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Jen Hong Tan

National University of Singapore (NUS) - Singapore General Hospital

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Economic Impact Analysis and Validation of Ensemble Machine Learning Models for Predicting Patients with High Healthcare Utilization in a Large Multi-Institution Diabetes Registry

Number of pages: 30 Posted: 20 Nov 2024
Joshua Tan, Le Quan, Hao Yi Tan, Su-Yen Goh, Julian Thumboo, Marianne Au, Bee Yong Mong and Jen Hong Tan
National University of Singapore (NUS) - Singapore General Hospital, National University of Singapore (NUS) - Singapore General Hospital, National University of Singapore (NUS) - Singapore General Hospital, National University of Singapore (NUS) - Singapore General Hospital, Singapore Health Services, Singapore Health Services Pte Ltd, National University of Singapore (NUS) - Singapore General Hospital and National University of Singapore (NUS) - Singapore General Hospital
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Diabetes Mellitus, healthcare utilization, population health management, machine learning, artificial intelligence, economic analysis, impact analysis, Monte Carlo simulation