TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images.

Jakob Wasserthal, Hanns-Christian Breit, Manfred T Meyer, Maurice Pradella, Daniel Hinck, Alexander W Sauter, Tobias Heye, Daniel T Boll, Joshy Cyriac, Shan Yang, Michael Bach, Martin Segeroth

September 2023 Radiol Artif Intell

Synopsis of Social media discussions

Several discussions highlight the open-source nature of the TotalSegmentator model, with phrases like 'great tool' and 'a gift to the community' underscoring its perceived value. The tone of enthusiasm is evident when users describe the model as 'most impactful' and emphasize its potential to improve patient diagnosis with terms like 'accurate' and 'robust.' This choice of language contributes to a strong positive sentiment toward the publication.

A
Agreement
 Strong agreement

The majority of discussions reveal strong support for the publication, showcasing a consensus on its value to medical imaging.

I
Interest
 High level of interest

There is a high level of curiosity and excitement reflected in the discussions, indicating widespread relevance to the medical community.

E
Engagement
 Moderate level of engagement

While many discussions touch on the article's implications, a few delve into specific details, showing moderate depth in engagement.

I
Impact
 High level of impact

Participants perceive the publication to have a significant influence on the field of medical imaging and CT analysis.

Social Mentions

YouTube

3 Videos

Bluesky

1 Posts

Twitter

111 Posts

Blogs

3 Articles

News

12 Articles

Metrics

Video Views

1,275

Total Likes

357

Extended Reach

766,678

Social Features

130

Timeline: Posts about article

Top Social Media Posts

Posts referencing the article

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  • Alexander Acevedo MD
    @acbdo_ (Twitter)

    TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images | Radiology: Artificial Intelligence Great tool, and its open source https://t.co/gy21Ud0Nc5
    view full post

    April 11, 2025

  • ImFusion
    @ImFusionGmbH (Twitter)

    Exciting News for the Mac Community!
    view full post

    January 9, 2024

    4

  • ImFusion
    @imfusion.com (Bluesky)

    Exciting News for the Mac Community!
    view full post

    January 9, 2024

    1

  • Yashbir Singh, ME, PhD
    @yashbir143 (Twitter)

    RT @RadRudie: Article here: https://t.co/6fpZYOoza4 Also check out the commentary by @MonganMD and @ronnie_sebro "A gift to the community"…
    view full post

    January 4, 2024

    1

  • Sara Aghamiri
    @SaraAghamiri_ (Twitter)

    RT @LCAdamsRad: T3. Reflecting on 2023’s influential publications, TotalSegmentator captured my attention. Its open-source, user-friendly d…
    view full post

    January 3, 2024

    1

  • Mike Klontzas
    @Klonmich (Twitter)

    2/2 it allows automated volumetric measurements and “will allow us to more accurately define whether a patient has splenomegaly or hepatomegaly…” #RadAIchat https://t.co/mdVOFs2GAb
    view full post

    January 3, 2024

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  • Mike Klontzas
    @Klonmich (Twitter)

    1/2 TotalSegmentator was for me the most impactful paper in 2023. https://t.co/mdVOFs2GAb As mentioned in the editorial by @ronnie_sebro & @MonganMD “it segments 104 structures on CT scans” and “can extract rich and complex phenotypes from CT images ” #RadAIchat https://t.co/0OrzKgu4wN https://t.co/l4HKneSUBZ
    view full post

    January 3, 2024

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  • Lisa Adams
    @LCAdamsRad (Twitter)

    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 https://t.co/cQCeMB7BX0
    view full post

    January 3, 2024

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  • ManaMoassefi
    @ManaMSF94 (Twitter)

    RT @LCAdamsRad: T2. Robust segmentation of 104 anatomical structures on CT scans. Great paper published in Radiology: AI with an open datas…
    view full post

    January 3, 2024

    1

  • Lisa Adams
    @LCAdamsRad (Twitter)

    T2. Robust segmentation of 104 anatomical structures on CT scans. Great paper published in Radiology: AI with an open dataset and publicly available model: https://t.co/cQCeMB89My #RadAIChat
    view full post

    January 3, 2024

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  • Jeff Rudie, MD PhD
    @RadRudie (Twitter)

    Article here: https://t.co/6fpZYOoza4 Also check out the commentary by @MonganMD and @ronnie_sebro "A gift to the community" https://t.co/HNvvQR55X3 And check out the @Radiology_AI podcast by @AliTejani and @PaulYi https://t.co/JkXX9UfOnz T1 #RadAIchat
    view full post

