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End-to-End Learning of Fused Image and Non-Image Features for Improved Breast Cancer Classification from MRI

CVAMD 2021 (ICCV Workshop) Methods for jointly learning from breast imaging and tabular non-image data to predict breast cancer.

Deep learning methods for segmentation of lines in pediatric chest radiographs

SPIE Medical Imaging 2020 Segmentation methods for localizing "lines" (catheters, tubes, etc.) in pediatric chest radiographs.

Multi-class semantic segmentation of pediatric chest radiographs

SPIE Medical Imaging 2020 Oral Automatic anatomic segmentation of pediatric chest radiographs under severe class imbalance.