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Comparison of radiomics-based and deep learning techniques for predicting nuclei density in brain cancer patients from MRI

Author:Samuel Bobholz  Allison Lowman  Alexander Barrington  Michael Brehler  Jennifer Connelly  Elizabeth Cochran  Anjishnu Banerjee  Peter LaViolette  

Institution:Medical College of Wisconsin  

Session Type:Digital Poster  

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

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1719  

Room Live Q&A Session:

Information-based assessment of the radiomic-histomic relationship in brain cancer patients

MRI signatures associated with pathologically relevant histological features of brain cancer at autopsy

Author:Samuel Bobholz  Allison Lowman  Alexander Barrington  Michael Brehler  Sean McGarry  Jennifer Connelly  Elizabeth Cochran  Anjishnu Banerjee  Peter LaViolette  

Institution:Medical College of Wisconsin  

Session Type:Digital Poster  

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

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1718  

Room Live Q&A Session:

Post processing decisions, independent of institution and fit, influence the perceived diagnostic utility of prostate cancer diffusion maps

Radio-pathomic mapping models trained with annotations from multiple pathologists reliably distinguish high-grade prostate cancer