An-Kwok Ian Wong

16 papers Misc 2Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters. AMAI@MICCAI Mahmoud Alwakeel, Emory Buck, Jonathan G. Martin, Imran Aslam, Sudarshan Rajagopal, Jian Pei, Mihai V. Podgoreanu, Christopher J. Lindsell, An-Kwok Ian Wong
2025	J	`jnl`	Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters. CoRR Mahmoud Alwakeel, Emory Buck, Jonathan G. Martin, Imran Aslam, Sudarshan Rajagopal, Jian Pei, Mihai V. Podgoreanu, Christopher J. Lindsell, An-Kwok Ian Wong
2025	J	`jnl`	Performance of Large Language Models in Answering Critical Care Medicine Questions. CoRR Mahmoud Alwakeel, Aditya Nagori, An-Kwok Ian Wong, Neal Chaisson, Vijay Krishnamoorthy, Rishikesan Kamaleswaran
2025	J	`jnl`	Predicting Antibiotic Resistance Patterns Using Sentence-BERT: A Machine Learning Approach. CoRR Mahmoud Alwakeel, Michael E. Yarrington, Rebekah H. Wrenn, Ethan Fang, Jian Pei, Anand Chowdhury, An-Kwok Ian Wong
2025	—	`conf`	WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation. NAACL (Findings) João Matos, Shan Chen, Siena Placino, Yingya Li, Juan Carlos Climent Pardo, Daphna Idan, Takeshi Tohyama, David S. Restrepo, Luis Filipe Nakayama, Jose M. M. Pascual-Leone, Guergana K. Savova, Hugo J. W. L. Aerts, Leo Anthony Celi, An-Kwok Ian Wong, Danielle S. Bitterman, Jack Gallifant
2024	J	`jnl`	A survey of skin tone assessment in prospective research. npj Digit. Medicine Vanessa R. Weir, Katelyn Dempsey, Judy Wawira Gichoya, Veronica Rotemberg, An-Kwok Ian Wong
2024	—	`conf`	EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models. AMAI@MICCAI João Matos, Jack Gallifant, Jian Pei, An-Kwok Ian Wong
2024	J	`jnl`	EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models. CoRR João Matos, Jack Gallifant, Jian Pei, An-Kwok Ian Wong
2024	—	`conf`	Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking. AMAI@MICCAI Inês Martins, João Matos, Tiago Gonçalves, Leo A. Celi, An-Kwok Ian Wong, Jaime S. Cardoso
2024	J	`jnl`	Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking. CoRR Inês Martins, João Matos, Tiago Gonçalves, Leo A. Celi, An-Kwok Ian Wong, Jaime S. Cardoso
2024	J	`jnl`	WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation. CoRR João Matos, Shan Chen, Siena Placino, Yingya Li, Juan Carlos Climent Pardo, Daphna Idan, Takeshi Tohyama, David S. Restrepo, Luis Filipe Nakayama, Jose M. M. Pascual-Leone, Guergana Savova, Hugo J. W. L. Aerts, Leo A. Celi, An-Kwok Ian Wong, Danielle S. Bitterman, Jack Gallifant
2022	Misc	`conf`	Benchmarking Emergency Department Triage Prediction Models with Machine Learning and Large Public Electronic Health Records. AMIA Feng Xie, Jun Zhou, Jin Wee Lee, Mingrui Tan, Siqi Li, Logasan S/O Rajnthern, Marcel Lucas Chee, Bibhas Chakraborty, An-Kwok Ian Wong, Alon Dagan, Marcus Eng Hock Ong, Fei Gao, Nan Liu
2021	J	`jnl`	Benchmarking Predictive Risk Models for Emergency Departments with Large Public Electronic Health Records. CoRR Feng Xie, Jun Zhou, Jin Wee Lee, Mingrui Tan, Siqi Li, Logasan S/O Rajnthern, Marcel Lucas Chee, Bibhas Chakraborty, An-Kwok Ian Wong, Alon Dagan, Marcus Eng Hock Ong, Fei Gao, Nan Liu
2020	J	`jnl`	Machine Learning Methods to Predict Acute Respiratory Failure and Acute Respiratory Distress Syndrome. Frontiers Big Data An-Kwok Ian Wong, Patricia C. Cheung, Rishikesan Kamaleswaran, Greg S. Martin, Andre L. Holder
2011	J	`jnl`	Computerized detection of adverse drug reactions in the medical intensive care unit. Int. J. Medical Informatics Sandra L. Kane-Gill, Shyam Visweswaran, Melissa I. Saul, An-Kwok Ian Wong, Louis E. Penrod, Steven M. Handler
2009	Misc	`conf`	A Bayesian Method for Identifying Genetic Interactions. AMIA Shyam Visweswaran, An-Kwok Ian Wong, M. Michael Barmada