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Jason Eshraghian

The University of Western Australia

35 Stirling Highway

Crawley, WA 6009

Australia

  • The University of Western Australia

SCHOLARLY PAPERS

2

DOWNLOADS

117

TOTAL CITATIONS

2

Scholarly Papers (2)

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1.

A Personalized Ai Decision Support System to Assess the Clinical Utility of Exercise Stress Testing

Number of pages: 38 Posted: 31 Jan 2022
Juan Lu, Jonathon Stewart, Mohammed Bennamoun, Adrian Goudie, Jason Eshraghian, Abdul Ihdayhid, Frank Sanfilippo, Gary R. Small, Benjamin Chow and Girish Dwivedi
The University of Western Australia, The University of Western Australia, The University of Western Australia, The University of Western Australia - Fiona Stanley Hospital, The University of Western Australia, The University of Western Australia, The University of Western Australia, University of Ottawa - University of Ottawa Heart Institute, University of Ottawa - University of Ottawa Heart Institute and Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging
Downloads 83 (816,709)

Abstract:

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Machine learning, exercise stress testing, coronary artery disease, decision support, pre-test

2.

Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary Ct Angiography Patients

Number of pages: 31 Posted: 19 Oct 2023
Juan Lu, Mohammed Bennamoun, Jonathon Stewart, Jason Eshraghian, Yanbin Liu, Benjamin Chow, Frank Sanfilippo and Girish Dwivedi
The University of Western Australia, The University of Western Australia, The University of Western Australia, The University of Western Australia, The Australian National University, University of Ottawa - University of Ottawa Heart Institute, The University of Western Australia and Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging
Downloads 34 (1,263,436)
Citation 2

Abstract:

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multitask learning, deep learning, coronary artery disease, diagnostic test, gradient boosting decision tree, computed tomography