BiasPruner: Debiased Continual Learning for Medical Image Classification

BiasPruner: Debiased Continual Learning for Medical Image Classification

11 July 2024

Ghassan Hamarneh

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Papers citing "BiasPruner: Debiased Continual Learning for Medical Image Classification"

8 / 8 papers shown

Title
Preventing Shortcut Learning in Medical Image Analysis through Intermediate Layer Knowledge Distillation from Specialist TeachersMachine Learning for Biomedical Imaging (MLBI), 2025 Christopher Boland Sotirios Tsaftaris Sonia Dahdouh 144 0 0 21 Nov 2025
LesionGen: A Concept-Guided Diffusion Model for Dermatology Image Synthesis Jamil Fayyad Nourhan Bayasi Ziyang Yu Homayoun Najjaran DiffM MedIm 88 0 0 30 Jul 2025
Confounder-Free Continual Learning via Recursive Feature Normalization Yash Shah Camila Gonzalez Mohammad H. Abbasi Qingyu Zhao K. Pohl Ehsan Adeli CLL BDL 295 0 0 11 Jul 2025
Subgroups Matter for Robust Bias Mitigation A. Alloula Charles Jones Ben Glocker Bartłomiej W. Papież 357 1 0 27 May 2025
Subgroup Performance Analysis in Hidden StratificationsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Alceu Bissoto Trung-Dung Hoang Tim Flühmann Susu Sun Christian F. Baumgartner Lisa M. Koch OOD 203 0 0 13 Mar 2025
Conformal-in-the-Loop for Learning with Imbalanced Noisy Data J. B. Graham-Knight Jamil Fayyad Nourhan Bayasi Patricia Lasserre Homayoun Najjaran 410 0 0 04 Nov 2024
Debiasify: Self-Distillation for Unsupervised Bias MitigationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Nourhan Bayasi Jamil Fayyad Ghassan Hamarneh Rafeef Garbi Homayoun Najjaran 325 1 0 01 Nov 2024
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects Pratibha Kumari Joohi Chauhan Afshin Bozorgpour Boqiang Huang Reza Azad Dorit Merhof 314 18 0 28 Dec 2023