Mohammed R. S. Sunoqrot
Background and activities
A researcher at the MR Cancer Group with a background in Medical Technology and Biomedical Engineering. I have experience with medical image analysis, image processing, data management, machine learning and radiomics.
My current work aims to develop Computer-Aided Diagnosis systems for prostate cancer using multiparametric MRI, which could be used to improve the treatment of prostate cancer in clinical practise.
In August 2021, I received a PhD in in Medical Technology from the Norwegian University of Science and Technology - NTNU (Trondheim, Norway). In 2016, I received an MSc in Biomedical Engineering with distinction from University of Dundee (UK). In 2014, I received a BSc in Biomedical Engineering from the German Jordanian University (Jordan).
Scientific, academic and artistic work
Displaying a selection of activities. See all publications in the database
Journal publications
- (2022) Pseudo-T2 mapping for normalization of T2-weighted prostate MRI. Magnetic Resonance Materials in Physics, Biology and Medicine.
- (2021) The reproducibility of deep learning-based segmentation of the prostate gland and zones on t2-weighted mr images. Diagnostics (Basel). vol. 11 (9).
- (2020) Automated reference tissue normalization of T2-weighted MR images of the prostate using object recognition. Magnetic Resonance Materials in Physics, Biology and Medicine. vol. 34 (2).
- (2020) A quality control system for automated prostate segmentation on T2-weighted MRI. Diagnostics (Basel). vol. 10 (9).
- (2019) Relative enhanced diffusivity in prostate cancer: Protocol optimization and diagnostic potential. Journal of Magnetic Resonance Imaging.
Report/dissertation
- (2021) Computer-Aided Diagnosis of Prostate Cancer Using Multiparametric MRI: Pre-processing, Segmentation and Quality Control. 2021. ISBN 9788232665310.
Others
- (2021) Repeatability of Radiomic Features in T2-Weighted Prostate MRI: Impact of Pre-processing Configurations. 2021 ISMRM Annual Meeting & Exhibition . ISMRM; Virtual. 2021-05-15 - 2021-05-20.
- (2021) Prostate Cancer Detection on T2-weighted MR images with Generative Adversarial Networks. ISMRM & SMRT 2021 . International Society for Magnetic Resonance in Medicine; Vitrual Conference. 2021-05-15 - 2021-05-20.
- (2021) Computer-Aided Diagnosis of Prostate Cancer Using Multiparametric MRI. Idletechs AS learning session . Idletechs AS; Virtual. 2021-04-16.
- (2021) Normalization, Segmentation, and Quality Control in Radiomics. IEEE EMBS Indonesia Webinar "Introduction to Radiomics" . IEEE EMBS Indonesia; Virtual. 2021-02-18 - 2021-02-18.
- (2021) A deep learning-based quality control system for co-registration of prostate MR images. MMIV Conference 2021 . Mohn Medical Imaging and Visualization Centre (MMIV); Bergen. 2021-12-09 - 2021-12-10.
- (2021) The repeatability of deep learning based segmentation of the prostate, peripheral and transition zones on T2-weighted MR images. 2021 ISMRM Annual Meeting & Exhibition . ISMRM; Virtual. 2021-05-15 - 2021-05-20.
- (2021) Pseudo-T2 mapping of T2-weighted MRI of the prostate: Comparison to gold standard. 2021 ISMRM Annual Meeting & Exhibition ; 2021-05-15 - 2021-05-20.
- (2021) Automated reference tissue normalization of prostate T2-weighted MRI on a large, multicenter dataset. 2021 ISMRM Annual Meeting & Exhibition ; 2021-05-15 - 2021-05-20.
- (2020) The repeatability of deep learning-based segmentation of the prostate on T2-weighted MR images. 2020 ISMRM & SMRT VIRTUAL CONFERENCE . International Society for Magnetic Resonance in Medicine; VIRTUAL. 2020-08-08 - 2020-08-14.
- (2019) Object recognition for fully automated reference tissue normalization of T2-weighted MR images of the prostate. ISMRM 27th Annual Meeting . International Society for Magnetic Resonance in Medicine; Montréal. 2019-05-11 - 2019-05-16.
- (2019) A quality control system for automated prostate segmentation on T2-weighted MRI. ISMRM 27th Annual Meeting . International Society for Magnetic Resonance in Medicine (I); Montréal. 2019-05-11 - 2019-05-16.
- (2019) A quality control system for automated prostate segmentation on T2-weighted MRI. the annual Biotechnology Research and Innovation (DigitalLife 2019) conference . Digital Life Norway (DLN); Tromsø. 2019-09-05 - 2019-09-06.
- (2018) Magneter og medisin, RN-2018. Researchers Night; Ungdommens forskernatt . Forskningsdagene; NTNU, Trondheim. 2018-09-28 - 2018-09-28.
- (2018) The diagnostic potential and repeatability of Relative Enhanced Diffusivity (RED) as a biomarker for prostate cancer. Joint Annual Meeting ISMRM-ESMRMB 2018 . International Society for Magnetic Resonance in Medicine; Paris. 2018-06-16 - 2018-06-21.
- (2018) The repeatability of fully automated atlas-based prostate segmentation on T2-weighted MR images. Joint Annual Meeting ISMRM-ESMRMB 2018 . International Society for Magnetic Resonance in Medicine; Paris. 2018-06-16 - 2018-06-21.
- (2018) A quality control system for automated prostate segmentation on T2-weighted MRI. ISMRM Nordic Chapter Meeting . ISMRM Nordic Chapter; Trondheim. 2018-10-25 - 2018-10-25.
- (2017) DE VERDIFULLE BILDENE. Forskningstorget 2017 . NTNU, Forskningsdagene; Trondheim. 2017-09-22 - 2017-09-23.