72 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Singapore Eye Research InstituteSG10 papers
- National University of SingaporeSG7 papers
- Duke-NUS Medical SchoolSG6 papers
- Nanyang Technological UniversitySG3 papers
- Agency for Science, Technology and ResearchSG2 papers
- Duke UniversityUS2 papers
- Harvard UniversityUS2 papers
- Imperial College LondonGB2 papers
- Institute of High Performance ComputingSG2 papers
- National University Health SystemSG2 papers
- Singapore General HospitalSG2 papers
- Singapore Institute of TechnologySG2 papers
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2023★ 41 cited
Federated and distributed learning applications for electronic health records and structured medical data: A scoping review
Siqi Li, Pinyan Liu, Gustavo G. Nascimento +12
Federated learning (FL) has gained popularity in clinical research in recent years to facilitate privacy-preserving collaboration. Structured data, one of the most prevalent forms…
cs.LG2022★ 32 cited
A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study
Yilin Ning, Siqi Li, Marcus Eng Hock Ong +4
Risk scores are widely used for clinical decision making and commonly generated from logistic regression models. Machine-learning-based methods may work well for identifying import…