Duke-NUS Medical School
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A systematic review of the clinical application of data-driven population segmentation analysis
S Yan, YH Kwan, CS Tan, J Thumboo, LL Low
BMC medical research methodology 18 (1), 121, 2018
Assessing the validity of a data driven segmentation approach: A 4 year longitudinal study of healthcare utilization and mortality
LL Low, S Yan, YH Kwan, CS Tan, J Thumboo
PloS one 13 (4), e0195243, 2018
Identifying heterogeneous health profiles of primary care utilizers and their differential healthcare utilization and mortality–a retrospective cohort study
S Yan, BJJ Seng, YH Kwan, CS Tan, JHM Quah, J Thumboo, LL Low
BMC family practice 20 (1), 54, 2019
Predictors of poor functional outcomes and mortality in patients with hip fracture: a systematic review
BY Xu, S Yan, LL Low, FF Vasanwala, SG Low
BMC musculoskeletal disorders 20 (1), 568, 2019
Characteristics and health care utilization of different segments of a multiethnic Asian population in Singapore
S Yan, YH Kwan, J Thumboo, LL Low
JAMA network open 2 (9), e1910878-e1910878, 2019
The heterogeneous health state profiles of high-risk healthcare utilizers and their longitudinal hospital readmission and mortality patterns
SCW Ng, YH Kwan, S Yan, CS Tan, LL Low
BMC health services research 19 (1), 931, 2019
Predictive ability of an expert-defined population segmentation framework for healthcare utilization and mortality-a retrospective cohort study
LL Low, YH Kwan, CA Ma, S Yan, EH San Chia, J Thumboo
BMC health services research 19 (1), 401, 2019
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