themes Qualitative analysis of Radiation Oncology Contour Corrections 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. 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 Radiation Oncology for Developers and Researchers An overview of Radiation Oncology for the AI practitioner Short Course on Radiation Oncology with AI A work-in-progress course plan for Radiation Oncology and AI Literature review for a business plan on automated contouring Broad overview of components of a business plan for automated contouring
