Yaniv Gal

27 papers C 1Misc 9Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Author Correction: Hierarchical skin lesion image classification with prototypical decision tree.
npj Digit. Medicine
Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2025 J jnl
Hierarchical skin lesion image classification with prototypical decision tree.
npj Digit. Medicine
Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2023 J jnl
Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis.
CoRR
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
2022 — conf
Out-of-Distribution Detection for Long-Tailed and Fine-Grained Skin Lesion Images.
MICCAI (1)
Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge
2022 J jnl
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images.
CoRR
Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge
2022 — conf
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.
MICCAI (3)
Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2022 J jnl
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.
CoRR
Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2015 — conf
Wisdom of Crowds: An Empirical Study of Ensemble-Based Feature Selection Strategies.
Australasian Conference on Artificial Intelligence
Teo Susnjak, David Kerry, Andre L. C. Barczak, Napoleon H. Reyes, Yaniv Gal
2014 J jnl
Amorphous Regions-of-Interest Projection Method for Simplified Longitudinal Comparison of Dynamic Regions in Cancer Imaging.
IEEE Trans. Biomed. Eng.
Yaniv Gal, Nicholas D. H. Dowson, Pierrick Bourgeat, Olivier Salvado, Paul Thomas, Michael Fay, Stephen E. Rose, Rosalind L. Jeffree, Amir Fazlollahi, Stuart Crozier
2014 J jnl
Distance informed Track-Weighted Imaging (diTWI): A framework for sensitising streamline information to neuropathology.
NeuroImage
Christopher Bell, Kerstin Pannek, Michael Fay, Paul Thomas, Pierrick Bourgeat, Olivier Salvado, Yaniv Gal, Alan Coulthard, Stuart Crozier, Stephen E. Rose
2014 J jnl
Long-Term Automated Monitoring of Nearshore Wave Height From Digital Video.
IEEE Trans. Geosci. Remote. Sens.
Yaniv Gal, Matthew Browne, Christopher Lane
2014 — conf
Microscopic specimen delineation using auto-phase correlation index.
ISBI
Yilun Fan, Yaniv Gal, Andrew P. Bradley
2014 Misc conf
Multiple Instance Learning for Breast Cancer Magnetic Resonance Imaging.
DICTA
Fahira A. Maken, Yaniv Gal, Darryl McClymont, Andrew P. Bradley
2014 — conf
The effect of temporal observation selection on the prediction of visual stimulus from block design functional MRI.
ISBI
Jeiran Choupan, Yaniv Gal, David C. Reutens, Zhengyi Yang
2013 Misc conf
Automated Classification of Bone and Air Volumes for Hybrid PET-MRI Brain Imaging.
DICTA
Sze Liang Stanley Chan, Rosalind L. Jeffree, Michael Fay, Stuart Crozier, Zhengyi Yang, Yaniv Gal, Paul Thomas
2013 J jnl
Mutual information-based binarisation of multiple images of an object: an application in medical imaging.
IET Comput. Vis.
Yaniv Gal, Andrew Mehnert, Stephen E. Rose, Stuart Crozier
2013 Misc conf
Performance Analysis of Three Microscope Slide Scanning Techniques.
DICTA
Yilun Fan, Yaniv Gal, Andrew P. Bradley
2012 Misc conf
Automatic Detection of Arterial Voxels in Dynamic Contrast-Enhanced MR Images of the Brain.
DICTA
Sze Liang Stanley Chan, Yaniv Gal
2011 Misc conf
Automatic Brain Tumour Segmentation in 18F-FDOPA PET Using PET/MRI Fusion.
DICTA
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
2011 Misc conf
Automatic Estimation of Nearshore Wave Height from Video Timestacks.
DICTA
Yaniv Gal, Matthew Browne, Christopher Lane
2011 Misc conf
Qualitative and Quantitave Analysis of Six Image Fusion Methodologies and Their Application to Medical Imaging.
DICTA
Seyyed Adel Alavi Fazel, Yaniv Gal, Zhengyi Yang, Viktor Vegh
2010 C conf
A new system for breakzone location and the measurement of breaking wave heights and periods.
IGARSS
Christopher Lane, Yaniv Gal, Matthew Browne, Andrew Short, Darrell Strauss, Rodger Tomlinson, Kathryn Jackson, Clarence Tan, Michael Blumenstein
2010 — —
Computer Aided Analysis of Dynamic Contrast Enhanced MRI of Breast Cancer
Yaniv Gal
2010 J jnl
Denoising of Dynamic Contrast-Enhanced MR Images Using Dynamic Nonlocal Means.
IEEE Trans. Medical Imaging
Yaniv Gal, Andrew Mehnert, Andrew P. Bradley, Kerry McMahon, Dominic Kennedy, Stuart Crozier
2009 Misc conf
Feature and Classifier Selection for Automatic Classification of Lesions in Dynamic Contrast-Enhanced MRI of the Breast.
DICTA
Yaniv Gal, Andrew Mehnert, Andrew P. Bradley, Dominic Kennedy, Stuart Crozier
2007 Misc conf
Automatic Segmentation of Enhancing Breast Tissue in Dynamic Contrast-Enhanced MR Images.
DICTA
Yaniv Gal, Andrew Mehnert, Andrew P. Bradley, Kerry McMahon, Stuart Crozier
2001 — conf
Anti-Sequences: Event Detection by Frame Stacking.
CVPR (2)
Margarita Osadchy, Daniel Keren, Yaniv Gal