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Yaniv Gal
Publication Activity (10 Years)
Years Active: 2001-2023
Publications (10 Years): 6
Top Topics
Medical Imaging
Phase Correlation
Selection Strategies
Skin Lesion
Top Venues
CoRR
DICTA
ISBI
MICCAI (3)
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Publications
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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
(2023)
Zhen Yu
,
Toan D. Nguyen
,
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)
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
(2022)
Zhen Yu
,
Toan D. Nguyen
,
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
(2022)
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)
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)
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 (2014)
Yaniv Gal
,
Matthew Browne
,
Christopher Lane
Long-Term Automated Monitoring of Nearshore Wave Height From Digital Video.
IEEE Trans. Geosci. Remote. Sens.
52 (6) (2014)
Yilun Fan
,
Yaniv Gal
,
Andrew P. Bradley
Microscopic specimen delineation using auto-phase correlation index.
ISBI
(2014)
Fahira A. Maken
,
Yaniv Gal
,
Darryl McClymont
,
Andrew P. Bradley
Multiple Instance Learning for Breast Cancer Magnetic Resonance Imaging.
DICTA
(2014)
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)
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) (2014)
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) (2013)
Yilun Fan
,
Yaniv Gal
,
Andrew P. Bradley
Performance Analysis of Three Microscope Slide Scanning Techniques.
DICTA
(2013)
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)
Sze Liang Stanley Chan
,
Yaniv Gal
Automatic Detection of Arterial Voxels in Dynamic Contrast-Enhanced MR Images of the Brain.
DICTA
(2012)
Amir Fazlollahi
,
Nicholas D. H. Dowson
,
Fabrice Mériaudeau
,
Stephen E. Rose
,
Michael Fay
,
Paul Thomas
,
Zeike A. Taylor
,
Yaniv Gal
,
Alan Coulthard
,
Craig Winter
,
David MacFarlane
,
Olivier Salvado
,
Stuart Crozier
,
Pierrick Bourgeat
Automatic Brain Tumour Segmentation in 18F-FDOPA PET Using PET/MRI Fusion.
DICTA
(2011)
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)
Yaniv Gal
,
Matthew Browne
,
Christopher Lane
Automatic Estimation of Nearshore Wave Height from Video Timestacks.
DICTA
(2011)
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)
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) (2010)
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)
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)
Margarita Osadchy
,
Daniel Keren
,
Yaniv Gal
Anti-Sequences: Event Detection by Frame Stacking.
CVPR (2)
(2001)