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. 2023 Aug 9;5(5):e230235.
doi: 10.1148/ryai.230235. eCollection 2023 Sep.

TotalSegmentator: A Gift to the Biomedical Imaging Community

Affiliations

TotalSegmentator: A Gift to the Biomedical Imaging Community

Ronnie Sebro et al. Radiol Artif Intell. .
No abstract available

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Conflict of interest statement

Disclosures of conflicts of interest: R.S. Deputy editor of Radiology: Artificial Intelligence. J.M. Siemens grant to institution; payments though institution for royalties or licenses from GE; payment for expert testimony from Gibson Dunn and Covington; support for attending meetings and/or travel from Microsoft/Nuance (support for travel to Nuance meetings only); chair of RSNA AI Committee; associate editor of Radiology: Artificial Intelligence.

Figures

Ronnie Sebro, MD, PhD, is an internationally renowned statistician,
geneticist, and musculoskeletal radiologist. He is a professor of radiology,
orthopedic surgery, and biostatistics at the Mayo Clinic. His research focuses
on using artificial intelligence and machine learning to improve diagnosis and
treatment of osteoporosis, tumors, and other musculoskeletal
conditions.
Ronnie Sebro, MD, PhD, is an internationally renowned statistician, geneticist, and musculoskeletal radiologist. He is a professor of radiology, orthopedic surgery, and biostatistics at the Mayo Clinic. His research focuses on using artificial intelligence and machine learning to improve diagnosis and treatment of osteoporosis, tumors, and other musculoskeletal conditions.
John Mongan, MD, PhD, is an abdominal radiologist and associate chair for
translational informatics at UCSF. He chairs the RSNA Machine Learning Steering
Committee; one of the Committee’s roles is to organize the twice-yearly
RSNA artificial intelligence competitions. The early work he led on artificial
intelligence pneumothorax detection produced an FDA-cleared model currently
clinically deployed on portable radiographic devices. He is an author of the
Checklist for Artificial Intelligence in Medical Imaging (CLAIM).
John Mongan, MD, PhD, is an abdominal radiologist and associate chair for translational informatics at UCSF. He chairs the RSNA Machine Learning Steering Committee; one of the Committee’s roles is to organize the twice-yearly RSNA artificial intelligence competitions. The early work he led on artificial intelligence pneumothorax detection produced an FDA-cleared model currently clinically deployed on portable radiographic devices. He is an author of the Checklist for Artificial Intelligence in Medical Imaging (CLAIM).

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References

    1. Erickson BJ , Cai J . Magician’s Corner: 4. Image Segmentation with U-Net . Radiol Artif Intell 2020. ; 2 ( 1 ): e190161 . - PMC - PubMed
    1. Wasserthal J , Breit HC , Meyer MT , et al. . TotalSegmentator: robust segmentation of 104 anatomic structures in CT images . Radiol Artif Intell 2023. ; 5 ( 5 ): e230024 . - PMC - PubMed
    1. Sebro R , De la Garza-Ramos C . Opportunistic screening for osteoporosis and osteopenia from CT scans of the abdomen and pelvis using machine learning . Eur Radiol 2023. ; 33 ( 3 ): 1812 – 1823 . - PubMed
    1. Lim S , Meigs JB . Ectopic fat and cardiometabolic and vascular risk . Int J Cardiol 2013. ; 169 ( 3 ): 166 – 176 . - PubMed
    1. Nuffer Z , Marini T , Rupasov A , Kwak S , Bhatt S . The Best Single Measurement for Assessing Splenomegaly in Patients with Cirrhotic Liver Morphology . Acad Radiol 2017. ; 24 ( 12 ): 1510 – 1516 . - PubMed

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