    January 3, 2024

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  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    The 2nd-most read @Radiology_AI article of 2023 introduces TotalSegmentator—a model that can segment 104 anatomic structures on CT https://t.co/Ya9SJXv1jV
    view full post

    December 30, 2023

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  • John L.
    @MeeomHealthClub (Twitter)

    RT @mmahesh1: "The developed model enables robust and accurate segmentation of 104 anatomic structures. The annotated dataset (https://t.c…
    view full post

    December 24, 2023

    2

  • Markus Obmann, MD
    @Doc_X_Ray (Twitter)

    RT @mmahesh1: "The developed model enables robust and accurate segmentation of 104 anatomic structures. The annotated dataset (https://t.c…
    view full post

    December 24, 2023

    2

  • Dr M. Mahesh (ಮಹೇಶ್) (he/him/his)
    @mmahesh1 (Twitter)

    "The developed model enables robust and accurate segmentation of 104 anatomic structures. The annotated dataset (https://t.co/8nV2eCSzjj) and toolkit (https://t.co/OXUUgL5c4E) are publicly available" https://t.co/AWDfyZvtki https://t.co/USxZ3rn3im
    view full post

    December 24, 2023

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  • Brian Wells
    @bwells80 (Twitter)

    #RT RSNA: Selected from @Radiology_AI for Editors’ Choice is TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images. https://t.co/iEvNSPMM8L https://t.co/zdER9YiOFk #Radiology
    view full post

    November 22, 2023

  • RSNA
    @RSNA (Twitter)

    Selected from @Radiology_AI for Editors’ Choice is TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images. https://t.co/JIy48YnaSf https://t.co/Fkrn7kQtAY
    view full post

    November 22, 2023

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  • Thomas Stehlé
    @TStehl1 (Twitter)

    RT @JakobWasserthal: Our TotalSegmentator paper was accepted at Radiology: Artificial Intelligence paper: https://t.co/YoS4XcDvQH open pre…
    view full post

    October 22, 2023

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  • George Kolostoumpis
    @gkolost (Twitter)

    RT @Radiology_AI: Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserth…
    view full post

    October 10, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #MachineLearning #AI https://t.co/LdZ0aYbaK4
    view full post

    October 10, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #DeepLearning #ML https://t.co/HHs2cWM6k2
    view full post

    October 9, 2023

    1

  • Pushpendra Insan
    @pushpendrainsa (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSeg…
    view full post

    October 7, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #segmentation #ML https://t.co/9rq2IqsJx9
    view full post

    October 7, 2023

    3

    1

  • 吳冠廷tinger wu
    @tingerwu (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #segmenta…
    view full post

    October 5, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #segmentation #DeepLearning #ML https://t.co/MR2tktPiUl
    view full post

    October 5, 2023

    7

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #MachineLearning #ML https://t.co/kcT6NgM4cz
    view full post

    October 2, 2023

    4

  • Campbell
    @lofiMRI (Twitter)

    Excited for TotalSegmentator V2! Impressive V1 results, can't wait to see the latest and greatest! Repo: https://t.co/ECoWxmOZc6 Original paper: https://t.co/bqoYMmthVd Congrats @JakobWasserthal @MSegeroth @MPradella et al. https://t.co/EcyIiE3Zkb
    view full post

    September 28, 2023

    2

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #segmentation #DeepLearning #AI https://t.co/2kVq2wq0S2
    view full post

    September 27, 2023

    2

  • heartminer99
    @heartminer99 (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSeg…
    view full post

    September 25, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #DeepLearning #ML https://t.co/WclpJO5Slx
    view full post

    September 25, 2023

    6

    1

  • Roshan Gami
    @DrRoshanGami (Twitter)

    RT @Radiology_AI: Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserth…
    view full post

    September 24, 2023

    2

  • Dr M. Mahesh (ಮಹೇಶ್) (he/him/his)
    @mmahesh1 (Twitter)

    RT @Radiology_AI: Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserth…
    view full post

    September 23, 2023

    2

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #segmentation #DeepLearning #AI https://t.co/FKhzdJ7RNa
    view full post

    September 23, 2023

    13

    2

  • Cristine Funke
    @FunkeCristine (Twitter)

    RT @Radiology_AI: TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @M…
    view full post

    September 22, 2023

    3

  • George Kolostoumpis
    @gkolost (Twitter)

    RT @Radiology_AI: TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @M…
    view full post

    September 21, 2023

    3

  • Oscar Camara
    @oscarcamararey (Twitter)

    RT @Radiology_AI: TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @M…
    view full post

    September 21, 2023

    3

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #DeepLearning #MachineLearning https://t.co/q54n9kQCDU
    view full post

