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Application of Two Deep Learning Networks for Diagnosis of Breast Cancer on MRI: Automatic Detection Using Mask R-CNN Followed by Classification Using ResNet50

BI-RADS Reading of Non-Mass Lesions on DCE-MRI and Differential Diagnosis Performed by Radiomics and Deep Learning

Classification of Breast Cancer Molecular Subtypes on DCE-MRI Using Radiomics Analysis with Various Machine Learning Algorithm

Connectometry analysis of diffusion MRI in adolescents with sports-related concussion

Author:Hon Yu  Mark Fisher  Min-Ying Su  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Diffusion in the Brain  

Session Name:Diffusion: Across Age Spans  

Program Number:1693  

Room Session:Concurrent 5  

Institution:University of California  University of California, Irvine  

Diagnosis of Breast Cancer Using Radiomics Models Built Based on DCE-MRI and Mammography Compared to BI-RADS Reading

Differential Diagnosis of ? Prostate Cancer and Benign Prostatic Hyperplasia Based on Prostate DCE-MRI by Using Deep Learning with Different Peritumoral Areas

Differentiation of Benign and Malignant Vertebral Fractures on Spine MRI Using ResNet Deep Learning Compared to Radiologists' Reading

Preoperative MR Radiomics and ADC Value for Prediction of Progression and Recurrence in Meningiomas

Preoperative MR Radiomics for Prediction of Progression and Recurrence in Non-functional Pituitary Macroadenomas

Spinal Giant Cell Tumor of Bone: Immunohistochemistry and Preoperative Magnetic Resonance Imaging Features for Prognostic Prediction