James Wei Luen Yip

18 papers A* 5A 1C 2Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Generative AI for Healthcare: Fundamentals, Challenges, and Perspectives.
CoRR
Gang Chen, Changshuo Liu, Gene Anne Ooi, Marcus Tan, Zhongle Xie, Jianwei Yin, James Wei Luen Yip, Wenqiao Zhang, Jiaqi Zhu, Beng Chin Ooi
2025 A* conf
NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics.
ICML
Changshuo Liu, Lingze Zeng, Kaiping Zheng, Shaofeng Cai, Beng Chin Ooi, James Wei Luen Yip
2024 J jnl
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics.
CoRR
Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2024 J jnl
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics.
Proc. VLDB Endow.
Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2024 A* conf
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics.
ICML
Kaiping Zheng, Horng Ruey Chua, Melanie Herschel, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2024 J jnl
Managing Metaverse Data Tsunami: Actionable Insights.
IEEE Trans. Knowl. Data Eng.
Bingxue Zhang, Gang Chen, Beng Chin Ooi, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Meihui Zhang
2023 J jnl
A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset.
CoRR
Kaiping Zheng, Thao Nguyen, Jesslyn Hwei Sing Chong, Charlene Enhui Goh, Melanie Herschel, Hee Hoon Lee, Beng Chin Ooi, Wei Wang, James Wei Luen Yip
2023 A* conf
ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection.
KDD
Huazhang Wang, Zhaojing Luo, James Wei Luen Yip, Chuyang Ye, Meihui Zhang
2023 A* conf
The Metaverse Data Deluge: What Can We Do About It?
ICDE
Beng Chin Ooi, Gang Chen, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Bingxue Zhang, Meihui Zhang
2023 J jnl
Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis.
CoRR
Changshuo Liu, Wenqiao Zhang, Beng Chin Ooi, James Wei Luen Yip, Lingze Zeng, Kaiping Zheng
2017 — ch.
Big Healthcare Data Analytics: Challenges and Applications.
Handbook of Large-Scale Distributed Computing in Smart Healthcare
Chonho Lee, Zhaojing Luo, Kee Yuan Ngiam, Meihui Zhang, Kaiping Zheng, Gang Chen, Beng Chin Ooi, James Wei Luen Yip
2017 A conf
Capturing Feature-Level Irregularity in Disease Progression Modeling.
CIKM
Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
2017 A* conf
Resolving the Bias in Electronic Medical Records.
KDD
Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
2014 J jnl
Contextual crowd intelligence.
SIGKDD Explor.
Beng Chin Ooi, Kian-Lee Tan, Quoc Trung Tran, James Wei Luen Yip, Gang Chen, Zheng Jye Ling, Thi Nguyen, Anthony K. H. Tung, Meihui Zhang
2014 J jnl
GEMINI: An Integrative Healthcare Analytics System.
Proc. VLDB Endow.
Zheng Jye Ling, Quoc Trung Tran, Ju Fan, Gerald Choon Huat Koh, Thi Nguyen, Chuen Seng Tan, James Wei Luen Yip, Meihui Zhang
2012 J jnl
Workarounds in the use of IS in healthcare: A case study of an electronic medication administration system.
Int. J. Hum. Comput. Stud.
Zhenbin Yang, Boon-Yuen Ng, Atreyi Kankanhalli, James Wei Luen Yip
2011 C conf
Use of Healthcare IS by Multiple User Groups: An Empirical Study of a Medication Management System.
ICIS
Boon-Yuen Ng, Atreyi Kankanhalli, James Wei Luen Yip
2010 C conf
Mobile Messaging in Healthcare Organizations: Investigating Use from a Power Perspective.
ICIS
Boon-Yuen Ng, Atreyi Kankanhalli, Kee Kiat Koo, James Wei Luen Yip