Mohammed R. S. Sunoqrot
Om
En postdoktorforsker ved CIMORe-gruppen med bakgrunn innen medisinsk teknologi og biomedisinsk ingeniørfag. Jeg har erfaring med medisinsk bildeanalyse, bildebehandling, datamanagement, radiomics, maskinlæring og dyp læring.
Mitt hovedfokus er å utvikle, forbedre og teste datastøttede diagnosesystemer for prostatakreft ved bruk av multiparametrisk MR. Disse systemene har potensial til å forbedre behandlingen av prostatakreft i klinisk praksis betydelig.
Jeg fullførte min doktorgrad i medisinsk teknologi ved Norges teknisk-naturvitenskapelige universitet (NTNU) i Trondheim, Norge, i august 2021. Før det fullførte jeg en MSc i biomedisinsk ingeniørfag med utmerkelse fra University of Dundee i Storbritannia i 2016, og en BSc i biomedisinsk ingeniørfag fra German Jordanian University i Jordan i 2014.
Personlig nettside https://mohammedsunoqrot.github.io
Forskning
AI-based decision support system for detection and localization of prostate cancer
The aim of this project is to develop, optimize, and validate a robust, accurate, precise and generalized AI-based decision support system using mpMRI for prostate cancer detection and localization with a large, multicenter cohort.
Publikasjoner
2026
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Sunoqrot, Mohammed R. S.;
Segre, Rebecca;
Nketiah, Gabriel Addio;
Davik, Petter;
Sjøbakk, Torill Eidhammer;
Langørgen, Sverre;
Elschot, Mattijs;
Bathen, Tone Frost.
(2026)
Prospective validation of an AI software for detecting clinically significant prostate cancer on biparametric MRI.
Insights into Imaging
Vitenskapelig artikkel
2025
-
Moradi, Ashkan;
Zerka, Fadila;
Bosma, Joeran S.;
Sunoqrot, Mohammed R. S.;
Abrahamsen, Bendik Skarre;
Derya, Yakar;
Geerdink, Jeroen;
Huisman, Hendrik Johannes;
Bathen, Tone Frost;
Elschot, Mattijs.
(2025)
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study.
Radiology: Artificial Intelligence (RAI)
Vitenskapelig artikkel
2024
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Saha, Anindo;
Bosma, Joeran S;
Twilt, Jasper J;
Ginneken, Bram van;
Bjartell, Anders;
Padhani, Anwar R;
Bonekamp, David;
Villeirs, Geert;
Salomon, Georg;
Giannarini, Gianluca.
(2024)
Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study.
The Lancet Oncology
Vitenskapelig artikkel
2023
-
Meglic, Jakob;
Sunoqrot, Mohammed R. S.;
Bathen, Tone Frost;
Elschot, Mattijs.
(2023)
Label-set impact on deep learning-based prostate segmentation on MRI.
Insights into Imaging
Vitenskapelig artikkel
-
Patsanis, Alexandros;
Sunoqrot, Mohammed R. S.;
Langørgen, Sverre;
Wang, Hao;
Selnæs, Kirsten Margrete;
Bertilsson, Maria Helena;
Bathen, Tone Frost;
Elschot, Mattijs.
(2023)
A comparison of Generative Adversarial Networks for automated prostate cancer detection on T2-weighted MRI.
Informatics in Medicine Unlocked (IMU)
Vitenskapelig artikkel
-
Patsanis, Alexandros;
Sunoqrot, Mohammed R. S.;
Bathen, Tone Frost;
Elschot, Mattijs.
(2023)
CROPro: a tool for automated cropping of prostate magnetic resonance images.
Journal of Medical Imaging
Vitenskapelig artikkel
-
Dewi, Dyah Ekashanti Octorina;
Sunoqrot, Mohammed R. S.;
Nketiah, Gabriel Addio;
Sandsmark, Elise;
Giskeødegård, Guro F.;
Langørgen, Sverre;
Bertilsson, Maria Helena;
Elschot, Mattijs;
Bathen, Tone Frost.
(2023)
The impact of pre-processing and disease characteristics on reproducibility of T2-weighted MRI radiomics features.
