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Classification of annular fissures and pain-positive discograms using multiple MRI-features with Machine Learning

Author:Kerstin Lagerstrand  Hanna Hebelka  Leif Thorén  Christian Waldenberg  Helena Brisby  

Institution:Institute of Clinical Sciences, Gothenburg University  Medical Physics and Biomedical Engineering, Sahlgrenska University Hospital  Orthopaedics, Sahlgrenska University Hospital  Radiology, Sahlgrenska University Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods  

Program Number:2691  

Room Live Q&A Session:

Interaction between Modic changes and intervertebral discs revealed using deep learning and attention maps.

Author:Christian Waldenberg  Hanna Hebelka  Helena Brisby  Kerstin Lagerstrand  

Institution:Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2667  

Room Live Q&A Session:

Texture analysis based on T2-weigted images show high differentiation between IVDs with and without annular fissuring

Author:Stefanie Eriksson  Hanna Hebelka  Leif Torén  Christian Waldenberg  Helena Brisby  Kerstin Lagerstrand  

Institution:Institute of Clinical Sciences, Gothenburg University  Medical Physics and Biomedical Engineering, Sahlgrenska University Hospital  Department of Radiology, Sahlgrenska University Hospital  Institute of Clinical Scences, Gothenburg University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Abdominopelvic MRI - Benign  

Session Name:Emerging & Advanced MRI Techniques in Body MRI  

Program Number:2620  

Room Live Q&A Session: