Sze-Yuan Ooi

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CUICurate: A GraphRAG-based Framework for Automated Clinical Concept Curation for NLP applications.
CoRR
Victoria Blake, Mathew Miller, Jamie Novak, Sze-Yuan Ooi, Blanca Gallego
2026 J jnl
Using natural language processing to extract information from clinical text in electronic medical records for populating clinical registries: a systematic review.
J. Am. Medical Informatics Assoc.
Leibo Liu, Victoria Blake, Matthew Barman, Blanca Gallego, Timothy Churches, Georgina Kennedy, Sze-Yuan Ooi, Geoffrey Delaney, Louisa Jorm
2025 J jnl
A Novel Deep Ensemble Method for Selective Classification of Electrocardiograms.
IEEE Trans. Biomed. Eng.
Ahmadreza Argha, Hamid Alinejad-Rokny, Martin Baumgartner, Günter Schreier, Branko G. Celler, Stephen J. Redmond, Ken Butcher, Sze-Yuan Ooi, Nigel H. Lovell
2025 J jnl
Sex-Specific Variances in Anatomy and Blood Flow of the Left Main Coronary Bifurcation: Implications for Coronary Artery Disease Risk.
IEEE Trans. Biomed. Eng.
Ramtin Gharleghi, Mingzi Zhang, Dona Adikari, Lucy McGrath-Cadell, Robert M. Graham, Jolanda J. Wentzel, Mark Webster, Chris Ellis, Sze-Yuan Ooi, Susann Beier
2024 J jnl
Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach.
Comput. Biol. Medicine
Leo C. E. Huberts, Sihan Li, Victoria Blake, Louisa Jorm, Jennifer Yu, Sze-Yuan Ooi, Blanca Gallego
2023 — conf
Assessing the Generalizability of a Deep Learning-based Automated Atrial Fibrillation Algorithm.
EMBC
Ahmadreza Argha, Joan Li, Joseph Magdy, Hamid Alinejad-Rokny, Branko G. Celler, Ken Butcher, Sze-Yuan Ooi, Nigel H. Lovell
2023 J jnl
The Cardiac Analytics and Innovation (CardiacAI) Data Repository: An Australian data resource for translational cardiovascular research.
CoRR
Victoria Blake, Louisa Jorm, Jennifer Yu, Astin Lee, Blanca Gallego, Sze-Yuan Ooi
2022 J jnl
Automated segmentation of normal and diseased coronary arteries - The ASOCA challenge.
Comput. Medical Imaging Graph.
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
2022 J jnl
Computed tomography coronary angiogram images, annotations and associated data of normal and diseased arteries.
CoRR
Ramtin Gharleghi, Dona Adikari, Katy Ellenberger, Mark Webster, Chris Ellis, Arcot Sowmya, Sze-Yuan Ooi, Susann Beier
2021 J jnl
Recommendation to Use Wearable-Based mHealth in Closed-Loop Management of Acute Cardiovascular Disease Patients During the COVID-19 Pandemic.
IEEE J. Biomed. Health Informatics
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
2018 J jnl
Evaluation of an mHealth-Based Adjunct to Outpatient Cardiac Rehabilitation.
IEEE J. Biomed. Health Informatics
Michael B. Del Rosario, Nigel H. Lovell, Jennifer Fildes, Katie Holgate, Jennifer Yu, Cate Ferry, Günter Schreier, Sze-Yuan Ooi, Stephen J. Redmond