Yaniv Gal

According to our database, Yaniv Gal authored at least 23 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis.

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

CoRR, 2023

2022

Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.

Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Out-of-Distribution Detection for Long-Tailed and Fine-Grained Skin Lesion Images.

Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2015

Wisdom of Crowds: An Empirical Study of Ensemble-Based Feature Selection Strategies.

Teo Susnjak, David Kerry, Andre L. C. Barczak, Napoleon H. Reyes, Yaniv Gal

Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

2014

Long-Term Automated Monitoring of Nearshore Wave Height From Digital Video.

Yaniv Gal, Matthew Browne, Christopher Lane

IEEE Trans. Geosci. Remote. Sens., 2014

Amorphous Regions-of-Interest Projection Method for Simplified Longitudinal Comparison of Dynamic Regions in Cancer Imaging.

Yaniv Gal, Nicholas D. H. Dowson, Pierrick Bourgeat, Olivier Salvado, Paul Thomas, Michael Fay, Stephen E. Rose, Rosalind L. Jeffree, Amir Fazlollahi, Stuart Crozier

IEEE Trans. Biomed. Eng., 2014

Distance informed Track-Weighted Imaging (diTWI): A framework for sensitising streamline information to neuropathology.

Christopher Bell, Kerstin Pannek, Michael Fay, Paul Thomas, Pierrick Bourgeat, Olivier Salvado, Yaniv Gal, Alan Coulthard, Stuart Crozier, Stephen E. Rose

NeuroImage, 2014

Microscopic specimen delineation using auto-phase correlation index.

Yilun Fan, Yaniv Gal, Andrew P. Bradley

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

The effect of temporal observation selection on the prediction of visual stimulus from block design functional MRI.

Jeiran Choupan, Yaniv Gal, David C. Reutens, Zhengyi Yang

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Multiple Instance Learning for Breast Cancer Magnetic Resonance Imaging.

Fahira A. Maken, Yaniv Gal, Darryl McClymont, Andrew P. Bradley

Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

2013

Mutual information-based binarisation of multiple images of an object: an application in medical imaging.

Yaniv Gal, Andrew Mehnert, Stephen E. Rose, Stuart Crozier

IET Comput. Vis., 2013

Performance Analysis of Three Microscope Slide Scanning Techniques.

Yilun Fan, Yaniv Gal, Andrew P. Bradley

Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Automated Classification of Bone and Air Volumes for Hybrid PET-MRI Brain Imaging.

Sze Liang Stanley Chan, Rosalind L. Jeffree, Michael Fay, Stuart Crozier, Zhengyi Yang, Yaniv Gal, Paul Thomas

Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012

Automatic Detection of Arterial Voxels in Dynamic Contrast-Enhanced MR Images of the Brain.

Sze Liang Stanley Chan, Yaniv Gal

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

2011

Automatic Estimation of Nearshore Wave Height from Video Timestacks.

Yaniv Gal, Matthew Browne, Christopher Lane

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Automatic Brain Tumour Segmentation in 18F-FDOPA PET Using PET/MRI Fusion.

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

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Qualitative and Quantitave Analysis of Six Image Fusion Methodologies and Their Application to Medical Imaging.

Seyyed Adel Alavi Fazel, Yaniv Gal, Zhengyi Yang, Viktor Vegh

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010

Computer Aided Analysis of Dynamic Contrast Enhanced MRI of Breast Cancer

Yaniv Gal

PhD thesis, 2010

Denoising of Dynamic Contrast-Enhanced MR Images Using Dynamic Nonlocal Means.

Yaniv Gal, Andrew Mehnert, Andrew P. Bradley, Kerry McMahon, Dominic Kennedy, Stuart Crozier

IEEE Trans. Medical Imaging, 2010

A new system for breakzone location and the measurement of breaking wave heights and periods.

Christopher Lane, Yaniv Gal, Matthew Browne, Andrew Short, Darrell Strauss, Rodger Tomlinson, Kathryn Jackson, Clarence Tan, Michael Blumenstein

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

Feature and Classifier Selection for Automatic Classification of Lesions in Dynamic Contrast-Enhanced MRI of the Breast.

Yaniv Gal, Andrew Mehnert, Andrew P. Bradley, Dominic Kennedy, Stuart Crozier

Proceedings of the DICTA 2009, 2009

2007

Automatic Segmentation of Enhancing Breast Tissue in Dynamic Contrast-Enhanced MR Images.

Yaniv Gal, Andrew Mehnert, Andrew P. Bradley, Kerry McMahon, Stuart Crozier

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

2001

Anti-Sequences: Event Detection by Frame Stacking.

Margarita Osadchy, Daniel Keren, Yaniv Gal

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001