Amith J. Kamath - Publications

A dual-layer quality assurance approach leveraging dose prediction for efficient review of automated contours of organs at risk in the brain in radiotherapy.

Journal: Physics and imaging in radiation oncology

Published: May 09, 2025

Predicting the impact of target volume contouring variations on the organ at risk dose: results of a qualitative survey.

Journal: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Published: February 19, 2025

The impact of U-Net architecture choices and skip connections on the robustness of segmentation across texture variations.

Journal: Computers in biology and medicine

Published: November 14, 2024

DreamOn: a data augmentation strategy to narrow the robustness gap between expert radiologists and deep learning classifiers.

Journal: Frontiers in radiology

Published: April 20, 2024

ASTRA: Atomic Surface Transformations for Radiotherapy Quality Assurance.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

Orchestrating explainable artificial intelligence for multimodal and longitudinal data in medical imaging.

Journal: NPJ digital medicine

Published: September 16, 2023

Deep-Learning-Based Dose Predictor for Glioblastoma-Assessing the Sensitivity and Robustness for Dose Awareness in Contouring.

Journal: Cancers

Published: August 03, 2023

PyRaDiSe: A Python package for DICOM-RT-based auto-segmentation pipeline construction and DICOM-RT data conversion.

Journal: Computer methods and programs in biomedicine

Published: October 15, 2022