Ismail Ben Ayed
Montreal, QC, Canada
Last Updated: 09/26/2026
Save publications for later
Sign Up
Not sure about your diagnosis?
Check Your Symptoms
Found 28 publications
Deep Learning Models Connecting Images and Text: A Primer for Radiologists.
Journal: Radiographics : a review publication of the Radiological Society of North America, Inc
Published: August 14, 2025
Neighbor-aware calibration of segmentation networks with penalty-based constraints.
Journal: Medical image analysis
Published: January 25, 2024
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation.
Journal: Medical image analysis
Published: December 15, 2023
A Foundation Language-Image Model of the Retina (FLAIR): encoding expert knowledge in text supervision.
Journal: Medical image analysis
Published: August 25, 2023
Do we really need dice? The hidden region-size biases of segmentation losses.
Journal: Medical image analysis
Published: September 22, 2022
Segmentation with mixed supervision: Confidence maximization helps knowledge distillation.
Journal: Medical image analysis
Published: September 22, 2021
Source-free domain adaptation for image segmentation.
Journal: Medical image analysis
Published: July 21, 2021
Annotation-efficient deep learning for automatic medical image segmentation.
Journal: Nature communications
Published: May 31, 2021
3D Motion Estimation of Left Ventricular Dynamics Using MRI and Track-to-Track Fusion.
Journal: IEEE journal of translational engineering in health and medicine
Published: November 21, 2019
Boundary loss for highly unbalanced segmentation.
Journal: Medical image analysis
Published: October 01, 2019
Non-uniform Label Smoothing for Diabetic Retinopathy Grading from Retinal Fundus Images with Deep Neural Networks.
Journal: Translational vision science & technology
Published: September 26, 2019
Discretely-constrained deep network for weakly supervised segmentation.
Journal: Neural networks : the official journal of the International Neural Network Society
Published: August 15, 2019
Last Updated: 09/26/2026