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Document type:
Article; Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't; Research Support, U.S. Gov't, Non-P.H.S.; Review 
Author(s):
Maier-Hein, Lena; Eisenmann, Matthias; Sarikaya, Duygu; März, Keno; Collins, Toby; Malpani, Anand; Fallert, Johannes; Feussner, Hubertus; Giannarou, Stamatia; Mascagni, Pietro; Nakawala, Hirenkumar; Park, Adrian; Pugh, Carla; Stoyanov, Danail; Vedula, Swaroop S; Cleary, Kevin; Fichtinger, Gabor; Forestier, Germain; Gibaud, Bernard; Grantcharov, Teodor; Hashizume, Makoto; Heckmann-Nötzel, Doreen; Kenngott, Hannes G; Kikinis, Ron; Mündermann, Lars; Navab, Nassir; Onogur, Sinan; Roß, Tobias; Sznitm...    »
 
Title:
Surgical data science - from concepts toward clinical translation. 
Abstract:
Recent developments in data science in general and machine learning in particular have transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a new research field that aims to improve the quality of interventional healthcare through the capture, organization, analysis and modeling of data. While an increasing number of data-driven approaches and clinical applications have been studied in the fields of radiological and clinical data science, translational succe...    »
 
Journal title abbreviation:
Med Image Anal 
Year:
2022 
Journal volume:
76 
Print-ISSN:
1361-8415 
TUM Institution:
Klinik und Poliklinik für Chirurgie