Rafeef Garbi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Image Segmentation

Feature Histograms

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

ISIC/Care-AI/MedAGI/DeCaF@MICCAI

Publications

Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
BiasPruner: Debiased Continual Learning for Medical Image Classification. CoRR (2024)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets. CoRR (2023)
Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi
Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets. MICCAI (4) (2023)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets. CoRR (2023)
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
BoosterNet: Improving Domain Generalization of Deep Neural Nets using Culpability-Ranked Features. CVPR (2022)
Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning. ECCV Workshops (4) (2022)
Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning. CoRR (2022)
Mohammad Arafat Hussain, Zahra Mirikharaji, Mohammad Momeny, Mahmoud Marhamati, Ali Asghar Neshat, Rafeef Garbi, Ghassan Hamarneh
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. 102 (2022)
Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi
Correction to: Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip. Int. J. Comput. Assist. Radiol. Surg. 17 (6) (2022)
Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi
Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip. Int. J. Comput. Assist. Radiol. Surg. 16 (7) (2021)
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
Cascaded Regression Neural Nets for Kidney Localization and Segmentation-free Volume Estimation. IEEE Trans. Medical Imaging 40 (6) (2021)
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
Learnable image histograms-based deep radiomics for renal cell carcinoma grading and staging. Comput. Medical Imaging Graph. 90 (2021)
Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
Culprit-Prune-Net: Efficient Continual Sequential Multi-domain Learning with Application to Skin Lesion Classification. MICCAI (7) (2021)
Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi
Uncertainty Estimation for Assessment of 3D US Scan Adequacy and DDH Metric Reliability. UNSURE/GRAIL@MICCAI (2020)
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
Renal Cell Carcinoma Staging with Learnable Image Histogram-Based Deep Neural Network. MLMI@MICCAI (2019)
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
ImHistNet: Learnable Image Histogram Based DNN with Application to Noninvasive Determination of Carcinoma Grades in CT Scans. MICCAI (6) (2019)
Houssam El-Hariri, Kishore Mulpuri, Antony J. Hodgson, Rafeef Garbi
Comparative Evaluation of Hand-Engineered and Deep-Learned Features for Neonatal Hip Bone Segmentation in Ultrasound. MICCAI (2) (2019)
Chris Yoon, Ghassan Hamarneh, Rafeef Garbi
Generalizable Feature Learning in the Presence of Data Bias and Domain Class Imbalance with Application to Skin Lesion Classification. MICCAI (4) (2019)
Chendi Wang, Bernard Ng, Rafeef Garbi
Multimodal Brain Parcellation Based on Functional and Anatomical Connectivity. Brain Connect. 8 (10) (2018)
Olivia Paserin, Kishore Mulpuri, Anthony Cooper, Antony J. Hodgson, Rafeef Garbi
Automated Dynamic 3D Ultrasound Assessment of Developmental Dysplasia of the Infant Hip. MSKI@MICCAI (2018)
Olivia Paserin, Kishore Mulpuri, Anthony Cooper, Antony J. Hodgson, Rafeef Garbi
Real Time RNN Based 3D Ultrasound Scan Adequacy for Developmental Dysplasia of the Hip. MICCAI (1) (2018)
Mohammad Arafat Hussain, Ghassan Hamarneh, Rafeef Garbi
Noninvasive Determination of Gene Mutations in Clear Cell Renal Cell Carcinoma Using Multiple Instance Decisions Aggregated CNN. MICCAI (2) (2018)