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Yaniv Gal
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Books and Theses
- 2010
- [b1]Yaniv Gal:
Computer Aided Analysis of Dynamic Contrast Enhanced MRI of Breast Cancer. University of Queensland, Australia, 2010
Journal Articles
- 2014
- [j5]Christopher Bell, Kerstin Pannek
, Michael Fay, Paul Thomas, Pierrick Bourgeat
, Olivier Salvado
, Yaniv Gal, Alan Coulthard
, Stuart Crozier
, Stephen E. Rose:
Distance informed Track-Weighted Imaging (diTWI): A framework for sensitising streamline information to neuropathology. NeuroImage 86: 60-66 (2014) - [j4]Yaniv Gal, Nicholas D. H. Dowson
, Pierrick Bourgeat
, Olivier Salvado
, Paul Thomas, Michael Fay, Stephen E. Rose, Rosalind L. Jeffree, Amir Fazlollahi
, Stuart Crozier
:
Amorphous Regions-of-Interest Projection Method for Simplified Longitudinal Comparison of Dynamic Regions in Cancer Imaging. IEEE Trans. Biomed. Eng. 61(2): 264-272 (2014) - [j3]Yaniv Gal, Matthew Browne
, Christopher Lane:
Long-Term Automated Monitoring of Nearshore Wave Height From Digital Video. IEEE Trans. Geosci. Remote. Sens. 52(6): 3412-3420 (2014) - 2013
- [j2]Yaniv Gal, Andrew Mehnert
, Stephen E. Rose, Stuart Crozier
:
Mutual information-based binarisation of multiple images of an object: an application in medical imaging. IET Comput. Vis. 7(3): 163-169 (2013) - 2010
- [j1]Yaniv Gal, Andrew Mehnert
, Andrew P. Bradley
, Kerry McMahon, Dominic Kennedy, Stuart Crozier
:
Denoising of Dynamic Contrast-Enhanced MR Images Using Dynamic Nonlocal Means. IEEE Trans. Medical Imaging 29(2): 302-310 (2010)
Conference and Workshop Papers
- 2022
- [c16]Zhen Yu
, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra
, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge:
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. MICCAI (3) 2022: 594-603 - [c15]Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge:
Out-of-Distribution Detection for Long-Tailed and Fine-Grained Skin Lesion Images. MICCAI (1) 2022: 732-742 - 2015
- [c14]Teo Susnjak
, David Kerry, Andre L. C. Barczak
, Napoleon H. Reyes
, Yaniv Gal:
Wisdom of Crowds: An Empirical Study of Ensemble-Based Feature Selection Strategies. Australasian Conference on Artificial Intelligence 2015: 526-538 - 2014
- [c13]Fahira A. Maken, Yaniv Gal, Darryl McClymont, Andrew P. Bradley
:
Multiple Instance Learning for Breast Cancer Magnetic Resonance Imaging. DICTA 2014: 1-8 - [c12]Jeiran Choupan, Yaniv Gal, David C. Reutens, Zhengyi Yang:
The effect of temporal observation selection on the prediction of visual stimulus from block design functional MRI. ISBI 2014: 25-28 - [c11]Yilun Fan, Yaniv Gal, Andrew P. Bradley
:
Microscopic specimen delineation using auto-phase correlation index. ISBI 2014: 1336-1339 - 2013
- [c10]Sze Liang Stanley Chan, Rosalind L. Jeffree
, Michael Fay, Stuart Crozier
, Zhengyi Yang, Yaniv Gal, Paul Thomas:
Automated Classification of Bone and Air Volumes for Hybrid PET-MRI Brain Imaging. DICTA 2013: 1-8 - [c9]Yilun Fan, Yaniv Gal, Andrew P. Bradley
:
Performance Analysis of Three Microscope Slide Scanning Techniques. DICTA 2013: 1-6 - 2012
- [c8]Sze Liang Stanley Chan, Yaniv Gal:
Automatic Detection of Arterial Voxels in Dynamic Contrast-Enhanced MR Images of the Brain. DICTA 2012: 1-7 - 2011
- [c7]Seyyed Adel Alavi Fazel, Yaniv Gal, Zhengyi Yang, Viktor Vegh
:
Qualitative and Quantitave Analysis of Six Image Fusion Methodologies and Their Application to Medical Imaging. DICTA 2011: 308-313 - [c6]Amir Fazlollahi
, Nicholas D. H. Dowson
, Fabrice Mériaudeau, Stephen E. Rose, Michael Fay, Paul Thomas, Zeike A. Taylor
, Yaniv Gal, Alan Coulthard, Craig D. Winter
, David MacFarlane, Olivier Salvado, Stuart Crozier
, Pierrick Bourgeat
:
Automatic Brain Tumour Segmentation in 18F-FDOPA PET Using PET/MRI Fusion. DICTA 2011: 325-329 - [c5]Yaniv Gal, Matthew Browne
, Christopher Lane:
Automatic Estimation of Nearshore Wave Height from Video Timestacks. DICTA 2011: 364-369 - 2010
- [c4]Christopher Lane, Yaniv Gal, Matthew Browne
, Andrew Short
, Darrell Strauss
, Rodger Tomlinson, Kathryn Jackson, Clarence Tan, Michael Blumenstein:
A new system for breakzone location and the measurement of breaking wave heights and periods. IGARSS 2010: 2234-2236 - 2009
- [c3]Yaniv Gal, Andrew Mehnert
, Andrew P. Bradley
, Dominic Kennedy, Stuart Crozier
:
Feature and Classifier Selection for Automatic Classification of Lesions in Dynamic Contrast-Enhanced MRI of the Breast. DICTA 2009: 132-139 - 2007
- [c2]Yaniv Gal, Andrew Mehnert
, Andrew P. Bradley
, Kerry McMahon, Stuart Crozier
:
Automatic Segmentation of Enhancing Breast Tissue in Dynamic Contrast-Enhanced MR Images. DICTA 2007: 124-129 - 2001
- [c1]Margarita Osadchy, Daniel Keren, Yaniv Gal:
Anti-Sequences: Event Detection by Frame Stacking. CVPR (2) 2001: 46-51
Informal and Other Publications
- 2023
- [i3]Deval Mehta, Brigid Betz-Stablein, Toàn D. Nguyên, Yaniv Gal, Adrian Bowling, Martin Haskett, Maithili Sashindranath, C. Paul Bonnington, Victoria Mar, H. Peter Soyer, Zongyuan Ge:
Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis. CoRR abs/2311.01009 (2023) - 2022
- [i2]Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge:
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images. CoRR abs/2206.15186 (2022) - [i1]Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge:
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. CoRR abs/2209.05842 (2022)
Coauthor Index
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