TotalSegmentator provides automatic, easily accessible segmentations of major anatomic structures in CT images buff.ly/472t4h8 Jakob Wasserthal Martin Segeroth #DeepLearning #MachineLearning #AI

TotalSegmentator v2 is here: - 33 new classes - up to 32x faster runtime on CPU - improved label quality - larger training dataset (n=1559) - uses nnU-Net v2 Details: github.com/wasserth/Total…

Is the size of an organ within the norm? Our free online tool automatically calculates organ volumes from CT scans and compares them to the standard population distribution, providing a percentile ranking. Try it out: compute.totalsegmentator.com/volume-report/

We added support for MR images to TotalSegmentator. It now segments 59 structures in MR images, regardless of sequence and contrast. code: github.com/wasserth/Total… paper: arxiv.org/abs/2405.19492 annotated dataset: doi.org/10.5281/zenodo… online tool: totalsegmentator.com

Massive update for TotalSegmentator! We doubled MR training cases & added new structures: MR: - Individual vertebrae - Appendicular bones - Body - Thigh+shoulder muscles (also for CT) CT: - Intermuscular fat - Lung nodules (thx to Bluemind AI) - Oculomotor muscles

Try yourself: github.com/wasserth/Total… Changelog: github.com/wasserth/Total…

Shipped Statsmed v0.0.18 - Quick medical data analysis + figures. New/updated examples: ROC/AUC, Boxplots, Bland–Altman, Correlations. Try it: github.com/segemart/stats… #Python #DataScience #MedStats