publications
in reversed chronological order.
2023
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Do we really need that skip connection? Understanding its’ interplay with task complexityIn International Conference on Medical Image Computing and Computer-Assisted Intervention 2023
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Dose Guidance for Radiotherapy-oriented Deep Learning SegmentationIn International Conference on Medical Image Computing and Computer-Assisted Intervention 2023
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Deep-Learning-Based Dose Predictor for Glioblastoma–Assessing the Sensitivity and Robustness for Dose Awareness in ContouringCancers 2023
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ASTRA: Atomic Surface Transformations for Radiotherapy quality AssuranceIn 45th IEEE Engineering in Medicine and Biology Conference (EMBC) 2023
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How sensitive are Deep Learning based Radiotherapy Dose Prediction Models to Variability in Organs at Risk Segmentation?In 20th IEEE International Symposium on Biomedical Imaging (ISBI) 2023
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PyRaDiSe: A Python package for DICOM-RT-based auto-segmentation pipeline construction and DICOM-RT data conversionComputer methods and programs in biomedicine 2023
2022
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How do 3D image segmentation networks behave across the context versus foreground ratio trade-off?In Medical Imaging Meets NeurIPS Workshop, Neural Information Processing Systems 2022
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Evaluating a deep learning based 3D dose prediction model for quality assurance of organ at risk contoursIn 55th Swiss Society for Radiobiology and Medical Physics 2022
2013
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Optimal Acquisition Protocol for White Matter Fiber Orientation Mapping using Generalized CSA-ODF Reconstruction2013
2012
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Generalized constant solid angle ODF and optimal acquisition protocol for fiber orientation mappingIn 2012 MICCAI Workshop on Computational Diffusion MRI 2012
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A generalized CSA-ODF model for Fiber Orientation MappingIn 2012 MICCAI Workshop on Computational Diffusion MRI 2012
2010
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A novel device to monitor mobilization of fingers during treatment for stiffness of tendonsIn 2010 5th International Conference on Industrial and Information Systems 2010