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Marianne Au

Singapore Health Services Pte Ltd

7 Hospital Drive

Block A, Room #02-01

Singapore, 597627

Singapore

SCHOLARLY PAPERS

1

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Scholarly Papers (1)

1.

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
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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Abstract:

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Diabetes Mellitus, healthcare utilization, population health management, machine learning, artificial intelligence, economic analysis, impact analysis, Monte Carlo simulation