GENERALIZABILITY

作品数:10被引量:15H指数:2
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相关领域:医药卫生更多>>
相关期刊:《npj Computational Materials》《Open Journal of Statistics》《ZTE Communications》《Neuroscience Bulletin》更多>>
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Reproducible Abnormalities and Diagnostic Generalizability of White Matter in Alzheimer’s Disease被引量:2
《Neuroscience Bulletin》2023年第10期1533-1543,共11页Yida Qu Pan Wang Hongxiang Yao Dawei Wang Chengyuan Song Hongwei Yang Zengqiang Zhang Pindong Chen Xiaopeng Kang Kai Du Lingzhong Fan Bo Zhou Tong Han Chunshui Yu Xi Zhang Nianming Zuo Tianzi Jiang Yuying Zhou Bing Liu Ying Han Jie Lu Yong Liu Multi-Center Alzheimer’s Disease Imaging(MCADI)Consortium 
This work was partially supported by the Science and Technology Innovation 2030 Major Projects(2022ZD0211600);the Beijing Natural Science Funds for Distinguished Young Scholars(JQ20036),the Beijing Nova Program(20220484177);the Fundamental Research Funds for the Central Universities(2021XD-A03);the National Natural Science Foundation of China(82172018 and 81871438);In addition,data collection and sharing for this project were funded by the National Natural Science Foundation of China(61633018,81571062,81400890,81471120,and 81701781).
Alzheimer’s disease(AD)is associated with the impairment of white matter(WM)tracts.The current study aimed to verify the utility of WM as the neuroimaging marker of AD with multisite diffusion tensor imaging datasets...
关键词:Alzheimer’s disease Diffusion tensor imaging White matter tracts Cross-validation 
Double Deep Q-Network Decoder Based on EEG Brain-Computer Interface被引量:1
《ZTE Communications》2023年第3期3-10,共8页REN Min XU Renyu ZHU Ting 
Brain-computer interfaces(BCI)use neural activity as a control signal to enable direct communication between the human brain and external devices.The electrical signals generated by the brain are captured through elec...
关键词:brain-computer interface(BCI) electroencephalogram(EEG) deep reinforcement learning(Deep RL) motion imaging(MI)generalizability 
Toward Artificial General Intelligence: Deep Reinforcement Learning Method to AI in Medicine
《Journal of Computer and Communications》2023年第9期84-120,共37页Daniel Schilling Weiss Nguyen Richard Odigie 
Artificial general intelligence (AGI) is the ability of an artificial intelligence (AI) agent to solve somewhat-arbitrary tasks in somewhat-arbitrary environments. Despite being a long-standing goal in the field of AI...
关键词:Artificial Intelligence Deep Learning General-Purpose Learning Agent GENERALIZABILITY Algorithmic Flexibility Internal Autonomy 
A critical examination of robustness and generalizability of machine learning prediction of materials properties被引量:2
《npj Computational Materials》2023年第1期1787-1795,共9页Kangming Li Brian DeCost Kamal Choudhary Michael Greenwood Jason Hattrick-Simpers 
Recent advances in machine learning(ML)have led to substantial performance improvement in material database benchmarks,but an excellent benchmark score may not imply good generalization performance.Here we show that M...
关键词:PREDICTION adding CRITICAL 
Kernel-blending connection approximated by a neural network for image classification被引量:5
《Computational Visual Media》2020年第4期467-476,共10页Xinxin Liu Yunfeng Zhang Fangxun Bao Kai Shao Ziyi Sun Caiming Zhang 
the National Natural Science Foundation of China(Grant Nos.61972227 and 61672018);the Natural Science Foundation of Shandong Province(Grant No.ZR2019MF051);the Primary Research and Development Plan of Shandong Province(Grant No.2018GGX101013);the Fostering Project of Dominant Discipline and Talent Team of Shandong Province Higher Education Institutions。
This paper proposes a kernel-blending connection approximated by a neural network(KBNN)for image classification.A kernel mapping connection structure,guaranteed by the function approximation theorem,is devised to blen...
关键词:image classification blending neural network function approximation kernel mapping connection GENERALIZABILITY 
Methodological Considerations Which Could Improve Spinal Cord Injury Research
《Journal of Science in Sport and Exercise》2020年第1期38-46,共9页Gabriel Zieff Sabina Miller Daniel Credeur Lee Stoner 
Advances in spinal cord injury-based research in the last 50 years have resulted in significant improvements to therapy options.However,the efficacy of such research could be further enhanced if threats to internal an...
关键词:Internal validity External validity GENERALIZABILITY Clinical inference 
A Scale of Parental Anxiety about Pediatric Emergency Medical Care Services of Japan: Development, Reliability, Validity, Generalizability and Usefulness
《Health》2017年第10期1427-1458,共32页Ikuko Sobue Kimie Tanimoto Susumu Itoh 
Aim: The purpose of this study was to develop a scale, “parental anxiety about pediatric emergency medical care services” (PAPEMCS), and to evaluate its psychometric properties. Methods: Participants were 14,510 par...
关键词:PARENTAL ANXIETY Pediatric Emergency Medical Care SERVICES Reliability Validity GENERALIZABILITY and USEFULNESS SCALE Development 
The Social Identity Approach to Effective Leadership: An Overview and Some Ideas on Cross-Cultural Generalizability被引量:5
《Frontiers of Business Research in China》2016年第3期363-384,共22页Rolf van Dick Rudolf Kerschreiter 
When employees identify with the groups and organizations they work for, this typically has positive implications for work-related attitudes and behaviors. The present paper provides a focused overview of the social i...
关键词:social identity theory LEADERSHIP identity management socialidentity model of leadership leader-identity-transfer model 
Analysis of the Invariance and Generalizability of Multiple Linear Regression Model Results Obtained from Maslach Burnout Scale through Jackknife Method
《Open Journal of Statistics》2015年第7期645-651,共7页Tolga Zaman Kamil Alakus 
The purpose of this study was to examine the burnout levels of research assistants in Ondokuz Mayis University and to examine the results of multiple linear regression model based on the results obtained from Maslach ...
关键词:JACKKNIFE METHOD INVARIANCE GENERALIZABILITY Maslach BURNOUT SCALE Multiple Linear Regression Backward Elimination METHOD 
Case Variability Assessment on Performance-Based Medical Examination Using Generalizability Theory
《US-China Education Review(B)》2014年第1期56-62,共7页Gwo-Jen Guo Tsai-Wei Huang 
Due to rare experimental study about case variability in the clinical skills assessment, this study intended to compare case variability on a chronological clinical skill assessment conducted at Northeastern Ohio Univ...
关键词:case variability generalizability (G) theory medical examination clinical skills assessment 
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