Active learning for extracting surgomic features in robot-assisted minimally invasive esophagectomy:...
Active learning for extracting surgomic features in robot-assisted minimally invasive esophagectomy: a prospective annotation study
About this item
Full title
Author / Creator
Brandenburg, Johanna M. , Jenke, Alexander C. , Stern, Antonia , Daum, Marie T. J. , Schulze, André , Younis, Rayan , Petrynowski, Philipp , Davitashvili, Tornike , Vanat, Vincent , Bhasker, Nithya , Schneider, Sophia , Mündermann, Lars , Reinke, Annika , Kolbinger, Fiona R. , Jörns, Vanessa , Fritz-Kebede, Fleur , Dugas, Martin , Maier-Hein, Lena , Klotz, Rosa , Distler, Marius , Weitz, Jürgen , Müller-Stich, Beat P. , Speidel, Stefanie , Bodenstedt, Sebastian and Wagner, Martin
Publisher
New York: Springer US
Journal title
Language
English
Formats
Publication information
Publisher
New York: Springer US
Subjects
More information
Scope and Contents
Contents
Background
With Surgomics, we aim for personalized prediction of the patient's surgical outcome using machine-learning (ML) on multimodal intraoperative data to extract surgomic features as surgical process characteristics. As high-quality annotations by medical experts are crucial, but still a bottleneck, we prospectively investigate active lea...
Alternative Titles
Full title
Active learning for extracting surgomic features in robot-assisted minimally invasive esophagectomy: a prospective annotation study
Authors, Artists and Contributors
Author / Creator
Jenke, Alexander C.
Stern, Antonia
Daum, Marie T. J.
Schulze, André
Younis, Rayan
Petrynowski, Philipp
Davitashvili, Tornike
Vanat, Vincent
Bhasker, Nithya
Schneider, Sophia
Mündermann, Lars
Reinke, Annika
Kolbinger, Fiona R.
Jörns, Vanessa
Fritz-Kebede, Fleur
Dugas, Martin
Maier-Hein, Lena
Klotz, Rosa
Distler, Marius
Weitz, Jürgen
Müller-Stich, Beat P.
Speidel, Stefanie
Bodenstedt, Sebastian
Wagner, Martin
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10615926
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10615926
Other Identifiers
ISSN
0930-2794
E-ISSN
1432-2218
DOI
10.1007/s00464-023-10447-6
