themes Introducing Clinical Relevance in Quality Assurance The need for understanding downstream tasks in relation to measuring quality of AI model automation. AI + Radiation Oncology A summary of AI in Radiation Oncology Metrics for Radiotherapy Dose - going beyond geometric measures how are appropriate dose metrics evaluated? 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 Image Registration an interactive overview of affine transformations Template Matching a simple interactive visual explainer for Template Matching Segmentation Evaluator an interactive exploration of segmentation metrics Monty Hall an interactive game to understand conditional probability others
