also found that bold spiders participated in more collective foraging events andwere more susceptible to starvation than shy spiders, suggesting that the aggressive foraging ofbold individuals may represent a strategy to offset starvation risk. These findings add to the bodyof evidence that animal personality can shape social organization, individual performance, andgroup success. 展开更多
关键词 ANIMAL personality KEYSTONE individuals social behaviour task allocation.
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Effect of individualized nutrition interventions on clinical outcomes of pregnant women with gestational diabetes mellitus 被引量:7
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作者 Jian-Ying Luo Lang-Gui Chen +3 位作者 Mei Yan Yue-Jing Mei Ya-Qian Cui Min Jiang 《World Journal of Diabetes》 SCIE 2023年第10期1524-1531,共8页
BACKGROUND Gestational diabetes mellitus(GDM)can lead to excessive pregnancy weight gain(PWG),abnormal glucolipid metabolism,and delayed lactation.Therefore,it is necessary to provide appropriate and effective interve... BACKGROUND Gestational diabetes mellitus(GDM)can lead to excessive pregnancy weight gain(PWG),abnormal glucolipid metabolism,and delayed lactation.Therefore,it is necessary to provide appropriate and effective interventions for pregnant women with GDM.AIM To clarify the effects of individualized nutrition interventions on PWG,glucolipid metabolism,and lactation in pregnant women with GDM.METHODS The study population consisted of 410 pregnant women with GDM who received treatment at the Northern Jiangsu People's Hospital of Jiangsu Provinceand Yangzhou Maternal and Child Health Hospital between December 2020 and December 2022,including 200 who received routine in-terventions[control(Con)group]and 210 who received individualized nutrition interventions[research(Res)group].Data on PWG,glucolipid metabolism[total cholesterol,(TC);triglycerides(TGs);fasting blood glucose(FPG);glycosylated hemoglobin(HbA1c)],lactation time,perinatal complications(cesarean section,premature rupture of membranes,postpartum hemorrhage,and pregnancy-induced hypertension),and neonatal adverse events(premature infants,fetal macrosomia,hypo-glycemia,and respiratory distress syndrome)were collected for comparative analysis.RESULTS The data revealed markedly lower PWG in the Res group vs the Con group,as well as markedly reduced TG,TC,FPG and HbA1c levels after the intervention that were lower than those in the Con group.In addition,obviously earlier lactation and statistically lower incidences of perinatal complications and neonatal adverse events were observed in the Res group.CONCLUSION Individualized nutrition interventions can reduce PWG in pregnant women with GDM,improve their glucolipid metabolism,and promote early lactation,which deserves clinical promotion. 展开更多
关键词 individualized nutrition interventions Gestational diabetes mellitus Pregnancy weight gain Glycolipid metabolism Lactation time
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