Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip.

Autor: Kannan A; Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada. arunk@ece.ubc.ca., Hodgson A; Department of Mechanical Engineering, University of British Columbia, Vancouver, Canada., Mulpuri K; Department of Orthopedic Surgery, British Columbia Children's Hospital, Vancouver, Canada., Garbi R; Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada.

Publikováno v: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2021 Jul; Vol. 16 (7), pp. 1121-1129. Date of Electronic Publication: 2021 May 09.

Active deep learning from a noisy teacher for semi-supervised 3D image segmentation: Application to COVID-19 pneumonia infection in CT.

Autor: Hussain MA; Medical Image Analysis Lab, Simon Fraser University, Burnaby, BC V5A 1S6, Canada. Electronic address: arafat@ece.ubc.ca., Mirikharaji Z; Medical Image Analysis Lab, Simon Fraser University, Burnaby, BC V5A 1S6, Canada. Electronic address: zmirikha@sfu.ca., Momeny M; Yazd University, Iran. Electronic address: mohamad.momeny@gmail.com., Marhamati M; Esfarayen Faculty of Medical Science, Iran. Electronic address: marhamatim@gmail.com., Neshat AA; Esfarayen Faculty of Medical Science, Iran. Electronic address: en.neshat@gmail.com., Garbi R; BiSICL, University of British Columbia, Vancouver, BC V6T 1Z4, Canada. Electronic address: rafeef@ece.ubc.ca., Hamarneh G; Medical Image Analysis Lab, Simon Fraser University, Burnaby, BC V5A 1S6, Canada. Electronic address: hamarneh@sfu.ca.

Publikováno v: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society [Comput Med Imaging Graph] 2022 Dec; Vol. 102, pp. 102127. Date of Electronic Publication: 2022 Oct 07.

Learnable image histograms-based deep radiomics for renal cell carcinoma grading and staging.

Autor: Hussain MA; BiSICL, University of British Columbia, Vancouver, BC V6T 1Z4, Canada. Electronic address: arafat@ece.ubc.ca., Hamarneh G; Medical Image Analysis Lab, Simon Fraser University, Burnaby, BC V5A 1S6, Canada. Electronic address: hamarneh@sfu.ca., Garbi R; BiSICL, University of British Columbia, Vancouver, BC V6T 1Z4, Canada. Electronic address: rafeef@ece.ubc.ca.

Publikováno v: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society [Comput Med Imaging Graph] 2021 Jun; Vol. 90, pp. 101924. Date of Electronic Publication: 2021 Apr 21.

Evaluating segment anything model (SAM) on MRI scans of brain tumors.

Autor: Ali, Luqman^1,2 (AUTHOR), Alnajjar, Fady¹ (AUTHOR), Swavaf, Muhammad¹ (AUTHOR), Elharrouss, Omar¹ (AUTHOR), Abd-alrazaq, Alaa³ (AUTHOR), Damseh, Rafat¹ (AUTHOR) rdamseh@uaeu.ac.ae

Publikováno v: Scientific Reports. 9/17/2024, Vol. 14 Issue 1, p1-16. 16p.

Ultrasound Bone Segmentation: A Scoping Review of Techniques and Validation Practices.

Autor: Pandey PU; Biomedical Engineering Department, University of British Columbia, Vacouver, British Columbia, Canada. Electronic address: prashant@ece.ubc.ca., Quader N; Electrical and Computer Engineering Department, University of British Columbia, Vacouver, British Columbia, Canada., Guy P; Department of Orthopaedics, University of British Columbia, Vacouver, British Columbia, Canada., Garbi R; Electrical and Computer Engineering Department, University of British Columbia, Vacouver, British Columbia, Canada., Hodgson AJ; Mechanical Engineering Department, University of British Columbia, Vacouver, British Columbia, Canada.

Publikováno v: Ultrasound in medicine & biology [Ultrasound Med Biol] 2020 Apr; Vol. 46 (4), pp. 921-935. Date of Electronic Publication: 2020 Jan 22.