    September 21, 2023

    4

    3

  • Mohamed Reda Badawi
    @pdwyie (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7LSz @JakobWasserthal @MSegeroth #TotalSeg…
    view full post

    September 21, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #DeepLearning #MachineLearning #ML https://t.co/wdCWDmSd8X
    view full post

    September 20, 2023

    3

  • Durgesh Dwivedi ✍
    @durgeshdwivedi (Twitter)

    https://t.co/FqTqJLnuko
    view full post

    September 17, 2023

  • priya joseph
    @ayirpelle (Twitter)

    RT @katieelink: TotalSegmentator by @JakobWasserthal et al paper: https://t.co/iIlRt3oitZ models + code: https://t.co/CDb96KnxKs
    view full post

    September 14, 2023

    1

  • Katie Link
    @katieelink (Twitter)

    TotalSegmentator by @JakobWasserthal et al paper: https://t.co/iIlRt3oitZ models + code: https://t.co/CDb96KnxKs
    view full post

    September 14, 2023

    2

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7LSz @JakobWasserthal @MSegeroth #TotalSegmentator #MachineLearning #ML https://t.co/n29shkvpY6
    view full post

    September 14, 2023

    1

    1

  • James Goldfarb
    @james_goldfarb (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    September 12, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/rTQkdk7LSz @JakobWasserthal @MSegeroth #TotalSegmentator #DeepLearning #MachineLearning https://t.co/JI4oDP4NQe
    view full post

    September 12, 2023

    5

    1

  • Omar Perez
    @OmarPerezNesta (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7LSz @JakobWasserthal @MSegeroth #DeepLear…
    view full post

    September 10, 2023

    4

  • Manish Motwani
    @Doc_Tiger (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7LSz @JakobWasserthal @MSegeroth #DeepLear…
    view full post

    September 10, 2023

    4

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7LSz @JakobWasserthal @MSegeroth #DeepLearning #MachineLearning #ML https://t.co/PTJz6AYoQA
    view full post

    September 10, 2023

    12

    4

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7LSz @JakobWasserthal @MSegeroth #segmentation #DeepLearning #AI https://t.co/foy92rTLwA
    view full post

    September 7, 2023

    8

  • George Kolostoumpis
    @gkolost (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #segmenta…
    view full post

    September 4, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #segmentation #DeepLearning #ML https://t.co/bmzdv4HKC2
    view full post

    September 4, 2023

    3

    1

  • Ricardo Vázquez
    @ricardo_ik_ahau (Twitter)

    RT @Radiology_AI: TotalSegmentator provides automatic, easily accessible segmentations of major anatomic structures in CT images https://t.…
    view full post

    August 29, 2023

    3

  • Ricardo A Corredor
    @rcorredorj (Twitter)

    RT @Radiology_AI: TotalSegmentator provides automatic, easily accessible segmentations of major anatomic structures in CT images https://t.…
    view full post

    August 29, 2023

    3

  • 吳冠廷tinger wu
    @tingerwu (Twitter)

    RT @Radiology_AI: TotalSegmentator provides automatic, easily accessible segmentations of major anatomic structures in CT images https://t.…
    view full post

    August 29, 2023

    3

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    TotalSegmentator provides automatic, easily accessible segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #segmentation #DeepLearning #AI https://t.co/yZC4hzj1jG
    view full post

    August 29, 2023

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  • koushal
    @kduttnk (Twitter)

    RT kduttnk RT drfaisalalshomr RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/bX4QduxJnH @JakobWasserthal @MSegeroth #DeepLearning #MachineLearning #AI … … https://t.co/bX4QduxJnH
    view full post

    August 28, 2023

  • koushal
    @kduttnk (Twitter)

    RT drfaisalalshomr RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/bX4QduxJnH @JakobWasserthal @MSegeroth #DeepLearning #MachineLearning #AI … https://t.co/bX4QduxJnH
    view full post

    August 28, 2023

  • EDUARDO H RANGEL
    @eduardohrangel (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 28, 2023

    3

  • Angela I. Choe MD FACR
    @angchoemd (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 27, 2023

    3

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #DeepLearning #MachineLearning #AI https://t.co/H9jKLuWolw
    view full post

    August 27, 2023

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  • Cmiyo
    @vVLLY2MY6fU6jyV (Twitter)

    RT @Radiology_AI: TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @M…
    view full post

    August 24, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #MachineLearning #ML https://t.co/UXQSaCYCLl
    view full post

    August 24, 2023

    1

  • Ricky Savjani
    @rickysavjani (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 23, 2023

