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Siqi Li
ORCID
Publication Activity (10 Years)
Years Active: 2023-2023
Publications (10 Years): 3
Top Topics
Structured Data
Statistical Approaches
Health Records
Privacy Guarantees
Top Venues
CoRR
J. Am. Medical Informatics Assoc.
J. Biomed. Informatics
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Publications
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Siqi Li
,
Di Miao
,
Qiming Wu
,
Chuan Hong
,
Danny D'Agostino
,
Xin Li
,
Yilin Ning
,
Yuqing Shang
,
Huazhu Fu
,
Marcus Eng Hock Ong
,
Hamed Haddadi
,
Nan Liu
Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches.
CoRR
(2023)
Siqi Li
,
Yilin Ning
,
Marcus Eng Hock Ong
,
Bibhas Chakraborty
,
Chuan Hong
,
Feng Xie
,
Han Yuan
,
Mingxuan Liu
,
Daniel M. Buckland
,
Yong Chen
,
Nan Liu
FedScore: A privacy-preserving framework for federated scoring system development.
J. Biomed. Informatics
146 (2023)
Siqi Li
,
Pinyan Liu
,
Gustavo G. Nascimento
,
Xinru Wang
,
Fabio Renato Manzolli Leite
,
Bibhas Chakraborty
,
Chuan Hong
,
Yilin Ning
,
Feng Xie
,
Zhen Ling Teo
,
Daniel Shu Wei Ting
,
Hamed Haddadi
,
Marcus Eng Hock Ong
,
Marco Aurélio Peres
,
Nan Liu
Federated and distributed learning applications for electronic health records and structured medical data: a scoping review.
J. Am. Medical Informatics Assoc.
30 (12) (2023)