| 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 |
| 2020 | MICCAI | Uncertainty Estimation for Assessment of 3D US Scan Adequacy and DDH Metric Reliability. | Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi |
| 2019 | MICCAI | Comparative Evaluation of Hand-Engineered and Deep-Learned Features for Neonatal Hip Bone Segmentation in Ultrasound. | Houssam El-Hariri, Kishore Mulpuri, Antony J. Hodgson, Rafeef Garbi |
| 2019 | MICCAI | ImHistNet: Learnable Image Histogram Based DNN with Application to Noninvasive Determination of Carcinoma Grades in CT Scans. | Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi |
| 2019 | MICCAI | Renal Cell Carcinoma Staging with Learnable Image Histogram-Based Deep Neural Network. | Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi |
| 2019 | MICCAI | Generalizable Feature Learning in the Presence of Data Bias and Domain Class Imbalance with Application to Skin Lesion Classification. | Chris Yoon, Ghassan Hamarneh, Rafeef Garbi |
| 2018 | MICCAI | Noninvasive Determination of Gene Mutations in Clear Cell Renal Cell Carcinoma Using Multiple Instance Decisions Aggregated CNN. | Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi |
| 2018 | MICCAI | Real Time RNN Based 3D Ultrasound Scan Adequacy for Developmental Dysplasia of the Hip. | Olivia Paserin, Kishore Mulpuri, Anthony Cooper, Antony J. Hodgson, Rafeef Garbi |
| 2018 | MICCAI | Automated Dynamic 3D Ultrasound Assessment of Developmental Dysplasia of the Infant Hip. | Olivia Paserin, Kishore Mulpuri, Anthony Cooper, Antony J. Hodgson, Rafeef Garbi |