Faculty profile
Rafeef Garbi
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of British Columbia directory, so their courses may be missing. Find their university profile.
Research
Latest papers
BiasPruner: Mitigating bias transfer in continual learning for fair medical image analysis.
Medical image analysis · 2025 · senior author
SegFormer3D: Improving the Robustness of Deep Learning Model-Based Image Segmentation in Ultrasound Volumes of the Pediatric Hip.
Ultrasound in medicine & biology · 2025 · senior author
Active deep learning from a noisy teacher for semi-supervised 3D image segmentation: Application to COVID-19 pneumonia infection in CT.
Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society · 2022
Latest funding
- $276,000
Towards Generalizable Reasoned Deep Learning for Efficient Interpretable Medical Image Computing
NSERC · 2020 · Principal investigator
- $255,000
Integrative Computational Models for Multi-Modal Analysis of Structural and Functional Neuroimaging Data
NSERC · 2014 · Principal investigator
- $213,832
Using Three-Dimensional Ultrasound to Improve Diagnosis, Guide Surgery and Reduce Radiation in Orthopaedic Trauma and Pediatric Orthopaedics
CIHR · 2014 · Co-investigator
10 publications.
BiasPruner: Mitigating bias transfer in continual learning for fair medical image analysis.
Bayasi N, Fayyad J, Bissoto A, Hamarneh G, Garbi R
SegFormer3D: Improving the Robustness of Deep Learning Model-Based Image Segmentation in Ultrasound Volumes of the Pediatric Hip.
Hers B, Bonta M, Du S, Mulpuri K, Schaeffer EK, Hodgson AJ, Garbi R
Active deep learning from a noisy teacher for semi-supervised 3D image segmentation: Application to COVID-19 pneumonia infection in CT.
Hussain MA, Mirikharaji Z, Momeny M, Marhamati M, Neshat AA, Garbi R, Hamarneh G
Correction to: Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip.
Kannan A, Hodgson A, Mulpuri K, Garbi R
Automatically Delineating Key Anatomy in 3-D Ultrasound Volumes for Hip Dysplasia Screening.
El-Hariri H, Hodgson AJ, Mulpuri K, Garbi R
Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip.
Kannan A, Hodgson A, Mulpuri K, Garbi R
Learnable image histograms-based deep radiomics for renal cell carcinoma grading and staging.
Hussain MA, Hamarneh G, Garbi R
3-D Ultrasound Imaging Reliability of Measuring Dysplasia Metrics in Infants.
Quader N, Hodgson AJ, Mulpuri K, Cooper A, Garbi R
Ultrasound Bone Segmentation: A Scoping Review of Techniques and Validation Practices.
Pandey PU, Quader N, Guy P, Garbi R, Hodgson AJ
Multimodal Brain Parcellation Based on Functional and Anatomical Connectivity.
Wang C, Ng B, Garbi R
Towards Generalizable Reasoned Deep Learning for Efficient Interpretable Medical Image Computing
Principal investigators: Garbi, Rafeef
Keywords: medical image computing; computer vision; image analysis; artificial intelligence; machine learning; deep learning; image processing
Integrative Computational Models for Multi-Modal Analysis of Structural and Functional Neuroimaging Data
Principal investigators: Garbi, Rafeef
Using Three-Dimensional Ultrasound to Improve Diagnosis, Guide Surgery and Reduce Radiation in Orthopaedic Trauma and Pediatric Orthopaedics
Principal investigators: Hodgson, Antony J; Guy, Pierre
Keywords: Computer-Assisted Surgery; Developmental Dysplasia Of The Hip; Diagnosis; Fracture; Orthopaedic Trauma; Phase Symmetry; Registration; Ultrasound
Model-based prediction of mastication and swallowing outcomes for head and neck surgery
Principal investigators: Fels, Sidney S
Keywords: Advanced Finite Element Methods; Advanced Image Processing; Biochemical Modeling; Biomedical Applications; Computational Fluid Dynamics; Deformable Tissue Modeling; Dysphagia; Oral Health; Patient Specific Modeling; Swallowing Models
CIHR Training Grant in Bioinformatics for Health Research
Principal investigators: Jones, Steven; Brinkman, Fiona S
Keywords: Bioinformatics; Computer Science; Epidemiology; Genomics; Proteomics; Statistics
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Kishore Mulpuri and Anthony Cooper: 7 shared papers
- Pierre Guy and Antony Hodgson: 5 shared papers
- Kishore Mulpuri and Rafeef Garbi: 5 shared papers
- Antony Hodgson and Kishore Mulpuri: 2 shared papers
- Antony Hodgson and Rafeef Garbi: 2 shared papers
- Pierre Guy and Rafeef Garbi: 1 shared paper
- Anthony Cooper and Rafeef Garbi: 1 shared paper
- Mechanical Engineering
- Electrical and Computer Engineering
- Orthopedics
- Rheumatology and Orthopaedic Surgery
Co-authors at University of British Columbia, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.