AI and Medical Image Informatics
Date:
Showcased our (then) current work in Biplanar X-ray to 3D Bone Shape Reconstruction. Explained what Medical Image Informatics is and how AI and specifically Deep Learning (Learning from Data) has improved the state-of-the-art in Vision tasks. Additionally, described the challenges in bringing these breakthroughs into the clinician’s hands including robustness, uncertainty estimation, out-of-distribution(OOD) issues.