publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Predicting the impact of target volume contouring variations on the organ at risk dose: results of a qualitative survey
    Jonas Willmann, Amith Kamath, Robert Poel, and 8 more authors
    Radiotherapy and Oncology, 2025
  2. Efficient review of automatic contouring of OARs in the brain: A dual-layer quality assurance approach combining geometric and dosimetric validation
    Robert Poel, Amith Kamath, Ekin Ermiş, and 6 more authors
    Radiotherapy and Oncology, 2025

2024

  1. Orchestrating explainable artificial intelligence for multimodal and longitudinal data in medical imaging
    Aurélie Mortanges, Haozhe Luo, Shelley Zixin Shu, and 5 more authors
    NPJ digital medicine, 2024
  2. DreamOn: a data augmentation strategy to narrow the robustness gap between expert radiologists and deep learning classifiers
    Luc Lerch, Lukas S Huber, Amith Kamath, and 6 more authors
    Frontiers in Radiology, 2024
  3. AutoDoseRank: Automated Dosimetry-Informed Segmentation Ranking for Radiotherapy
    Zahira Mercado, Amith Kamath, Robert Poel, and 6 more authors
    In MICCAI Workshop on Cancer Prevention through Early Detection, 2024
  4. Comparing the Performance of Radiation Oncologists versus a Deep Learning Dose Predictor to Estimate Dosimetric Impact of Segmentation Variations for Radiotherapy
    Amith Kamath, Zahira Mercado, Robert Poel, and 5 more authors
    In Medical Imaging with Deep Learning, 2024

2023

  1. Do we really need that skip-connection? understanding its interplay with task complexity
    Amith Kamath, Jonas Willmann, Nicolaus Andratschke, and 1 more author
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023
  2. Dose Guidance for Radiotherapy-oriented Deep Learning Segmentation
    Elias Rüfenacht, Robert Poel, Amith Kamath, and 4 more authors
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023
  3. Deep-Learning-Based Dose Predictor for Glioblastoma–Assessing the Sensitivity and Robustness for Dose Awareness in Contouring
    Robert Poel, Amith J Kamath, Jonas Willmann, and 5 more authors
    Cancers, 2023
  4. ASTRA: Atomic Surface Transformations for Radiotherapy quality Assurance
    Amith Kamath, Robert Poel, Jonas Willmann, and 3 more authors
    In 45th IEEE Engineering in Medicine and Biology Conference (EMBC), 2023
  5. How sensitive are Deep Learning based Radiotherapy Dose Prediction Models to Variability in Organs at Risk Segmentation?
    Amith Kamath, Robert Poel, Jonas Willmann, and 2 more authors
    In 20th IEEE International Symposium on Biomedical Imaging (ISBI), 2023
  6. PyRaDiSe: A Python package for DICOM-RT-based auto-segmentation pipeline construction and DICOM-RT data conversion
    Elias Rüfenacht, Amith Kamath, Yannick Suter, and 4 more authors
    Computer methods and programs in biomedicine, 2023

2022

  1. How do 3D image segmentation networks behave across the context versus foreground ratio trade-off?
    Amith Kamath, Yannick Suter, Suhang You, and 4 more authors
    In Medical Imaging Meets NeurIPS Workshop, Neural Information Processing Systems, 2022
  2. Evaluating a deep learning based 3D dose prediction model for quality assurance of organ at risk contours
    Amith Kamath, Robert Poel, and Mauricio Reyes
    In 55th Swiss Society for Radiobiology and Medical Physics, 2022

2013

  1. Optimal Acquisition Protocol for White Matter Fiber Orientation Mapping using Generalized CSA-ODF Reconstruction
    Amith Kamath, Iman Aganj, Junqian Xu, and 4 more authors
    2013

2012

  1. Generalized constant solid angle ODF and optimal acquisition protocol for fiber orientation mapping
    Amith Kamath, Iman Aganj, Junqian Xu, and 4 more authors
    In 2012 MICCAI Workshop on Computational Diffusion MRI, 2012
  2. A generalized CSA-ODF model for Fiber Orientation Mapping
    Amith Kamath
    2012

2010

  1. A novel device to monitor mobilization of fingers during treatment for stiffness of tendons
    Jora Gonda, Amith Kamath, Venkatesh Prasad, and 1 more author
    In 2010 5th International Conference on Industrial and Information Systems, 2010