946 citations
- National University of SingaporeSG110 papers
- Duke UniversityUS21 papers
- Singapore General HospitalSG16 papers
- SingHealthSG11 papers
- Centre for Quantum TechnologiesSG8 papers
- Nanyang Technological UniversitySG8 papers
- National Heart Centre SingaporeSG7 papers
- University of AugsburgDE7 papers
- Imperial College LondonGB6 papers
- Institute of Data ScienceSG6 papers
- Singapore Eye Research InstituteSG6 papers
- Singapore National Eye CenterSG6 papers
137 papers
VSTaI: Design and Characterization of Variable-Stiffness Tactile Interfaces Based on 3D-Printed Structured Fabrics
Yiting Mo, Xinyuan Mao, Jashan Preet Singh +1
Realistic palpation training requires reliable rendering of soft tissue stiffness changes in real time, which is difficult to achieve with conventional simulators. This paper prese…
RELEAP: Reinforcement-Enhanced Label-Efficient Active Phenotyping for Electronic Health Records
Yang Yang, Kathryn I. Pollak, Bibhas Chakraborty +3
Objective: Electronic health record (EHR) phenotyping often relies on noisy proxy labels, which undermine the reliability of downstream risk prediction. Active learning can reduce…
Lightweight Relational Embedding in Task-Interpolated Few-Shot Networks for Enhanced Gastrointestinal Disease Classification
Xinliu Zhong, Leo Hwa Liang, Angela S. Koh +1
Traditional diagnostic methods like colonoscopy are invasive yet critical tools necessary for accurately diagnosing colorectal cancer (CRC). Detection of CRC at early stages is cru…
Artificial Intelligence without Restriction Surpassing Human Intelligence with Probability One: Theoretical Insight into Secrets of the Brain with AI Twins of the Brain
Guang-Bin Huang, M. Brandon Westover, Eng-King Tan +11
Artificial Intelligence (AI) has apparently become one of the most important techniques discovered by humans in history while the human brain is widely recognized as one of the mos…
Robust evaluation of vaccine effects based on estimation of vaccine efficacy curve
Ziwei Zhao, Xiangmei Ma, Paul Milligan +1
Background: The Cox model and its extensions assuming proportional hazards is widely used to estimate vaccine efficacy (VE). In the typical situation that VE wanes over time, the V…
FairFML: Fair Federated Machine Learning with a Case Study on Reducing Gender Disparities in Cardiac Arrest Outcome Prediction
Siqi Li, Qiming Wu, Xin Li +10
Objective: Mitigating algorithmic disparities is a critical challenge in healthcare research, where ensuring equity and fairness is paramount. While large-scale healthcare data exi…