This is a game changer. Segment 100+ structures in any whole-body CT image in 2 minutes using TotalSegmentator in @3dslicerapp
All free, open-source software. Runs on any computer, no GPU is required. See more information at discourse.slicer.org/t/26710

Segmenting 100+ structures in any whole-body CT image in 2 minutes using TotalSegmentator in 3D Slicer h/t Hugo Chrost
#MedTwitter

#3dslicer #totalsegmentator is awesome!!!!

Segmenting 100+ structures in any whole-body CT image in 2 minutes using TotalSegmentator in 3D Slicer

#neuroscience #MedTwitter

Our TotalSegmentator paper was accepted at Radiology: Artificial Intelligence

paper: pubs.rsna.org/doi/10.1148/ry…
open preprint: arxiv.org/abs/2208.05868
code+model: github.com/wasserth/Total…
online tool: totalsegmentator.com
dataset: doi.org/10.5281/zenodo…

TotalSegmentator now also works on Windows and on CPU, making it accessible to more people.

github.com/wasserth/Total…

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…

#3d slicer is getting better and better with #totalsegmentator and #ai #lung #autosegmentation
#3d #anatomy #medicalimage

Not surprisingly, the most cited 2023 Radiology: Artificial Intelligence paper this year is the TotalSegmentator - already with 32 citations!
T1 #RadAIchat
This work led by Jakob Wasserthal & Martin Segeroth has really changed the paradigm for automated segmentation of CT anatomic structures.

The TotalSegmentator dataset is really amazing!
This makes so many ideas possible that I don't even know where to start😅

Create your custom applications using TotalSegmentator with the ImFusion SDK! 🙌
Github repo: github.com/ImFusionGmbH/p…

T3. Reflecting on 2023’s influential publications, TotalSegmentator captured my attention. Its open-source, user-friendly design, coupled with reasonable CPU performance, sets a higher standard for future segmentation work. #RadAIChat
doi.org/10.1148/ryai.2…

Towards #TotalSegmentator for #MRI data leveraging GIN #DataAugmentation : Find out more in our talk at #SPIEMedicalImaging in #SanDiego . s.fhg.de/2L9
#ImageSegmentation

Catch up with our conversation with #TotalSegmentator creator Jakob Wasserthal! What a treat for the Radiology: Artificial Intelligence podcast! Learn more about how to access this powerful tool, it's role in #radiology , and more ⬇️

PaulYiMD Charles Kahn, MD RSNA #machinelearning

rsnaradiologyai.libsyn.com/totalsegmentat…

Day 3 kicks off with a bus chat with Martin Segeroth from Switzerland 🇨🇭.

Developing TotalSegmentator – their latest innovation, it can be a game changer.

You can find it here:
arxiv.org/abs/2208.05868

#RSNA2023
#AI

youtu.be/osvMB5SKcVQ
#3dslicer #totalsegmentator

Join us for the SlicerMorph office hour next week, 1/24 at 11am PT! Chi Zhang will be presenting #MALPACA , and update to #ALPACA supporting multi-templates. We'll also demo #TotalSegmentator , a new Paul extension for automated whole-body CT segmentation.

A singe #TotalSegmentator model is 100x faster using CoreML on ANE (380 ms) vs. PyTorch CPU (38 s!) inference 🔥🚀

New paper on #TotalSegmentator for #MRI data leveraging GIN #DataAugmentation doi.org/mq74 ( #SPIEMedicalImaging 2024 proceedings)
#ImageSegmentation

#ThrowbackThursday – TotalSegmentator: A Gift to the Biomedical Imaging Community (Aug 2023) doi.org/10.1148/ryai.2… #ML #DeepLearning #Radiomics