Directory

Sean has contributed to the areas of data science and artificial intelligence research with particular applications in health services research, healthcare operations research, transportation, supply chain, energy and defence. Specific areas of interest in health services research include emergency medicine, prehospital emergency care, respiratory medicine, chronic kidney disease, diabetes, glaucoma, disease registries, data science infrastructure, diagnostic radiology, inpatient bed management, surgical and emergency department resource optimization and NLP for unstructured medical notes. His generic interest areas are in the resolution of epidemiological, quality/ service improvement and translational health services research problems leveraging on real-world data coupled with applied optimization and simulation techniques, statistical theory and machine learning (reinforcement and supervised/unsupervised learning).

The Analytics of Bed Shortages: Coherent Metric, Prediction, and Optimization. Operations Research

Operations Research – J Xie, GG Loke, M Sim, SW Lam (2022)

71 (1); 1-395

Resuming elective surgery after COVID-19: A simulation modelling framework for guiding the phased opening of operating rooms.

International journal of medical informatics – Abdullah Hairil Rizal; Lam Sean Shao Wei; Ang Boon Yew; Pourghaderi Ahmadreza; Nguyen Francis Ngoc Hoang Long; Matchar David Bruce; Tan Hiang Khoon; Ong Marcus Eng Hock (2021)

158 104665-N.A

Impact of COVID-19 on acute isolation bed capacity and nursing workforce requirements: A retrospective review.

Journal of nursing management – Fan Esther Monica Peijin; Nguyen Ngoc Hoang Long; Ang Shin Yuh; Aloweni Fazila; Goh Hui Qi Ivy; Quek Li Ting; Ayre Tracy Carol; Pourghaderi Ahmad Reza; Lam Shao Wei; Ong Eng Hock Marcus (2021)

29 (5); 1220-1227

The effectiveness of public health interventions against COVID-19: Lessons from the Singapore experience.

PloS one – Ansah John P; Matchar David Bruce; Shao Wei Sean Lam; Low Jenny G; Pourghaderi Ahmad Reza; Siddiqui Fahad Javaid; Min Tessa Lui Shi; Wei-Yan Aloysius Chia; Ong Marcus Eng Hock (2021)

16 (3);

Maximum expected survival rate model for public access defibrillator placement.

Resuscitation – Pourghaderi Ahmad Reza; Kogtikov Nikita; Lees Michael H; Cai Wentong; Pin Pek Pin; Fu Wah Ho Andrew; Ming Ng Wei; Kwak Jaeyoung; Elgin White Alexander; Lynn Lim Shir; Shao Wei Lam Sean; Eng Hock Ong Marcus (2022)

170 213-221

Effective Treatment Recommendations for Type 2 Diabetes Management Using Reinforcement Learning: Treatment Recommendation Model Development and Validation.

Journal of medical Internet research – Sun Xingzhi; Bee Yong Mong; Lam Shao Wei; Liu Zhuo; Zhao Wei; Chia Sing Yi; Abdul Kadir Hanis; Wu Jun Tian; Ang Boon Yew; Liu Nan; Lei Zuo; Xu Zhuoyang; Zhao Tingting; Hu Gang; Xie Guotong (2021)

23 (7);

Simulation-based decision support framework for dynamic ambulance redeployment in Singapore.

International journal of medical informatics – Lam Sean Shao Wei; Ng Clarence Boon Liang; Nguyen Francis Ngoc Hoang Long; Ng Yih Yng; Ong Marcus Eng Hock (2017)

106 37-47

Factors affecting the ambulance response times of trauma incidents in Singapore.

Accident; analysis and prevention – Lam Sean Shao Wei; Nguyen Francis Ngoc Hoang Long; Ng Yih Yng; Lee Vanessa Pei-Xuan; Wong Ting Hway; Fook-Chong Stephanie Man Chung; Ong Marcus Eng Hock (2015)

82 27-35

Dynamic ambulance reallocation for the reduction of ambulance response times using system status management.

The American journal of emergency medicine – Lam Sean Shao Wei; Zhang Ji; Zhang Zhong Cheng; Oh Hong Choon; Overton Jerry; Ng Yih Yng; Ong Marcus Eng Hock (2015)

33 (2); 159-66

Multiple objectives satisficing under uncertainty.

Operations Research – SW Lam, TS Ng, M Sim, J Song.  (2013)

61 (1); 214-227