Full Monte Carlo shielding design of a real 15 MV medical linac vault using MCNP6.3 – neutron + gamma dose maps, maze attenuation, borated-PE door weight calculation. NCRP 151 compliant. Real Iranian hospital geometry (2025).

Localise to segment: crop to improve organ at risk segmentation accuracy

An application that is able to display, filter, and plot data from DICOM Radiation Dose Structured Reports.

Application web de gestion des organes à risques.

deepPERFECT: Generative AI for 3D deformation vector field generation using GAN framework

Compressed Radiation Treatment Planning [NeurIPS'24, MP'2025, PMB'23]

Proton beam geometry optimization to minimize respiratory induced implications for lung cancer proton therapy.

This is a project for research and analyzes the tolerance and actions limit of the radiotherapy point of view.

In-depth motion analysis of mobile lung cancer tumors. Designed for 4D-CT scans of the thorax and provide valuable information for proton therapy treatment planning

Automatic field geometry for Total Marrow Irradiation

Code to automatically assemble highly-individualized phantoms from DICOM CT scans and RT STRUCT files

Software for research and education in medical physics

Automatic segmentation of cardiac substructures (left ventricular myocardial walls and coronary arteries) on non-angiographic contrast CT (cCT) based on nnU-Net v2

Percentage-Depth-Dose (PDD) simulation in living tissue. Compares High-Energy X-Rays (Photons) vs. High-Energy Protons in tumor treatment.

DVH recalculator using EQD2

Quality Assurance (QA) tool for Radiation Therapy Medical Physicists

Deep learning-based convolutional neural network for contrast-enhanced MR image synthesis

LUND-PROBE – LUND Prostate Radiotherapy Open Benchmarking and Evaluation dataset

Application for Synchrotron Microbeam Radiotherapy (MRT)

Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.