Robust Segmentation and Labeling of Vertebrae, Intervertebral Discs, Spinal Cord, and Spinal Canal in MRI Images Using nnU-Net and Iterative Algorithm.
The code for the paper Improving CT Image Tumor Segmentation Through Deep Supervision and Attentional Gates.
Clinically Significant Prostate Cancer Detection in bpMRI using models trained with Report Guided Annotations
TotalSegmentator 2D: A Tool for Rapid Anatomical Structure Analysis
Machine Learning for Medical Image Processing. Project done for Charité, the university hospital of Berlin. The aim was to segment coronary arteries and then extract a graph from it, in order to aid detection of coronary artery disease (CAD).
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