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fastrad: GPU-Native Radiomics at 25x the Speed of PyRadiomics
Published on March 30, 2026By DEV Community
TL;DR: We built fastrad, a PyTorch-native Python library that extracts all 8 IBSI-standardised radiomic features from medical images 25× faster than PyRadiomics on GPU — with numerically identical results. It's open-source, pip-installable, and a drop-in replacement. pip install fastrad The Problem: Radiomics is Slow Radiomics — the extraction of quantitative features from CT and MRI scans — is increasingly central to oncology research. Radiomic signatures have been used to predict treatment res
Read the full article: https://dev.to/helloerika__/fastrad-gpu-native-radiomics-at-25x-the-speed-of-pyradiomics-3ha4
Source: DEV Community