Magnetic Resonance Materials in Physics, Biology and Medicine
Vitenskapelig artikkel
2022
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Sørland, Kaia Ingerdatter;
Sunoqrot, Mohammed R. S.;
Sandsmark, Elise;
Langørgen, Sverre;
Bertilsson, Helena;
Trimble, Christopher George;
Lin, Gigin;
Selnæs, Kirsten Margrete;
Goa, Pål Erik;
Bathen, Tone Frost.
(2022)
Pseudo-T2 mapping for normalization of T2-weighted prostate MRI.
Magnetic Resonance Materials in Physics, Biology and Medicine
Vitenskapelig artikkel
-
Sunoqrot, Mohammed R. S.;
Saha, Anindo;
Hosseinzadeh, Matin;
Elschot, Mattijs;
Huisman, Henkjan J..
(2022)
Artificial intelligence for prostate MRI: open datasets, available applications, and grand challenges.
European Radiology Experimental
Vitenskapelig artikkel
2021
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Sunoqrot, Mohammed R. S.;
Elschot, Mattijs;
Bathen, Tone Frost;
Selnæs, Kirsten Margrete;
Martens, Harald Aagaard.
(2021)
Computer-Aided Diagnosis of Prostate Cancer Using Multiparametric MRI: Preprocessing, Segmentation and Quality Control.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
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Sunoqrot, Mohammed R. S.;
Selnæs, Kirsten Margrete;
Sandsmark, Elise;
Langørgen, Sverre;
Bertilsson, Helena;
Bathen, Tone Frost;
Elschot, Mattijs.
(2021)
The reproducibility of deep learning-based segmentation of the prostate gland and zones on t2-weighted mr images.
Diagnostics (Basel)
Vitenskapelig artikkel
2020
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Sunoqrot, Mohammed R. S.;
Selnæs, Kirsten Margrete;
Sandsmark, Elise;
Nketiah, Gabriel Addio;
Zavala-Romero, Olmo;
Stoyanova, Radka;
Bathen, Tone Frost;
Elschot, Mattijs.
(2020)
A quality control system for automated prostate segmentation on T2-weighted MRI.
Diagnostics (Basel)
Vitenskapelig artikkel
-
Sunoqrot, Mohammed R. S.;
Nketiah, Gabriel Addio;
Selnæs, Kirsten Margrete;
Bathen, Tone Frost;
Elschot, Mattijs.
(2020)
Automated reference tissue normalization of T2-weighted MR images of the prostate using object recognition.
Magnetic Resonance Materials in Physics, Biology and Medicine
Vitenskapelig artikkel
2019
-
Billdal, Daniel Chen;
While, Peter Thomas;
Selnæs, Kirsten Margrete;
Sunoqrot, Mohammed;
Langørgen, Sverre;
Bertilsson, Helena;
Bathen, Tone Frost;
Elschot, Mattijs.
(2019)
Relative enhanced diffusivity in prostate cancer: Protocol optimization and diagnostic potential.
Journal of Magnetic Resonance Imaging
Vitenskapelig artikkel
Tidsskriftspublikasjoner
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Sunoqrot, Mohammed R. S.;
Segre, Rebecca;
Nketiah, Gabriel Addio;
Davik, Petter;
Sjøbakk, Torill Eidhammer;
Langørgen, Sverre;
Elschot, Mattijs;
Bathen, Tone Frost.
(2026)
Prospective validation of an AI software for detecting clinically significant prostate cancer on biparametric MRI.
Insights into Imaging
Vitenskapelig artikkel
-
Billdal, Daniel Chen;
While, Peter Thomas;
Selnæs, Kirsten Margrete;
Sunoqrot, Mohammed;
Langørgen, Sverre;
Bertilsson, Helena;
Bathen, Tone Frost;
Elschot, Mattijs.
(2019)
Relative enhanced diffusivity in prostate cancer: Protocol optimization and diagnostic potential.
Journal of Magnetic Resonance Imaging
Vitenskapelig artikkel
-
Sunoqrot, Mohammed R. S.;
Selnæs, Kirsten Margrete;
Sandsmark, Elise;
Langørgen, Sverre;
Bertilsson, Helena;
Bathen, Tone Frost;
Elschot, Mattijs.
(2021)
The reproducibility of deep learning-based segmentation of the prostate gland and zones on t2-weighted mr images.
