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Page 1
Active learning for extracting surgomic features in robot-assisted minimally invasive esophagectomy: a prospective annotation study.
Brandenburg JM, Jenke AC, Stern A, Daum MTJ, Schulze A, Younis R, Petrynowski P, Davitashvili T, Vanat V, Bhasker N, Schneider S, Mündermann L, Reinke A, Kolbinger FR, Jörns V, Fritz-Kebede F, Dugas M, Maier-Hein L, Klotz R, Distler M, Weitz J, Müller-Stich BP, Speidel S, Bodenstedt S, Wagner M. Brandenburg JM, et al. Among authors: fritz kebede f. Surg Endosc. 2023 Nov;37(11):8577-8593. doi: 10.1007/s00464-023-10447-6. Epub 2023 Oct 14. Surg Endosc. 2023. PMID: 37833509 Free PMC article.
Surgomics: personalized prediction of morbidity, mortality and long-term outcome in surgery using machine learning on multimodal data.
Wagner M, Brandenburg JM, Bodenstedt S, Schulze A, Jenke AC, Stern A, Daum MTJ, Mündermann L, Kolbinger FR, Bhasker N, Schneider G, Krause-Jüttler G, Alwanni H, Fritz-Kebede F, Burgert O, Wilhelm D, Fallert J, Nickel F, Maier-Hein L, Dugas M, Distler M, Weitz J, Müller-Stich BP, Speidel S. Wagner M, et al. Among authors: fritz kebede f. Surg Endosc. 2022 Nov;36(11):8568-8591. doi: 10.1007/s00464-022-09611-1. Epub 2022 Sep 28. Surg Endosc. 2022. PMID: 36171451 Free PMC article.
Secondary use of patient data within decentralized studies using the example of rare diseases in Germany: A data scientist's exploration of process and lessons learned.
Zoch M, Gierschner C, Andreeff AK, Henke E, Sedlmayr M, Müller G, Tippmann J, Hebestreit H, Choukair D, Hoffmann GF, Fritz-Kebede F, Toepfner N, Berner R, Biergans S, Verbücheln R, Schaaf J, Fleck J, Wirth FN, Schepers J, Prasser F. Zoch M, et al. Among authors: fritz kebede f. Digit Health. 2024 Aug 10;10:20552076241265219. doi: 10.1177/20552076241265219. eCollection 2024 Jan-Dec. Digit Health. 2024. PMID: 39130526 Free PMC article.
[INTERPOLAR-prospective, interventional studies as part of the Medical Informatics Initiative to improve medication therapy safety in healthcare].
Loeffler M, Maas R, Neumann D, Scherag A; INTERPOLAR-Team. Loeffler M, et al. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2024 Jun;67(6):676-684. doi: 10.1007/s00103-024-03890-w. Epub 2024 May 15. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2024. PMID: 38750238 Free PMC article. German.
Next-generation study databases require FAIR, EHR-integrated, and scalable Electronic Data Capture for medical documentation and decision support.
Dugas M, Blumenstock M, Dittrich T, Eisenmann U, Feder SC, Fritz-Kebede F, Kessler LJ, Klass M, Knaup P, Lehmann CU, Merzweiler A, Niklas C, Pausch TM, Zental N, Ganzinger M. Dugas M, et al. Among authors: fritz kebede f. NPJ Digit Med. 2024 Jan 12;7(1):10. doi: 10.1038/s41746-023-00994-6. NPJ Digit Med. 2024. PMID: 38216645 Free PMC article.