AutoFRS: an externally validated, annotation-free approach t…

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AutoFRS: an externally validated, annotation-free approach to computational preoperative complication risk stratification in pancreatic surgery – an experimental study

Article 2025 EN Hybrid

BACKGROUND: The risk of postoperative pancreatic fistula (POPF), one of the most dreaded complications after pancreatic surgery, can be predicted from preoperative imaging and tabular clinical routine data. However, existing studies suffer from limited clinical applicability due to a need for manual data annotation and a lack of external validation. We propose AutoFRS (automated fistula risk score…

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20 authors
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1 Fiona R. Kolbinger German Cancer Research Center (DE) Purdue University West Lafayet… (US) +6
2 Nithya Bhasker Helmholtz-Zentrum Dresden-Ross… (DE) National Center for Tumor Dise… (DE) +3
3 Felix Schön University Hospital Carl Gusta… (DE) Technische Universität Dresden (DE)
4 Daniel Cser Helmholtz-Zentrum Dresden-Ross… (DE) National Center for Tumor Dise… (DE) +3 —
5 Alex Zwanenburg German Cancer Research Center (DE) Helmholtz-Zentrum Dresden-Ross… (DE) +6
6 Steffen Löck German Cancer Research Center (DE) Helmholtz-Zentrum Dresden-Ross… (DE) +6
7 Sebastian Hempel German Cancer Research Center (DE) Helmholtz-Zentrum Dresden-Ross… (DE) +5
8 A. Schulze German Cancer Research Center (DE) Heidelberg University (DE) +7
9 Nadiia Skorobohach University Hospital Carl Gusta… (DE) Technische Universität Dresden (DE)
10 Hanna Maria Schmeiser University Hospital Carl Gusta… (DE) Technische Universität Dresden (DE) —
11 Rosa Klotz Heidelberg University (DE) University Hospital Heidelberg (DE)
12 RT Hoffmann University Hospital Carl Gusta… (DE) Technische Universität Dresden (DE)
13 Pascal Probst Kantonsspital Frauenfeld (CH)
14 Beat Müller Heidelberg University (DE) University Hospital Heidelberg (DE) +1 —
15 Sebastian Bodenstedt Helmholtz-Zentrum Dresden-Ross… (DE) National Center for Tumor Dise… (DE) +3
16 Martin Wagner German Cancer Research Center (DE) Heidelberg University (DE) +8
17 Jürgen Weitz German Cancer Research Center (DE) Helmholtz-Zentrum Dresden-Ross… (DE) +6
18 Jens‐Peter Kühn University Hospital Carl Gusta… (DE) Technische Universität Dresden (DE)
19 Marius Distler German Cancer Research Center (DE) Helmholtz-Zentrum Dresden-Ross… (DE) +5
20 Stefanie Speidel Helmholtz-Zentrum Dresden-Ross… (DE) National Center for Tumor Dise… (DE) +4

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