Diagnostics (Basel)
Vitenskapelig artikkel
-
Sørland, Kaia Ingerdatter;
Sunoqrot, Mohammed R. S.;
Sandsmark, Elise;
Langørgen, Sverre;
Bertilsson, Helena;
Trimble, Christopher George;
Lin, Gigin;
Selnæs, Kirsten Margrete;
Goa, Pål Erik;
Bathen, Tone Frost.
(2022)
Pseudo-T2 mapping for normalization of T2-weighted prostate MRI.
Magnetic Resonance Materials in Physics, Biology and Medicine
Vitenskapelig artikkel
-
Sunoqrot, Mohammed R. S.;
Selnæs, Kirsten Margrete;
Sandsmark, Elise;
Nketiah, Gabriel Addio;
Zavala-Romero, Olmo;
Stoyanova, Radka;
Bathen, Tone Frost;
Elschot, Mattijs.
(2020)
A quality control system for automated prostate segmentation on T2-weighted MRI.
Diagnostics (Basel)
Vitenskapelig artikkel
-
Meglic, Jakob;
Sunoqrot, Mohammed R. S.;
Bathen, Tone Frost;
Elschot, Mattijs.
(2023)
Label-set impact on deep learning-based prostate segmentation on MRI.
Insights into Imaging
Vitenskapelig artikkel
-
Moradi, Ashkan;
Zerka, Fadila;
Bosma, Joeran S.;
Sunoqrot, Mohammed R. S.;
Abrahamsen, Bendik Skarre;
Derya, Yakar;
Geerdink, Jeroen;
Huisman, Hendrik Johannes;
Bathen, Tone Frost;
Elschot, Mattijs.
(2025)
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study.
Radiology: Artificial Intelligence (RAI)
Vitenskapelig artikkel
-
Sunoqrot, Mohammed R. S.;
Saha, Anindo;
Hosseinzadeh, Matin;
Elschot, Mattijs;
Huisman, Henkjan J..
(2022)
Artificial intelligence for prostate MRI: open datasets, available applications, and grand challenges.
European Radiology Experimental
Vitenskapelig artikkel
-
Patsanis, Alexandros;
Sunoqrot, Mohammed R. S.;
Langørgen, Sverre;
Wang, Hao;
Selnæs, Kirsten Margrete;
Bertilsson, Maria Helena;
Bathen, Tone Frost;
Elschot, Mattijs.
(2023)
A comparison of Generative Adversarial Networks for automated prostate cancer detection on T2-weighted MRI.
Informatics in Medicine Unlocked (IMU)
Vitenskapelig artikkel
-
Sunoqrot, Mohammed R. S.;
Nketiah, Gabriel Addio;
Selnæs, Kirsten Margrete;
Bathen, Tone Frost;
Elschot, Mattijs.
(2020)
Automated reference tissue normalization of T2-weighted MR images of the prostate using object recognition.
Magnetic Resonance Materials in Physics, Biology and Medicine
Vitenskapelig artikkel
-
Saha, Anindo;
Bosma, Joeran S;
Twilt, Jasper J;
Ginneken, Bram van;
Bjartell, Anders;
Padhani, Anwar R;
Bonekamp, David;
Villeirs, Geert;
Salomon, Georg;
Giannarini, Gianluca.
(2024)
Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study.
The Lancet Oncology
Vitenskapelig artikkel
-
Patsanis, Alexandros;
Sunoqrot, Mohammed R. S.;
Bathen, Tone Frost;
Elschot, Mattijs.
(2023)
CROPro: a tool for automated cropping of prostate magnetic resonance images.
Journal of Medical Imaging
Vitenskapelig artikkel
-
Dewi, Dyah Ekashanti Octorina;
Sunoqrot, Mohammed R. S.;
Nketiah, Gabriel Addio;
Sandsmark, Elise;
Giskeødegård, Guro F.;
Langørgen, Sverre;
Bertilsson, Maria Helena;
Elschot, Mattijs;
Bathen, Tone Frost.
(2023)
The impact of pre-processing and disease characteristics on reproducibility of T2-weighted MRI radiomics features.
