| 2025 | MICCAI | Foundation Models as Class-Incremental Learners for Dermatological Image Classification. | Mohamed Elkhayat, Mohamed Mahmoud, Jamil Fayyad, Nourhan Bayasi |
| 2025 | MICCAI | LesionGen: A Concept-Guided Diffusion Model for Dermatology Image Synthesis. | Jamil Fayyad, Nourhan Bayasi, Ziyang Yu, Homayoun Najjaran |
| 2025 | WACV | Debiasify: Self-Distillation for Unsupervised Bias Mitigation. | Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh, Rafeef Garbi, Homayoun Najjaran |
| 2024 | CVPR | Continual-Zoo: Leveraging Zoo Models for Continual Classification of Medical Images. | Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi |
| 2024 | MICCAI | BiasPruner: Debiased Continual Learning for Medical Image Classification. | Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi |
| 2023 | MICCAI | Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification. | Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi |
| 2023 | MICCAI | MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets. | Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi |
| 2023 | MICCAI | AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets. | Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi |
| 2022 | CVPR | BoosterNet: Improving Domain Generalization of Deep Neural Nets using Culpability-Ranked Features. | Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi |
| 2022 | ECCV | FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning. | Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi |
| 2021 | MICCAI | Culprit-Prune-Net: Efficient Continual Sequential Multi-domain Learning with Application to Skin Lesion Classification. | Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi |
| 2015 | ISCAS | A 65-nm low power ECG feature extraction system. | Nourhan Bayasi, Temesghen Tekeste, Hani Saleh, Baker Mohammad, Mohammed Ismail |
| 2015 | ISCAS | Adaptive ECG interval extraction. | Temesghen Tekeste, Nourhan Bayasi, Hani Saleh, Ahsan Khandoker, Baker Mohammad, Mahmoud Al-Qutayri, Mohammed Ismail |