Nourhan Bayasi

Nourhan Bayasi

Postdoctoral Research Fellow
BC Cancer Research Institute

Founder & Mentor
Rising Scholars Hub (RiSH)

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RiSH | CLiMeM | WiM | MSB

Publications

Google Scholar Profile

2026
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arXiv
Representation-Level Adversarial Regularization for Clinically Aligned Multitask Thyroid Ultrasound Assessment
Dina Salama, Mohamed Mahmoud, Nourhan Bayasi, David Liu, Ilker Hacihaliloglu
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arXiv
Multi-Kernel Gated Decoder Adapters for Robust Multi-Task Thyroid Ultrasound under Cross-Center Shift
Maziar Sabouri, Nourhan Bayasi, Arman Rahmim
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2025
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MedIA 2025
BiasPruner: Mitigating bias transfer in continual learning for fair medical image analysis
Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
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ISIC Skin Image Analysis @ MICCAI 2025 Oral
LesionGen: A Concept-Guided Diffusion Model for Dermatology Image Synthesis
Jamil Fayyad, Nourhan Bayasi, Ziyang Yu, Homayoun Najjaran
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EMERGE @ MICCAI 2025 Oral Best Paper Award (3rd Place)
Foundation Models as Class-Incremental Learners for Dermatological Image Classification
Mohamed Elkhayat, Mohamed Mahmoud, Jamil Fayyad, Nourhan Bayasi
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WACV 2025
Debiasify: Self-Distillation for Unsupervised Bias Mitigation
Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh, Rafeef Garbi, Homayoun Najjaran
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2024
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MICCAI 2024 Oral · Top 4% Early Accept · Top 11% WiM Best Health Equity Paper WiM Best Oral Presentation (Runner-up)
BiasPruner: Debiased Continual Learning for Medical Image Classification
Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
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IEEE TMI 2024
GC2: Generalizable Continual Classification of Medical Images
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
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CLVISION @ CVPR 2024
Continual-Zoo: Leveraging Zoo Models for Continual Classification of Medical Images
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
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2023
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ISIC Skin Image Analysis @ MICCAI 2023 Oral
Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification
Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi
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ISIC Skin Image Analysis @ MICCAI 2023 Best Paper Award
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
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MICCAI 2023
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
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2022
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ISIC Skin Image Analysis @ ECCV 2022 Best Paper Award
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning
Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
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CVPR 2022
BoosterNet: Improving Domain Generalization of Deep Neural Nets using Culpability-Ranked Features
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
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2021
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MICCAI 2021 Early Accept · Top 11%
Culprit-Prune-Net: Efficient Continual Sequential Multi-domain Learning with Application to Skin Lesion Classification
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
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2019 & 2015
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AICSP Journal 2019
A Novel Algorithm for the Prediction and Detection of Ventricular Arrhythmia
Nourhan Bayasi, Temesghen Tekeste, Hani Saleh, Ahsan H. Khandoker, Baker Mohammad, Mohammed Ismail
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IEEE VLSI Transaction 2015 Best Paper Award
Low-power ECG-based Processor for Predicting Ventricular Arrhythmia
Nourhan Bayasi, Temesghen Tekeste, Hani Saleh, Baker Mohammad, Ahsan Khandoker, Mohammed Ismail
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