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Optimization of anastomotic technique and gastric conduit perfusion with hyperspectral imaging and machine learning in an experimental model for minimally invasive esophagectomy.

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Title: Optimization of anastomotic technique and gastric conduit perfusion with hyperspectral imaging and machine learning in an experimental model for minimally invasive esophagectomy.
Authors: Nickel F; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany., Studier-Fischer A; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany; School of Medicine, Heidelberg University, Heidelberg, Germany., Özdemir B; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany., Odenthal J; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany., Müller LR; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany; Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany., Knoedler S; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany., Kowalewski KF; Department of Urology, Medical Faculty of Mannheim at the University of Heidelberg, Mannheim, Germany., Camplisson I; Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, USA., Allers MM; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany., Dietrich M; Department of Anaesthesiology, Heidelberg University Hospital, Heidelberg, Germany., Schmidt K; Department of Anaesthesiology and Intensive Care Medicine, Essen University Hospital, Essen, Germany., Salg GA; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany., Kenngott HG; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany., Billeter AT; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany., Gockel I; Department of Visceral, Transplantation, Thoracic and Vascular Surgery, Leipzig University Hospital, Leipzig, Germany., Sagiv C; DeePathology Ltd., Ra'anana, Israel., Hadar OE; DeePathology Ltd., Ra'anana, Israel., Gildenblat J; DeePathology Ltd., Ra'anana, Israel., Ayala L; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany; Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany; Medical Faculty, Heidelberg University, Heidelberg, Germany., Seidlitz S; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany; Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany., Maier-Hein L; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany; Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany; Medical Faculty, Heidelberg University, Heidelberg, Germany., Müller-Stich BP; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany. Electronic address: beat.mueller@clarunis.ch.
Source: European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology [Eur J Surg Oncol] 2025 Jan; Vol. 51 (1), pp. 106908. Date of Electronic Publication: 2023 Apr 18.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 8504356 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-2157 (Electronic) Linking ISSN: 07487983 NLM ISO Abbreviation: Eur J Surg Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Nickel+F%22">Nickel F</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Studier-Fischer+A%22">Studier-Fischer A</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany; School of Medicine, Heidelberg University, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Özdemir+B%22">Özdemir B</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Odenthal+J%22">Odenthal J</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Müller+LR%22">Müller LR</searchLink>; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany; Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Knoedler+S%22">Knoedler S</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Kowalewski+KF%22">Kowalewski KF</searchLink>; Department of Urology, Medical Faculty of Mannheim at the University of Heidelberg, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Camplisson+I%22">Camplisson I</searchLink>; Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, USA.<br /><searchLink fieldCode="AU" term="%22Allers+MM%22">Allers MM</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Dietrich+M%22">Dietrich M</searchLink>; Department of Anaesthesiology, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Schmidt+K%22">Schmidt K</searchLink>; Department of Anaesthesiology and Intensive Care Medicine, Essen University Hospital, Essen, Germany.<br /><searchLink fieldCode="AU" term="%22Salg+GA%22">Salg GA</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Kenngott+HG%22">Kenngott HG</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Billeter+AT%22">Billeter AT</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Gockel+I%22">Gockel I</searchLink>; Department of Visceral, Transplantation, Thoracic and Vascular Surgery, Leipzig University Hospital, Leipzig, Germany.<br /><searchLink fieldCode="AU" term="%22Sagiv+C%22">Sagiv C</searchLink>; DeePathology Ltd., Ra'anana, Israel.<br /><searchLink fieldCode="AU" term="%22Hadar+OE%22">Hadar OE</searchLink>; DeePathology Ltd., Ra'anana, Israel.<br /><searchLink fieldCode="AU" term="%22Gildenblat+J%22">Gildenblat J</searchLink>; DeePathology Ltd., Ra'anana, Israel.<br /><searchLink fieldCode="AU" term="%22Ayala+L%22">Ayala L</searchLink>; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany; Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany; Medical Faculty, Heidelberg University, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Seidlitz+S%22">Seidlitz S</searchLink>; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany; Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Maier-Hein+L%22">Maier-Hein L</searchLink>; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany; Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany; Medical Faculty, Heidelberg University, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Müller-Stich+BP%22">Müller-Stich BP</searchLink>; Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany; HIDSS4Health - Helmholtz Information and Data Science School for Health, Heidelberg and Karlsruhe, Germany. Electronic address: beat.mueller@clarunis.ch.
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        Value: 10.1016/j.ejso.2023.04.007
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