Magnetic Resonance Materials in Physics, Biology and Medicine
Vitenskapelig artikkel
Studentoppgave eller avhandling
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Sunoqrot, Mohammed R. S.;
Elschot, Mattijs;
Bathen, Tone Frost;
Selnæs, Kirsten Margrete;
Martens, Harald Aagaard.
(2021)
Computer-Aided Diagnosis of Prostate Cancer Using Multiparametric MRI: Preprocessing, Segmentation and Quality Control.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
Formidling
2026
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KonferanseforedragSegre, Rebecca; Sunoqrot, Mohammed R. S.; Nketiah, Gabriel Addio; Davik, Petter; Langørgen, Sverre; Elschot, Mattijs; Bathen, Tone Frost. (2026) PROVIZ Proof-of-Technology Study: Performance of a machine learning software for detection of clinically significant prostate cancer on biparametric MRI in a prospective clinical study. European Congress of Radiology 2025
2025
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ForedragSunoqrot, Mohammed R. S.. (2025) Prospective Validation of an AI Software for Detecting Clinically Significant Prostate Cancer on Biparametric MRI (Lecture). MIRA Seminar
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ForedragSunoqrot, Mohammed R. S.; Nketiah, Gabriel Addio. (2025) PROVIZ - A Journey Through Innovation. påDRIV Foredragsserie
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KonferanseposterSunoqrot, Mohammed R. S.; Segre, Rebecca; Sjøbakk, Torill Eidhammer; Nketiah, Gabriel Addio; Davik, Petter; Langørgen, Sverre; Elschot, Mattijs; Bathen, Tone Frost. (2025) Preliminary Results of Prospective Clinical Study Evaluating Machine Learning Software forDetecting Significant Prostate Cancer on bpMRI. 2025 ISMRM & ISMRT Annual Meeting & Exhibition
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KonferanseposterBozorgpana, Selma; Indri, Desiati; Sunoqrot, Mohammed R. S.; Nketiah, Gabriel Addio; Giskeødegård, Guro F.; Tessem, May-Britt; Elschot, Mattijs; Bathen, Tone Frost. (2025) Integrating radiomic features from bpMRI with clinical variables for enhanced prediction of prostate cancer recurrence. The ECR (European Congress of Radiology) 2025
2024
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KonferanseposterSegre, Rebecca; Nketiah, Gabriel Addio; Nael, Axel; Sunoqrot, Mohammed R. S.; Bathen, Tone Frost; Elschot, Mattijs. (2024) Explaining MRI radiomics-based detection of prostate cancer using clinical concepts. 2024 ISMRM & ISMRT Annual Meeting & Exhibition
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ForedragSunoqrot, Mohammed R. S.. (2024) AI for Prostate Cancer: Insights from the PROVIZ Study. MAGNETOMforum 2024
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ForedragSunoqrot, Mohammed R. S.. (2024) A personal journey through innovation in academia. 8th conference of Digital Life Norway Research School
2023
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KonferanseposterPatsanis, Alexandros; Sunoqrot, Mohammed R. S.; Sandsmark, Elise; Langørgen, Sverre; Bertilsson, Helena; Selnæs, Kirsten Margrete; Nketiah, Gabriel Addio; Wang, Hao; Bathen, Tone Frost; Elschot, Mattijs. (2023) Improving Prostate Cancer Detection Using Bi-parametric MRI with Conditional Generative Adversarial Networks. 2023 ISMRM & ISMRT
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KonferanseposterSegre, Rebecca; Sunoqrot, Mohammed R. S.; Nketiah, Gabriel Addio; Patsanis, Alexandros; Bathen, Tone Frost; Elschot, Mattijs. (2023) Biparametric MRI classification model for prostate cancer detection using a combination of prediction maps. 2023 ISMRM & ISMRT Annual Meeting & Exhibition
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KonferanseposterMeglic, Jakob; Sunoqrot, Mohammed R. S.; Bathen, Tone Frost; Elschot, Mattijs. (2023) Impact of label-set on the performance of the deep learning-based segmentation of the prostate gland and zones on T2-weighted MR images. 2023 ISMRM & ISMRT Annual Meeting & Exhibition
