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Yanbin Liu

The Australian National University

SCHOLARLY PAPERS

2

DOWNLOADS

58

TOTAL CITATIONS

2

Scholarly Papers (2)

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1.

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

2.

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