基本信息
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职业迁徙
个人简介
10+ years experience on research for health data science.
Familiar with and Well-Experienced with the Following Things:
Data Analysis Technologies
Classic data mining/machine learning algorithms (NN, SVM, Decision Tree, Logistic Regression...)
Deep learning approaches (Feed Forward NN, CNN, RNN, GNN...)
Graph based learning
Matrix and tensor related technologies (Low-Rank Approximation, NMF/NTF, Sparse Learning...)
Frequent itemset/pattern mining (APRIORI, PrefixSpan, SPAM...)
Large Scale Learning (Stochastic Optimization, Online Learning, Hashing/Indexing...)
Similarity/Distance Metric Learning
Optimization (Gradient descent, Proximal methods...)
Mechanistic models (Differential equation...)
研究兴趣
论文共 915 篇作者统计合作学者相似作者
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期刊级别
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medRxiv : the preprint server for health sciences (2024)
Insa Mannstadt,Susan M. Goodman,Mangala Rajan,Sarah R. Young,Fei Wang, Iris Navarro-Millan,Bella Mehta
ACR OPEN RHEUMATOLOGY (2024)
Qiong Wu,Jiayi Tong, Bingyu Zhang,Dazheng Zhang, Jiajie Chen, Yuqing Lei, Yiwen Lu, Yudong Wang, Lu Li, Yishan Shen,Jie Xu,L. Charles Bailey,
ANNALS OF INTERNAL MEDICINEno. 2 (2024): 165-176
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGYno. 4 (2024): 2453-2468
Translational Psychiatryno. 1 (2024): 1-10
CNS NEUROSCIENCE & THERAPEUTICSno. 3 (2024)
JOURNAL OF PSYCHIATRY & NEUROSCIENCEno. 1 (2024): E11-E22
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