Yih Yng Ng

Tan Tock Seng Hospital - Department of Preventive and Population Medicine

Centre for Healthcare Innovation

18 Jalan Tan Tock Seng

Singapore, 308443

Singapore

http://www.chi.sg

Lee Kong Chian School of Medicine

SCHOLARLY PAPERS

4

DOWNLOADS

136

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (4)

1.

An Uncertainty Estimation Model for Health Signal Prediction

Number of pages: 30 Posted: 03 Jan 2024
Nanyang Technological University (NTU), University of Utah, Nanyang Technological University (NTU), Tan Tock Seng Hospital - Department of Preventive and Population Medicine and Nanyang Technological University (NTU)
Downloads 61 (685,514)

Abstract:

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Uncertainty Estimation, prediction interval, machine learning, neural networks

2.

Robust and Interpretable Machine Learning Assessment of Variable Importance with Moderate to Small Sample Sizes: A Study of Survival after Out-Of-Hospital Cardiac Arrest

Number of pages: 23 Posted: 20 Apr 2023
National University of Singapore (NUS) - Duke-NUS Medical School, National University of Singapore (NUS) - Duke-NUS Medical School-Centre for Quantitative Medicine, Tan Tock Seng Hospital - Department of Preventive and Population Medicine, Tan Tock Seng Hospital - Emergency Department, Changi General Hospital - Accident & Emergency, Changi General Hospital - Accident & Emergency, Khoo Teck Puat Hospital - Department of Acute and Emergency Care, National University of Singapore (NUS) - Emergency Medicine Department, National University of Singapore (NUS) - Department of Emergency Medicine, Sengkang General Hospital - Department of Emergency Medicine, National University of Singapore (NUS) - Health Services and Systems Research and Duke-National University of Singapore Medical School - Centre for Quantitative Medicine
Downloads 48 (762,257)

Abstract:

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interpretable machine learning, variable importance, out-of-hospital cardiac arrest

3.

Impact of Time-to-Compression on Out-of-Hospital Cardiac Arrest Survival Outcomes: A National Registry Study

Number of pages: 28 Posted: 07 Mar 2023
National University of Singapore (NUS) - Yong Loo Lin School of Medicine, National University of Singapore (NUS) - Duke-NUS Medical School, National University of Singapore (NUS) - Duke-NUS Medical School, National University of Singapore (NUS) - Duke-NUS Medical School, National University of Singapore (NUS) - Duke-NUS Medical School, Tan Tock Seng Hospital - Department of Preventive and Population Medicine, National University of Singapore (NUS) - Department of Emergency Medicine, Khoo Teck Puat Hospital - Department of Acute and Emergency Care, National University of Singapore (NUS) - Emergency Medicine Department, Changi General Hospital - Accident & Emergency, Tan Tock Seng Hospital - Emergency Department, KK Women’s and Children’s Hospital, Singapore Armed Force Medical Corps, National University of Singapore (NUS) - Singapore General Hospital and National University of Singapore (NUS) - Health Services and Systems Research
Downloads 22 (978,553)

Abstract:

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cardiopulmonary resuscitation, out-of-hospital cardiac arrest, Time-to-compression, neurological outcomes, survival outcomes

4.

Neuro-Markovian Approach to Forecasting Patient Vital Signs from Irregular Time-Series

Number of pages: 30 Posted: 22 Aug 2024
affiliation not provided to SSRN, Nanyang Technological University (NTU), University of Utah, Tan Tock Seng Hospital, Tan Tock Seng Hospital - Department of Preventive and Population Medicine and Nanyang Technological University (NTU)
Downloads 5 (1,170,512)

Abstract:

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Vital Sign Prediction, Irregular Time Series, Markov Chains