Surgomics: personalized prediction of morbidity, mortality a…
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- DOI 10.1007/s00464-022-09611-1
- PMID https://pubmed.ncbi.nlm.nih.gov/36171451
- OpenAlex ID W4297500224
- Type Article
- Language EN
- Published 28 Sep 2022
- Volume 36 (11)
- Pages 8568–8591
- Source Surgical Endoscopy
- Publisher Springer Science+Business Media
- FWCI 2.96
- Countries 1
- Institutions 14
- Added 10 Oct 2025
- Updated 16 Oct 2026
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Surgomics: personalized prediction of morbidity, mortality and long-term outcome in surgery using machine learning on multimodal data
Article 2022 EN Hybrid
BACKGROUND: Personalized medicine requires the integration and analysis of vast amounts of patient data to realize individualized care. With Surgomics, we aim to facilitate personalized therapy recommendations in surgery by integration of intraoperative surgical data and their analysis with machine learning methods to leverage the potential of this data in analogy to Radiomics and Genomics. METHOD…
30
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24
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2.96
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UN Sustainable Development Goals
1 SDGsAuthors & Affiliations
24 authors| # | Author | Institutions | ORCID |
|---|---|---|---|
| 1 | Martin Wagner Corresponding | University Hospital Heidelberg (DE) National Center for Tumor Dise… (DE) | |
| 2 | Johanna M. Brandenburg | University Hospital Heidelberg (DE) National Center for Tumor Dise… (DE) | |
| 3 | Sebastian Bodenstedt | National Center for Tumor Dise… (DE) Nationales Centrum für Tumorer… (DE) +2 | |
| 4 | A. Schulze | University Hospital Heidelberg (DE) National Center for Tumor Dise… (DE) | |
| 5 | Alexander C. Jenke | National Center for Tumor Dise… (DE) Nationales Centrum für Tumorer… (DE) | |
| 6 | Antonia Stern | Karl Storz (Germany) (DE) | — |
| 7 | Marie T. J. Daum | University Hospital Heidelberg (DE) National Center for Tumor Dise… (DE) | — |
| 8 | Lars Mündermann | Karl Storz (Germany) (DE) | |
| 9 | Fiona R. Kolbinger | University Hospital Carl Gusta… (DE) Else Kröner Fresenius Center f… (DE) +1 | |
| 10 | Nithya Bhasker | National Center for Tumor Dise… (DE) Nationales Centrum für Tumorer… (DE) | |
| 11 | Gerd Schneider | Heidelberg University (DE) University Hospital Heidelberg (DE) | — |
| 12 | Grit Krause-Jüttler | University Hospital Carl Gusta… (DE) Technische Universität Dresden (DE) | |
| 13 | Hisham Alwanni | Karl Storz (Germany) (DE) | |
| 14 | Fleur Fritz | Heidelberg University (DE) University Hospital Heidelberg (DE) | |
| 15 | Oliver Burgert | Reutlingen University (DE) | |
| 16 | Dirk Wilhelm | TUM Klinikum (DE) Technical University of Munich (DE) | |
| 17 | Johannes Fallert | Karl Storz (Germany) (DE) | — |
| 18 | Felix Nickel | University Hospital Heidelberg (DE) | |
| 19 | Lena Maier‐Hein | German Cancer Research Center (DE) | |
| 20 | Martin Dugas | Heidelberg University (DE) University Hospital Heidelberg (DE) | |
| 21 | Marius Distler | German Cancer Research Center (DE) Helmholtz-Zentrum Dresden-Ross… (DE) +3 | |
| 22 | Jürgen Weitz | German Cancer Research Center (DE) Helmholtz-Zentrum Dresden-Ross… (DE) +3 | |
| 23 | Beat Peter Müller-Stich | University Hospital Heidelberg (DE) National Center for Tumor Dise… (DE) | |
| 24 | Stefanie Speidel | National Center for Tumor Dise… (DE) Nationales Centrum für Tumorer… (DE) +2 |
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