publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2024
- Comparing the Performance of Radiation Oncologists versus a Deep Learning Dose Predictor to Estimate Dosimetric Impact of Segmentation Variations for RadiotherapyIn Medical Imaging with Deep Learning , 2024
2023
- Do we really need that skip connection? Understanding its’ interplay with task complexityIn International Conference on Medical Image Computing and Computer-Assisted Intervention , 2023
- Dose Guidance for Radiotherapy-oriented Deep Learning SegmentationIn International Conference on Medical Image Computing and Computer-Assisted Intervention , 2023
- Deep-Learning-Based Dose Predictor for Glioblastoma–Assessing the Sensitivity and Robustness for Dose Awareness in ContouringCancers, 2023
- ASTRA: Atomic Surface Transformations for Radiotherapy quality AssuranceIn 45th IEEE Engineering in Medicine and Biology Conference (EMBC) , 2023
- 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
- PyRaDiSe: A Python package for DICOM-RT-based auto-segmentation pipeline construction and DICOM-RT data conversionComputer methods and programs in biomedicine, 2023
2022
- 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
- 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
- Optimal Acquisition Protocol for White Matter Fiber Orientation Mapping using Generalized CSA-ODF Reconstruction2013
2012
- Generalized constant solid angle ODF and optimal acquisition protocol for fiber orientation mappingIn 2012 MICCAI Workshop on Computational Diffusion MRI , 2012
- A generalized CSA-ODF model for Fiber Orientation Mapping2012
2010
- A novel device to monitor mobilization of fingers during treatment for stiffness of tendonsIn 2010 5th International Conference on Industrial and Information Systems , 2010