Rafeef Garbi

30 papers A* 1A 1Journal 13Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
BiasPruner: Mitigating bias transfer in continual learning for fair medical image analysis.
Medical Image Anal.
Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
2025 A conf
Debiasify: Self-Distillation for Unsupervised Bias Mitigation.
WACV
Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh, Rafeef Garbi, Homayoun Najjaran
2024 — conf
BiasPruner: Debiased Continual Learning for Medical Image Classification.
MICCAI (10)
Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
2024 J jnl
BiasPruner: Debiased Continual Learning for Medical Image Classification.
CoRR
Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
2024 — conf
Continual-Zoo: Leveraging Zoo Models for Continual Classification of Medical Images.
CVPR Workshops
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2024 J jnl
Debiasify: Self-Distillation for Unsupervised Bias Mitigation.
CoRR
Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh, Rafeef Garbi, Homayoun Najjaran
2024 J jnl
GC
IEEE Trans. Medical Imaging
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2023 — conf
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2023 J jnl
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets.
CoRR
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2023 — conf
Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi
2023 — conf
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets.
MICCAI (4)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2023 J jnl
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets.
CoRR
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2022 J jnl
Active deep learning from a noisy teacher for semi-supervised 3D image segmentation: Application to COVID-19 pneumonia infection in CT.
Comput. Medical Imaging Graph.
Mohammad Arafat Hussain, Zahra Mirikharaji, Mohammad Momeny, Mahmoud Marhamati, Ali Asghar Neshat, Rafeef Garbi, Ghassan Hamarneh
2022 A* conf
BoosterNet: Improving Domain Generalization of Deep Neural Nets using Culpability-Ranked Features.
CVPR
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2022 J jnl
Correction to: Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip.
Int. J. Comput. Assist. Radiol. Surg.
Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi
2022 — conf
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning.
ECCV Workshops (4)
Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2022 J jnl
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning.
CoRR
Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2021 J jnl
Cascaded Regression Neural Nets for Kidney Localization and Segmentation-free Volume Estimation.
IEEE Trans. Medical Imaging
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
2021 — conf
Culprit-Prune-Net: Efficient Continual Sequential Multi-domain Learning with Application to Skin Lesion Classification.
MICCAI (7)
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2021 J jnl
Learnable image histograms-based deep radiomics for renal cell carcinoma grading and staging.
Comput. Medical Imaging Graph.
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
2021 J jnl
Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip.
Int. J. Comput. Assist. Radiol. Surg.
Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi
2020 — conf
Uncertainty Estimation for Assessment of 3D US Scan Adequacy and DDH Metric Reliability.
UNSURE/GRAIL@MICCAI
Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi
2019 — conf
Comparative Evaluation of Hand-Engineered and Deep-Learned Features for Neonatal Hip Bone Segmentation in Ultrasound.
MICCAI (2)
Houssam El-Hariri, Kishore Mulpuri, Antony J. Hodgson, Rafeef Garbi
2019 — conf
Generalizable Feature Learning in the Presence of Data Bias and Domain Class Imbalance with Application to Skin Lesion Classification.
MICCAI (4)
Chris Yoon, Ghassan Hamarneh, Rafeef Garbi
2019 — conf
ImHistNet: Learnable Image Histogram Based DNN with Application to Noninvasive Determination of Carcinoma Grades in CT Scans.
MICCAI (6)
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
2019 — conf
Renal Cell Carcinoma Staging with Learnable Image Histogram-Based Deep Neural Network.
MLMI@MICCAI
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
2018 — conf
Automated Dynamic 3D Ultrasound Assessment of Developmental Dysplasia of the Infant Hip.
MSKI@MICCAI
Olivia Paserin, Kishore Mulpuri, Anthony Cooper, Antony J. Hodgson, Rafeef Garbi
2018 J jnl
Multimodal Brain Parcellation Based on Functional and Anatomical Connectivity.
Brain Connect.
Chendi Wang, Bernard Ng, Rafeef Garbi
2018 — conf
Noninvasive Determination of Gene Mutations in Clear Cell Renal Cell Carcinoma Using Multiple Instance Decisions Aggregated CNN.
MICCAI (2)
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
2018 — conf
Real Time RNN Based 3D Ultrasound Scan Adequacy for Developmental Dysplasia of the Hip.
MICCAI (1)
Olivia Paserin, Kishore Mulpuri, Anthony Cooper, Antony J. Hodgson, Rafeef Garbi