Sze-Yuan Ooi

According to our database, Sze-Yuan Ooi authored at least 11 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

CUICurate: A GraphRAG-based Framework for Automated Clinical Concept Curation for NLP applications.

Victoria Blake, Mathew Miller, Jamie Novak, Sze-Yuan Ooi, Blanca Gallego

CoRR, February, 2026

Using natural language processing to extract information from clinical text in electronic medical records for populating clinical registries: a systematic review.

Leibo Liu, Victoria Blake, Matthew Barman, Blanca Gallego, Timothy Churches, Georgina Kennedy, Sze-Yuan Ooi, Geoffrey Delaney, Louisa Jorm

J. Am. Medical Informatics Assoc., 2026

2025

Sex-Specific Variances in Anatomy and Blood Flow of the Left Main Coronary Bifurcation: Implications for Coronary Artery Disease Risk.

Ramtin Gharleghi, Mingzi Zhang, Dona Adikari, Lucy McGrath-Cadell, Robert M. Graham, Jolanda J. Wentzel, Mark Webster, Chris Ellis, Sze-Yuan Ooi, Susann Beier

IEEE Trans. Biomed. Eng., July, 2025

A Novel Deep Ensemble Method for Selective Classification of Electrocardiograms.

Ahmadreza Argha, Hamid Alinejad-Rokny, Martin Baumgartner, Günter Schreier, Branko G. Celler, Stephen J. Redmond, Ken Butcher, Sze-Yuan Ooi, Nigel H. Lovell

IEEE Trans. Biomed. Eng., February, 2025

2024

Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach.

Leo C. E. Huberts, Sihan Li, Victoria Blake, Louisa Jorm, Jennifer Yu, Sze-Yuan Ooi, Blanca Gallego

Comput. Biol. Medicine, 2024

2023

The Cardiac Analytics and Innovation (CardiacAI) Data Repository: An Australian data resource for translational cardiovascular research.

Victoria Blake, Louisa Jorm, Jennifer Yu, Astin Lee, Blanca Gallego, Sze-Yuan Ooi

CoRR, 2023

Assessing the Generalizability of a Deep Learning-based Automated Atrial Fibrillation Algorithm.

Ahmadreza Argha, Joan Li, Joseph Magdy, Hamid Alinejad-Rokny, Branko G. Celler, Ken Butcher, Sze-Yuan Ooi, Nigel H. Lovell

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Computed tomography coronary angiogram images, annotations and associated data of normal and diseased arteries.

Ramtin Gharleghi, Dona Adikari, Katy Ellenberger, Mark Webster, Chris Ellis, Arcot Sowmya, Sze-Yuan Ooi, Susann Beier

CoRR, 2022

Automated segmentation of normal and diseased coronary arteries - The ASOCA challenge.

Ramtin Gharleghi, Dona Adikari, Katy Ellenberger, Sze-Yuan Ooi, Chris Ellis, Chung-Ming Chen, Ruochen Gao, Yuting He, Raabid Hussain, Chia-Yen Lee, Jun Li, Jun Ma, Ziwei Nie, Bruno Oliveira, Yaolei Qi, Youssef Skandarani, João L. Vilaça, Xiyue Wang, Sen Yang, Arcot Sowmya, Susann Beier

Comput. Medical Imaging Graph., 2022

2021

Recommendation to Use Wearable-Based mHealth in Closed-Loop Management of Acute Cardiovascular Disease Patients During the COVID-19 Pandemic.

Nan Ji, Ting Xiang, Paolo Bonato, Nigel H. Lovell, Sze-Yuan Ooi, David A. Clifton, Metin Akay, Xiao-Rong Ding, Bryan P. Yan, Vincent C. T. Mok, Dimitrios I. Fotiadis, Yuan-Ting Zhang

IEEE J. Biomed. Health Informatics, 2021

2018

Evaluation of an mHealth-Based Adjunct to Outpatient Cardiac Rehabilitation.

Michael B. Del Rosario, Nigel H. Lovell, Jennifer Fildes, Katie Holgate, Jennifer Yu, Cate Ferry, Günter Schreier, Sze-Yuan Ooi, Stephen J. Redmond

IEEE J. Biomed. Health Informatics, 2018