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Girish Dwivedi

Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging

Murdoch

Australia

The University of Western Australia

  • Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging

SCHOLARLY PAPERS

6

DOWNLOADS

328

TOTAL CITATIONS

2

Scholarly Papers (6)

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1.

The Risk of Adverse Cardiac Events Following Pneumonia in Patients with Coronary Artery Disease

Number of pages: 41 Posted: 01 Sep 2023
Benjamin Bartlett, Frank Sanfilippo, Silvia Lee, Herbert Ludewick, Grant Waterer, Adil Rajwani, Chrianna Bharat, Abdul Ihdayhid, Vicente F. Corrales-Medina and Girish Dwivedi
The University of Western Australia, The University of Western Australia, Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging, Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging, The University of Western Australia - Royal Perth Hospital, The University of Western Australia - Royal Perth Hospital, The University of Western Australia, The University of Western Australia, University of Ottawa - Ottawa Hospital Research Institute and Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging
Downloads 110 (640,165)

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Pneumonia, coronary artery disease, inflammation, outcomes, coronary revascularisation

2.

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 81 (816,709)

Abstract:

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

3.

Screening Tools for the Detection of Clinically Silent and Potentially Clinically Important  Cardiac Sarcoidosis

Number of pages: 26 Posted: 05 Dec 2023
Alessandro De Bortoli, Kristin A. Dawson, Dalia Hashem, Stewart David Spence, Elena Pena, João R. Inacio, Pablo B. Nery, Daniel Juneau, Girish Dwivedi, Rob SB Beanlands, David Ian Paterson and David Birnie
Vestfold Hospital Trust, University of Ottawa - University of Ottawa Heart Institute, University of Ottawa - University of Ottawa Heart Institute, University of Ottawa - University of Ottawa Heart Institute, University of Ottawa - Ottawa Hospital Research Institute, University of Ottawa - University of Ottawa Heart Institute, University of Ottawa - University of Ottawa Heart Institute, University of Ottawa - University of Ottawa Heart Institute, Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging, University of Ottawa - University of Ottawa Heart Institute, University of Ottawa - University of Ottawa Heart Institute and University of Ottawa - University of Ottawa Heart Institute
Downloads 45 (1,121,190)

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Cardiac Sarcoidosis, screening, holter, signal averaged ECG

4.

The Role of Quantum Mechanobiology in Coronary Atherosclerosis and Plaque Instability

Number of pages: 17 Posted: 13 Jan 2026
Annora Kumar, Omid Kavehei and Girish Dwivedi
The University of Western Australia, The University of Sydney and Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging
Downloads 34 (1,263,436)

Abstract:

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atherosclerosis, mechanobiology, biophysics, plaque, cardiology

5.

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

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

6.

Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images

Number of pages: 14 Posted: 04 Apr 2023
Yanbin Liu, Girish Dwivedi, Farid Boussaid, Frank Sanfilippo, Makoto Yamada and Mohammed Bennamoun
The Australian National University, Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging, The University of Western Australia, The University of Western Australia, Okinawa Institute of Science and Technology Graduate University (OIST) and The University of Western Australia
Downloads 24 (1,399,036)

Abstract:

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Weight inflation, Generative adversarial networks, Efficient neural networks, Three-dimensional medical images