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ForedragSunoqrot, Mohammed R. S.. (2023) From Research to Reality: A Look at the Challenges & Practicalities of Deploying AI Radiology in Clinical Practice. MAGNETOMforum
2022
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KonferanseposterPatsanis, Alexandros; Sunoqrot, Mohammed R. S.; Langørgen, Sverre; Wang, Hao; Selnæs, Kirsten Margrete; Bertilsson, Helena; Bathen, Tone Frost; Elschot, Mattijs. (2022) A comparison of Generative Adversarial Networks for Automated Prostate Cancer Detection on T2-weighted Magnetic Resonance Images. Autumn Research School in Artificial Intelligence Methods in Medical Imaging 2022
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KonferanseposterDewi, Dyah Ekashanti Octorina; Sunoqrot, Mohammed R. S.; Nketiah, Gabriel Addio; Sandsmark, Elise; Langørgen, Sverre; Bertilsson, Maria Helena; Elschot, Mattijs; Bathen, Tone Frost. (2022) Developing a Delta Radiomics Framework for Prostate Cancer Progression Biomarkers in Patients under Active Surveillance: Pilot Study. International Society of Magnetic Resonance in Medicine (ISMRM) annual meeting
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KonferanseposterZerka, Fadila; Sunoqrot, Mohammed R. S.; Abrahamsen, Bendik Skarre; Patsanis, Alexandros; Bathen, Tone Frost; Elschot, Mattijs. (2022) A privacy-preserving federated learning infrastructure for prostate segmentation on T2-Weighted MRI. Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting
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KonferanseposterSunoqrot, Mohammed R. S.; Selnæs, Kirsten Margrete; Abrahamsen, Bendik Skarre; Patsanis, Alexandros; Nketiah, Gabriel Addio; Bathen, Tone Frost; Elschot, Mattijs. (2022) A deep learning-based quality control system for co-registration of prostate MR images. Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting
2021
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KonferanseposterPatsanis, Alexandros; Sunoqrot, Mohammed R. S.; Sandsmark, Elise; Langørgen, Sverre; Bertilsson, Helena; Selnæs, Kirsten Margrete; Nketiah, Gabriel Addio; Wang, Hao; Bathen, Tone Frost; Elschot, Mattijs. (2021) Improving Prostate Cancer Detection Using Bi-parametric MRI with Conditional Generative Adversarial Networks. MMIV Conference 2021
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KonferanseforedragSunoqrot, Mohammed R. S.. (2021) Normalization, Segmentation, and Quality Control in Radiomics. IEEE EMBS Indonesia Webinar "Introduction to Radiomics"
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KonferanseforedragSunoqrot, Mohammed R. S.. (2021) Computer-Aided Diagnosis of Prostate Cancer Using Multiparametric MRI. Idletechs AS learning session
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KonferanseposterSunoqrot, Mohammed R. S.; Selnæs, Kirsten Margrete; Sandsmark, Elise; Langørgen, Sverre; Bertilsson, Helena; Bathen, Tone Frost; Elschot, Mattijs. (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
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KonferanseposterSunoqrot, Mohammed R. S.; Selnæs, Kirsten Margrete; Abrahamsen, Bendik Skarre; Patsanis, Alexandros; Nketiah, Gabriel Addio; Bathen, Tone Frost; Elschot, Mattijs. (2021) A deep learning-based quality control system for co-registration of prostate MR images. MMIV Conference 2021
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KonferanseforedragPatsanis, Alexandros; Sunoqrot, Mohammed R. S.; Sandsmark, Elise; Langørgen, Sverre; Bertilsson, Helena; Selnæs, Kirsten Margrete; Wang, Hao; Bathen, Tone Frost; Elschot, Mattijs. (2021) Prostate Cancer Detection on T2-weighted MR images with Generative Adversarial Networks. ISMRM & SMRT 2021
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KonferanseposterDewi, Dyah Ekashanti Octorina; Sunoqrot, Mohammed R. S.; Nketiah, Gabriel Addio; Sandsmark, Elise; Langørgen, Sverre; Bertilsson, Helena; Elschot, Mattijs; Bathen, Tone Frost. (2021) Repeatability of Radiomic Features in T2-Weighted Prostate MRI: Impact of Pre-processing Configurations. 2021 ISMRM Annual Meeting & Exhibition
