Jiawen Deng - Faculty of Health Sciences, McMaster University

基本信息

Career Trajectory

Bio

Hiya! I am a second-year medical student at the University of Toronto. Also a big fan of evidence-based medicine and machine learning.

Research Interests

Papers共 88 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

DEVELOPMENT AND NESTED CROSS-VALIDATION OF EXPLAINABLE MACHINE-LEARNING MODELS FOR IDENTIFYING OBSTRUCTIVE CORONARY ARTERY DISEASE IN PATIENTS PRESENTING WITH ANGINA

Shubh Patel,Jiawen Deng, Marinda Fung,Bo Wang,Barry Rubin, Todd Anderson, Vallijah Subasri

Journal of the American College of Cardiologyno. 12 (2025): 1934

Cited0Views0Bibtex

So You've Got a High AUC, Now What? an Overview of Important Considerations when Bringing Machine-Learning Models from Computer to Bedside

Jiawen Deng, Mohamed E Elghobashy, Kathleen Zang, Shubh K Patel, Eddie Guo, Kiyan Heybati

Medical decision making an international journal of the Society for Medical Decision Makingpp.272989X251343082-272989X251343082, (2025)

Cited0Views0WOSBibtex

Propofol, Triglycerides, and Acute Pancreatitis: A Multi-Center Epidemiologic Analysis

Kiyan Heybati,Jiawen Deng, Guozhen Xie,Keshav Poudel,Fangwen Zhou, Zeeshan Rizwan, Caitlin S Brown, Christopher T Acker,Ognjen Gajic,Hemang Yadav

Annals of the American Thoracic Societyno. 2 (2025): 235-246

Cited1Views0WOSBibtex

Development and Validation of Machine-Learning Models for Predicting the Risk of Hypertriglyceridemia in Critically Ill Patients Receiving Propofol Sedation Using Retrospective Data: a Protocol

Jiawen Deng,Kiyan Heybati,Hemang Yadav

BMJ OPENno. 1 (2025)

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Artificial Intelligence and Chordoma: A Scoping Review of the Current Landscape and Future Directions

Eddie Guo, Rafael D Sanguinetti, Lyndon Boone,Jiawen Deng,Husain Shakil, Mehul Gupta

Brain & spine (2025): 104271-104271

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Propofol-associated Hypertriglyceridemia: Development and Multicenter Validation of a Machine-Learning-Based Prediction Tool

Jiawen Deng, Kiyan Heybati, Keshav Poudel, Guozhen Xie, Eric Zuberi, Vinaya Simha,Hemang Yadav

Journal of intensive care medicinepp.8850666251342559-8850666251342559, (2025)

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Development of Explainable Machine Learning Models to Identify Patients at Risk for 1-Year Mortality and New Distant Metastases Postendoprosthetic Reconstruction for Lower Extremity Bone Tumors: A Secondary Analysis of the PARITY Trial

Jiawen Deng, Myron Moskalyk,Madhur Nayan,Ahmed Aoude,Michelle Ghert,Sahir Bhatnagar,Anthony Bozzo

JB & JS open accessno. 2 (2025)

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Sedation Versus General Anesthesia for Ablation of Ventricular Arrhythmias: A Systematic Review and Meta-Analysis

Shubh Patel,Jiawen Deng, Areeba Zubair, Kiyan Heybati, Shayan Heybati, Oswin Chang, Umaima Abbas, Umair Tahir, Harikrishnaa B Ramaraju, Chi Y Wong, Thanansayan Dhivagaran,Daniel Rayner, Magnus Krever, Tiffany Woelber,Gurukripa N Kowlgi,Harish Ramakrishna

Annals of cardiac anaesthesiano. 2 (2025): 119-127

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When Vision Meets Reality: Exploring the Clinical Applicability of GPT-4 with Vision

Jiawen Deng,Kiyan Heybati, Matthew Shammas-Toma

Clinical Imaging (2024): 110101

Cited8Views0WOSBibtex

Artificial Intelligence in Clinical Practice: A Look at ChatGPT

Jiawen Deng,Kiyan Heybati,Ye -Jean Park,Fangwen Zhou,Anthony Bozzo

Cleveland Clinic Journal of Medicineno. 3 (2024): 173-180

Cited2Views0WOSBibtex

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