    5

  • Charles Kahn, MD
    @cekahn (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 23, 2023

    5

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 23, 2023

    5

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #DeepLearning #ML https://t.co/qsyAYXA12p
    view full post

    August 23, 2023

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  • Felipe Kitamura
    @FelipeKitamura (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 22, 2023

    5

  • George Kolostoumpis
    @gkolost (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 21, 2023

    5

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #MachineLearning #AI https://t.co/uzX3gFpU5S
    view full post

    August 21, 2023

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  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #segmentation #DeepLearning https://t.co/wMmCmpQKmv
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    August 19, 2023

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  • Maguy Farhat
    @maguy_farhat (Twitter)

    RT @Radiology_AI: TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @M…
    view full post

    August 18, 2023

    1

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #segmentation #MachineLearning #AI https://t.co/vN4TXs8Xds
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    August 18, 2023

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  • li shichao
    @happy_hana_ (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 16, 2023

    9

  • Oscar Camara
    @oscarcamararey (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSeg…
    view full post

    August 16, 2023

    3

  • AiiHC International Ltd.
    @AiihcLtd2022 (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSeg…
    view full post

    August 16, 2023

    3

  • Yan Zhuang
    @YanZhuangNJ (Twitter)

    RT @Radiology_AI: Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSeg…
    view full post

    August 15, 2023

    3

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #segmentation #MachineLearning https://t.co/Egk4vrqnse
    view full post

    August 15, 2023

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  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Accurate #AI segmentation of 104 anatomic structures on CTs https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #segmentation #MachineLearning https://t.co/Qvi8RwjeK8
    view full post

    August 14, 2023

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  • Saman Doroodgar Jorshery MD, MPH
    @sdorodgar (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 14, 2023

    9

  • Umar Khan
    @DrKhanUmar (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 13, 2023

    9

  • koushal
    @kduttnk (Twitter)

    RT kduttnk RT kduttnk RT kduttnk RT kduttnk RT RobB18706930466 RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/bX4QduxJnH @JakobWasserthal @MSegeroth #MachineLea… https://t.co/bX4QduxJnH
    view full post

    August 13, 2023

  • koushal
    @kduttnk (Twitter)

    RT kduttnk RT kduttnk RT kduttnk RT RobB18706930466 RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/bX4QduxJnH @JakobWasserthal @MSegeroth #MachineLearning #AI #… https://t.co/bX4QduxJnH
    view full post

    August 13, 2023

  • koushal
    @kduttnk (Twitter)

    RT kduttnk RT kduttnk RT RobB18706930466 RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/bX4QduxJnH @JakobWasserthal @MSegeroth #MachineLearning #AI #ML … … https://t.co/bX4QduxJnH
    view full post

    August 13, 2023

  • koushal
    @kduttnk (Twitter)

    RT kduttnk RT RobB18706930466 RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/bX4QduxJnH @JakobWasserthal @MSegeroth #MachineLearning #AI #ML … https://t.co/bX4QduxJnH
    view full post

    August 13, 2023

  • koushal
    @kduttnk (Twitter)

    RT RobB18706930466 RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/bX4QduxJnH @JakobWasserthal @MSegeroth #MachineLearning #AI #ML https://t.co/dsxqDWXvH0 https://t.co/bX4QduxJnH
    view full post

    August 13, 2023

  • Rob B 1
    @RobB18706930466 (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 13, 2023

    9

  • Savvas Nicolaou, MD
    @EmergTraumaRad (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 12, 2023

    9

  • Yuki Sahashi
    @Yuki_Sahashi (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 12, 2023

    9

  • Mitchell Parker, MD, PhD
    @Mitch_P (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 12, 2023

    9

  • Maguy Farhat
    @maguy_farhat (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 12, 2023

    9

  • Krish Dasgupta
    @officialKrishD (Twitter)

    RT @Radiology_AI: A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co…
    view full post

    August 12, 2023

    9

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    A publicly available CT #segmentation model segments most anatomically relevant structures in the whole body https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #MachineLearning #AI #ML https://t.co/DrEOV7UbYq
    view full post

    August 12, 2023

    38

    9

  • Medical Clinical Case
    @MedClinicalCase (Twitter)

    RT @radRounds: Interesting article on how AI is starting to transform radiology... especially more quantiative imaging. https://t.co/poL4v…
    view full post

    August 11, 2023

    8

  • American Society of Functional Neuroradiology
    @theASFNR (Twitter)

    RT @Radiology_AI: TotalSegmentator provides automatic, easily accessible segmentations of major anatomic structures in CT images https://t.…
    view full post

