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Joshua Tan

National University of Singapore (NUS) - Singapore General Hospital

Singapore, 169608

Singapore

  • National University of Singapore (NUS) - Singapore General Hospital

SCHOLARLY PAPERS

3

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318

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Trends in Healthcare Costs and Utilization in Singapore 2019-2023: The Effects of an Ageing Population

Number of pages: 33 Posted: 18 Dec 2025
Joshua Tan, Yun Zhao, Zoey Hui Xian Lim and See PDF
National University of Singapore (NUS) - Singapore General Hospital, Singapore Health Services Pte Ltd, Singapore Health Services Pte Ltd and Please see PDF for full list of authors & affiliations
Downloads 160 (485,678)

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Healthcare utilisation, healthcare costs, healthcare expenditure, health finance, population health analytics

2.

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
Downloads 80 (803,225)

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

3.

Average Area Under the HbA1c Curve: A Novel Metric Linking Historical Glycemic Burden to Outcomes in a Multiethnic Real-World Cohort

Number of pages: 36 Posted: 01 May 2025
Joshua Tan, Gek Hsiang Lim, Hao Yi Tan, Gerald Gui Ren Sng, Julian Thumboo and Bee Yong Mong
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, National University of Singapore (NUS) - Singapore General Hospital and National University of Singapore (NUS) - Singapore General Hospital
Downloads 78 (816,709)

Abstract:

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Diabetes Mellitus, complications, all-cause mortality, glycemic control, legacy effect, metabolic memory