Distribution transparent Machine Learning experiments on Apache Spark

Model Ablation Tool-Kit for Deep Learning Model

Explainability of Deep Learning Models

Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom.

Evaluating XAI methods through ablation studies.

Explainability of Brain Tumour Segmentation Models

Library to compute 3D surface-distances for evaluating liver ablation/tumor completeness based on segmentation images.

Generate infinite images for most model's training or validation

Python package to perform statistical tests on paired data

Cardiac recordings plotting and analysis tool

Ablation Surgery Planning in FSLeyes

My LLM surgeries. Ablation studies.