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Deep Learning Based Automated Multi-Organ Segmentation in Lymphoma Patients using Whole Body Multiparametric MRI Images

Author:Anum Masood  Sølvi Knapstad  Håkon Johansen  Trine Husby  Live Eikenes  Pål Goa  Mattijs Elschot  

Session Type:Combined Educational & Scientific Session  

Session Date:Wednesday, 07 June 2023  

Session Name:Enriching Our Toolbox to Link Tumor Morphology with Behavior  

Program Number:0897  

Room Session:714A/B  

Institution :NTNU  St. Olavs Hospital, Trondheim University Hospital  

Automated Segmentation of Metastatic Lymph Nodes in FDG PET/MRI for Lymphoma Cancer Patients Using Multi-Scale Swin Transformers

Author:Anum Masood  Sølvi Knapstad  Håkon Johansen  Trine Husby  Live Eikenes  Mattijs Elschot  Pål Goa  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:AI Application in Body Imaging I  

Program Number:1478  

Room Session:Exhibition Halls D/E  

Institution :NTNU  St. Olavs Hospital, Trondheim University Hospital  

Biparametric MRI classification model for prostate cancer detection using a combination of prediction maps

Author:Mohammed R. S. Sunoqrot  Rebecca Segre  Gabriel Nketiah  Alexandros Patsanis  Tone Bathen  Mattijs Elschot  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1883  

Room Session:Exhibition Halls D/E  

Institution :Norwegian University of Science and Technology (NTNU)  Politecnico di Torino  St. Olavs Hospital, Trondheim University Hospital  

Reducing femoral flow artefacts in radial MR Fingerprinting: A comparison of two methods applied to prostate imaging

Author:Kaia Sørland  Christopher Trimble  Tone Bathen  Mattijs Elschot  Martijn Cloos  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:MR Fingerprinting & Synthetic MRI  

Program Number:2356  

Room Session:Exhibition Halls D/E  

Institution :Norwegian University of Science and Technology  The University of Queensland  St. Olavs Hospital, Trondheim University Hospital  

Radiomics-based Machine Learning for Predicting Clinically Significant Cancer in Multicenter Cohort: Comparison to PI-RADS Reading

Author:Gabriel Nketiah  Mohammed Sunoqrot  Elise Sandsmark  Sverre Langørgen  Kirsten Selnæs  Helena Bertilsson  Mattijs Elschot  Tone Bathen  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Radiomics  

Program Number:2891  

Room Session:Exhibition Halls D/E  

Institution :Norwegian University of Science and Technology  St. Olavs Hospital, Trondheim University Hospital  St. Olavs Hospital, Trondheim University Hospital,  

Impact of Label-Set on the Performance of Deep Learning-Based Segmentation of the Prostate Gland and Zones on T2-Weighted MR Images

Author:Jakob Meglic  Mohammed R. S. Sunoqrot  Tone Bathen  Mattijs Elschot  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Segmentation & Registration II  

Program Number:4513  

Room Session:Exhibition Halls D/E  

Institution :Norwegian University of Science and Technology (NTNU)  St. Olavs Hospital, Trondheim University Hospital  University of Ljubljana  

Improving Prostate Cancer Detection Using Bi-parametric MRI with Conditional Generative Adversarial Networks

Author:Alexandros Patsanis  Mohammed R. S. Sunoqrot  Elise Sandsmark  Sverre Langørgen  Helena Bertilsson  Kirsten Selnæs  Hao Wang  Tone Bathen  Mattijs Elschot  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for Data Synthesis, Generative Models & Quantitative MRI I  

Program Number:5033  

Room Session:Exhibition Halls D/E  

Institution :Norwegian University of Science and Technology - NTNU  St. Olavs Hospital, Trondheim University Hospital