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KonferanseposterSørland, Kaia Ingerdatter; Sunoqrot, Mohammed R. S.; Goa, Pål Erik; Sandsmark, Elise; Langørgen, Sverre; Bertilsson, Helena; Gigin, Lin; Bathen, Tone Frost; Elschot, Mattijs. (2021) Automated reference tissue normalization of prostate T2-weighted MRI on a large, multicenter dataset. 2021 ISMRM Annual Meeting & Exhibition
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KonferanseposterSørland, Kaia Ingerdatter; Goa, Pål Erik; Selnæs, Kirsten Margrete; Sandsmark, Elise; Trimble, Christopher George; Sunoqrot, Mohammed R. S.; Elschot, Mattijs; Bathen, Tone Frost. (2021) Pseudo-T2 mapping of T2-weighted MRI of the prostate: Comparison to gold standard. 2021 ISMRM Annual Meeting & Exhibition
2020
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KonferanseposterSunoqrot, Mohammed R. S.; Kucharczak, Sandra; Grajek, Magdalena; Selnæs, Kirsten Margrete; Bathen, Tone Frost; Elschot, Mattijs. (2020) The repeatability of deep learning-based segmentation of the prostate on T2-weighted MR images. 2020 ISMRM & SMRT VIRTUAL CONFERENCE
2019
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KonferanseposterSunoqrot, Mohammed; Selnæs, Kirsten Margrete; Zavala-Romero, Olmo; Stoyanova, Radka; Bathen, Tone Frost; Elschot, Mattijs. (2019) A quality control system for automated prostate segmentation on T2-weighted MRI. the annual Biotechnology Research and Innovation (DigitalLife 2019) conference
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KonferanseposterElschot, Mattijs; Nketiah, Gabriel Addio; Sunoqrot, Mohammed; Bathen, Tone Frost. (2019) Object recognition for fully automated reference tissue normalization of T2-weighted MR images of the prostate. ISMRM 27th Annual Meeting
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KonferanseposterSunoqrot, Mohammed; Selnæs, Kirsten Margrete; Zavala-Romero, Olmo; Stoyanova, Radka; Bathen, Tone Frost; Elschot, Mattijs. (2019) A quality control system for automated prostate segmentation on T2-weighted MRI. ISMRM 27th Annual Meeting
2018
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KonferanseposterSunoqrot, Mohammed; Billdal, Daniel Chen; Selnæs, Kirsten Margrete; Elschot, Mattijs; Bathen, Tone Frost. (2018) The repeatability of fully automated atlas-based prostate segmentation on T2-weighted MR images. Joint Annual Meeting ISMRM-ESMRMB 2018
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ForedragBathen, Tone Frost; Debik, Julia Barbara; Giskeødegård, Guro F.; Hill, Deborah Katherine; Jerome, Neil Peter; Sitter, Beathe; Sjøbakk, Torill Eidhammer; Sunoqrot, Mohammed; Widerøe, Marius. (2018) Magneter og medisin, RN-2018. Researchers Night; Ungdommens forskernatt
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KonferanseposterSunoqrot, Mohammed; Selnæs, Kirsten Margrete; Bathen, Tone Frost; Elschot, Mattijs. (2018) A quality control system for automated prostate segmentation on T2-weighted MRI. ISMRM Nordic Chapter Meeting
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KonferanseposterBilldal, Daniel Chen; Sunoqrot, Mohammed; Selnæs, Kirsten Margrete; While, Peter Thomas; Stokke, Brage Krüger-; Bertilsson, Helena; Bathen, Tone Frost; Elschot, Mattijs. (2018) The diagnostic potential and repeatability of Relative Enhanced Diffusivity (RED) as a biomarker for prostate cancer. Joint Annual Meeting ISMRM-ESMRMB 2018
2017
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ForedragGiskeødegård, Guro F.; Bathen, Tone Frost; Sjøbakk, Torill Eidhammer; Grinde, Maria Tunset; Hill, Deborah Katherine; Madssen, Torfinn Støve; Billdal, Daniel Chen; Andreassen, Maren Marie Sjaastad; Berger, Hester Rijkje; Andreassen, Trygve. (2017) DE VERDIFULLE BILDENE. Forskningstorget 2017