themes Dosimetric Awareness of Radiation Oncology Professionals Understanding what human-experts think about the impact of contour evaluations. Dose Prediction for Contour Quality Evalution bring forward clinical outcome-knowledge into preceding workflow steps. Robustness of Deep Learning Segmentation Models Measuring the performance of segmentation models under image content variations. papers Context versus Foreground-to-Background Ratio More details about our MedNeurIPS '22 abstract. ASTRA - for Radiotherapy quality Assurance More details about our EMBC '23 poster. Deep Dose Predictor Sensitivity More details about our ISBI '23 poster. Do we really need that skip connection? More details about our MICCAI '23 work. Comparing the Performance of Radiation Oncologists versus a Deep Learning Dose Predictor More details about our MIDL '24 work. AutoDoseRank - Dosimetry-informed Segmentation Ranking More details about our CaPTion at MICCAI '24 workshop paper. teaching Segmentation Evaluator an interactive exploration of segmentation metrics MONAI with MATLAB a getting started guide for using both MONAI and MATLAB Image Registration an interactive overview of affine transformations Template Matching a simple interactive visual explainer for Template Matching Monty Hall an interactive game to understand conditional probability others
