Ph.D. GallerySheethal Bhat
Improving Clinical Usability of Deep Learning for Radiographic Diagnosis: Learning under Constraints of Specificity, Data, and Annotation Computer-Aided Diagnostic (CAD) systems play a central role in medical imaging, especially in radiographic research. This thesis tackles three challenges that limit how usable these systems are in real clinical settings: improving sensitivity at the high specificity thresholds […]Improving Clinical Usability of Deep Learning for Radiographic Diagnosis: Learning under Constraints of Specificity, Data, and Annotation Computer-Aided Diagnostic (CAD) systems play a central role in medical imaging, especially in radiographic research. This thesis tackles three challenges that limit how usable these systems are in real clinical settings: improving sensitivity at the high specificity thresholds […]
