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Surgomics: personalized prediction of morbidity, mortality and long-term outcome in surgery using machine learning on multimodal data
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...
Autores principales: | Wagner, Martin, Brandenburg, Johanna M., Bodenstedt, Sebastian, Schulze, André, Jenke, Alexander C., Stern, Antonia, Daum, Marie T. J., Mündermann, Lars, Kolbinger, Fiona R., Bhasker, Nithya, Schneider, Gerd, Krause-Jüttler, Grit, Alwanni, Hisham, Fritz-Kebede, Fleur, Burgert, Oliver, Wilhelm, Dirk, Fallert, Johannes, Nickel, Felix, Maier-Hein, Lena, Dugas, Martin, Distler, Marius, Weitz, Jürgen, Müller-Stich, Beat-Peter, Speidel, Stefanie |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9613751/ https://www.ncbi.nlm.nih.gov/pubmed/36171451 http://dx.doi.org/10.1007/s00464-022-09611-1 |
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