    August 11, 2023

    3

  • Anton Becker, MD, PhD
    @becker_rad (Twitter)

    RT @Radiology_AI: TotalSegmentator provides automatic, easily accessible segmentations of major anatomic structures in CT images https://t.…
    view full post

    August 11, 2023

    3

  • Charles Kahn, MD
    @cekahn (Twitter)

    RT @Radiology_AI: TotalSegmentator provides automatic, easily accessible segmentations of major anatomic structures in CT images https://t.…
    view full post

    August 11, 2023

    3

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    TotalSegmentator provides automatic, easily accessible segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #MachineLearning #ML https://t.co/d8v53AW4tq
    view full post

    August 11, 2023

    27

    3

  • Oscar Camara
    @oscarcamararey (Twitter)

    RT @Radiology_AI: Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserth…
    view full post

    August 10, 2023

    6

  • Ashar Asif
    @ashetabulum (Twitter)

    RT @Radiology_AI: Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserth…
    view full post

    August 10, 2023

    6

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    RT @Radiology_AI: Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserth…
    view full post

    August 10, 2023

    6

  • Charles Kahn, MD
    @cekahn (Twitter)

    RT @Radiology_AI: Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserth…
    view full post

    August 10, 2023

    6


  • @DrMadan11 (Twitter)

    RT @radRounds: Interesting article on how AI is starting to transform radiology... especially more quantiative imaging. https://t.co/poL4v…
    view full post

    August 10, 2023

    8

  • Johnathan Beth
    @Johnathan_beth (Twitter)

    RT @radRounds: Interesting article on how AI is starting to transform radiology... especially more quantiative imaging. https://t.co/poL4v…
    view full post

    August 10, 2023

    8

  • 0 to 1
    @Vamsi_Venkats (Twitter)

    RT @radRounds: Interesting article on how AI is starting to transform radiology... especially more quantiative imaging. https://t.co/poL4v…
    view full post

    August 10, 2023

    8

  • fotokunst
    @FotokunstH (Twitter)

    RT @radRounds: Interesting article on how AI is starting to transform radiology... especially more quantiative imaging. https://t.co/poL4v…
    view full post

    August 10, 2023

    8

  • Petiatil Cx Htdui
    @xRollcall (Twitter)

    RT @radRounds: Interesting article on how AI is starting to transform radiology... especially more quantiative imaging. https://t.co/poL4v…
    view full post

    August 10, 2023

    8

  • George Kolostoumpis
    @gkolost (Twitter)

    RT @Radiology_AI: Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserth…
    view full post

    August 9, 2023

    6

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    Robust, publicly available segmentations of major anatomic structures in CT images https://t.co/rTQkdk7e31 @JakobWasserthal @MSegeroth #TotalSegmentator #AI #ML https://t.co/u8t0j3iE6W
    view full post

    August 9, 2023

    34

    6

  • Rob B 1
    @RobB18706930466 (Twitter)

    RT @QuincyHathaway: @Radiology_AI A good example comes from a recently published Radiology: Artificial Intelligence article (https://t.co/c…
    view full post

    August 3, 2023

    2

  • Radiology: Artificial Intelligence
    @Radiology_AI (Twitter)

    RT @QuincyHathaway: @Radiology_AI A good example comes from a recently published Radiology: Artificial Intelligence article (https://t.co/c…
    view full post

    August 2, 2023

    2

  • Quincy A. Hathaway
    @QuincyHathaway (Twitter)

    @Radiology_AI A good example comes from a recently published Radiology: Artificial Intelligence article (https://t.co/cKnmS91JQH) by Wasserthal et al. As segmentation models are refined, TDA could be applied on the 3D and 2D ROIs. #RadAIchat https://t.co/iggK0cJM4q
    view full post

    August 2, 2023

    9

    2

  • Samuel Saldaña Valenzuela
    @SamuelSaldana_V (Twitter)

    TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images Papers have undergone full peer review and have been accepted for publication in Radiology: Artificial Intelligence. https://t.co/3xlUHXwMhU https://t.co/TjPEfFLAix
    view full post

    July 28, 2023

Abstract Synopsis

  • The study introduces a deep learning segmentation model called TotalSegmentator, which can automatically segment 104 anatomical structures from body CT images, enhancing applications in medical fields like organ analysis and treatment planning.
  • It utilized a comprehensive dataset of 1,204 CT scans collected over several years, encompassing various ages and conditions to train the nnUNet algorithm and assess its performance through Dice similarity coefficients.
  • The model achieved impressive results, outperforming an existing segmentation model and revealing important insights into age-related changes in organ volume and attenuation.