publications

in reversed chronological order.

2023

  1. Do we really need that skip connection? Understanding its’ interplay with task complexity
    Kamath, Amith, Willmann, Jonas, Andratschke, Nicolaus, and Reyes, Mauricio
    In International Conference on Medical Image Computing and Computer-Assisted Intervention 2023
  2. Dose Guidance for Radiotherapy-oriented Deep Learning Segmentation
    R√ľfenacht, Elias,¬†Poel, Robert,¬† Kamath, Amith,¬†ErmiŇü, Ekin,¬†Scheib, Stefan,¬†Fix, Michael,¬†and Reyes, Mauricio
    In International Conference on Medical Image Computing and Computer-Assisted Intervention 2023
  3. Deep-Learning-Based Dose Predictor for Glioblastoma‚ÄďAssessing the Sensitivity and Robustness for Dose Awareness in Contouring
    Poel, Robert,¬†Kamath, Amith J,¬†Willmann, Jonas,¬†Andratschke, Nicolaus,¬†ErmiŇü, Ekin,¬†Aebersold, Daniel M,¬†Manser, Peter,¬†and Reyes, Mauricio
    Cancers 2023
  4. ASTRA: Atomic Surface Transformations for Radiotherapy quality Assurance
    Kamath, Amith, Poel, Robert, Willmann, Jonas, Ermis, Ekin, Andratschke, Nicolaus, and Reyes, Mauricio
    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?
    Kamath, Amith, Poel, Robert, Willmann, Jonas, Andratschke, Nicolaus, and Reyes, Mauricio
    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
    R√ľfenacht, Elias,¬† Kamath, Amith,¬†Suter, Yannick,¬†Poel, Robert,¬†ErmiŇü, Ekin,¬†Scheib, Stefan,¬†and Reyes, Mauricio
    Computer methods and programs in biomedicine 2023

2022

  1. How do 3D image segmentation networks behave across the context versus foreground ratio trade-off?
    Kamath, Amith, Suter, Yannick, You, Suhang, Mueller, Michael, Willmann, Jonas, Andratschke, Nicolaus, and Reyes, Mauricio
    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
    Kamath, Amith, Poel, Robert, and Reyes, Mauricio
    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
    Kamath, Amith, Aganj, Iman, Xu, Junqian, Yacoub, Essa, Ugurbil, Kamil, Sapiro, Guillermo, and Lenglet, Christophe
    2013

2012

  1. Generalized constant solid angle ODF and optimal acquisition protocol for fiber orientation mapping
    Kamath, Amith, Aganj, Iman, Xu, Junqian, Yacoub, Essa, Ugurbil, Kamil, Sapiro, Guillermo, and Lenglet, Christophe
    In 2012 MICCAI Workshop on Computational Diffusion MRI 2012
  2. A generalized CSA-ODF model for Fiber Orientation Mapping
    Kamath, Amith
    In 2012 MICCAI Workshop on Computational Diffusion MRI 2012

2010

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