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Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Wagner, Martin; Müller-Stich, Beat-Peter; Kisilenko, Anna; Tran, Duc; Heger, Patrick; Mündermann, Lars; Lubotsky, David M; Müller, Benjamin; Davitashvili, Tornike; Capek, Manuela; Reinke, Annika; Reid, Carissa; Yu, Tong; Vardazaryan, Armine; Nwoye, Chinedu Innocent; Padoy, Nicolas; Liu, Xinyang; Lee, Eung-Joo; Disch, Constantin; Meine, Hans; Xia, Tong; Jia, Fucang; Kondo, Satoshi; Reiter, Wolfgang; Jin, Yueming; Long, Yonghao; Jiang, Meirui; Dou, Qi; Heng, Pheng Ann; Twick, Isabell; Kirtac, Kadir; Hosgor, Enes; Bolmgren, Jon Lindström; Stenzel, Michael; von Siemens, Björn; Zhao, Long; Ge, Zhenxiao; Sun, Haiming; Xie, Di; Guo, Mengqi; Liu, Daochang; Kenngott, Hannes G; Nickel, Felix; Frankenberg, Moritz von; Mathis-Ullrich, Franziska; Kopp-Schneider, Annette; Maier-Hein, Lena; Speidel, Stefanie; Bodenstedt, Sebastian.
Afiliação
  • Wagner M; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; National Center for Tumor Diseases (NCT) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany. Electronic address: martin.wagner@med.uni-heidelb
  • Müller-Stich BP; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; National Center for Tumor Diseases (NCT) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany.
  • Kisilenko A; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; National Center for Tumor Diseases (NCT) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany.
  • Tran D; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; National Center for Tumor Diseases (NCT) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany.
  • Heger P; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany.
  • Mündermann L; Data Assisted Solutions, Corporate Research & Technology, KARL STORZ SE & Co. KG, Dr. Karl-Storz-Str. 34, 78332 Tuttlingen.
  • Lubotsky DM; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; National Center for Tumor Diseases (NCT) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany.
  • Müller B; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; National Center for Tumor Diseases (NCT) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany.
  • Davitashvili T; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; National Center for Tumor Diseases (NCT) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany.
  • Capek M; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; National Center for Tumor Diseases (NCT) Heidelberg, Im Neuenheimer Feld 460, 69120 Heidelberg, Germany.
  • Reinke A; Div. Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120 Heidelberg Germany; HIP Helmholtz Imaging Platform, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120 Heidelberg Germany; Faculty of Mathematics and Computer Science,
  • Reid C; Division of Biostatistics, German Cancer Research Center, Im Neuenheimer Feld 280, Heidelberg, Germany.
  • Yu T; ICube, University of Strasbourg, CNRS, France. 300 bd Sébastien Brant - CS 10413, F-67412 Illkirch Cedex, France; IHU Strasbourg, France. 1 Place de l'hôpital, 67000 Strasbourg, France.
  • Vardazaryan A; ICube, University of Strasbourg, CNRS, France. 300 bd Sébastien Brant - CS 10413, F-67412 Illkirch Cedex, France; IHU Strasbourg, France. 1 Place de l'hôpital, 67000 Strasbourg, France.
  • Nwoye CI; ICube, University of Strasbourg, CNRS, France. 300 bd Sébastien Brant - CS 10413, F-67412 Illkirch Cedex, France; IHU Strasbourg, France. 1 Place de l'hôpital, 67000 Strasbourg, France.
  • Padoy N; ICube, University of Strasbourg, CNRS, France. 300 bd Sébastien Brant - CS 10413, F-67412 Illkirch Cedex, France; IHU Strasbourg, France. 1 Place de l'hôpital, 67000 Strasbourg, France.
  • Liu X; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, 111 Michigan Ave NW, Washington, DC 20010, USA.
  • Lee EJ; University of Maryland, College Park, 2405 A V Williams Building, College Park, MD 20742, USA.
  • Disch C; Fraunhofer Institute for Digital Medicine MEVIS, Max-von-Laue-Str. 2, 28359 Bremen, Germany.
  • Meine H; Fraunhofer Institute for Digital Medicine MEVIS, Max-von-Laue-Str. 2, 28359 Bremen, Germany; University of Bremen, FB3, Medical Image Computing Group, ℅ Fraunhofer MEVIS, Am Fallturm 1, 28359 Bremen, Germany.
  • Xia T; Lab for Medical Imaging and Digital Surgery, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.
  • Jia F; Lab for Medical Imaging and Digital Surgery, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.
  • Kondo S; Konika Minolta, Inc., 1-2, Sakura-machi, Takatsuki, Oasak 569-8503, Japan.
  • Reiter W; Wintegral GmbH, Ehrenbreitsteiner Str. 36, 80993 München, Germany.
  • Jin Y; Department of Computer Science and Engineering, Ho Sin-Hang Engineering Building, The Chinese University of Hong Kong, Sha Tin, NT, Hong Kong.
  • Long Y; Department of Computer Science and Engineering, Ho Sin-Hang Engineering Building, The Chinese University of Hong Kong, Sha Tin, NT, Hong Kong.
  • Jiang M; Department of Computer Science and Engineering, Ho Sin-Hang Engineering Building, The Chinese University of Hong Kong, Sha Tin, NT, Hong Kong.
  • Dou Q; Department of Computer Science and Engineering, Ho Sin-Hang Engineering Building, The Chinese University of Hong Kong, Sha Tin, NT, Hong Kong.
  • Heng PA; Department of Computer Science and Engineering, Ho Sin-Hang Engineering Building, The Chinese University of Hong Kong, Sha Tin, NT, Hong Kong.
  • Twick I; Caresyntax GmbH, Komturstr. 18A, 12099 Berlin, Germany.
  • Kirtac K; Caresyntax GmbH, Komturstr. 18A, 12099 Berlin, Germany.
  • Hosgor E; Caresyntax GmbH, Komturstr. 18A, 12099 Berlin, Germany.
  • Bolmgren JL; Caresyntax GmbH, Komturstr. 18A, 12099 Berlin, Germany.
  • Stenzel M; Caresyntax GmbH, Komturstr. 18A, 12099 Berlin, Germany.
  • von Siemens B; Caresyntax GmbH, Komturstr. 18A, 12099 Berlin, Germany.
  • Zhao L; Hikvision Research Institute, Hangzhou, China.
  • Ge Z; Hikvision Research Institute, Hangzhou, China.
  • Sun H; Hikvision Research Institute, Hangzhou, China.
  • Xie D; Hikvision Research Institute, Hangzhou, China.
  • Guo M; School of Computing, National University of Singapore, Computing 1, No.13 Computing Drive, 117417, Singapore.
  • Liu D; National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing, China.
  • Kenngott HG; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany.
  • Nickel F; Department for General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany.
  • Frankenberg MV; Department of Surgery, Salem Hospital of the Evangelische Stadtmission Heidelberg, Zeppelinstrasse 11-33, 69121 Heidelberg, Germany.
  • Mathis-Ullrich F; Health Robotics and Automation Laboratory, Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Geb. 40.28, KIT Campus Süd, Engler-Bunte-Ring 8, 76131 Karlsruhe, Germany.
  • Kopp-Schneider A; Division of Biostatistics, German Cancer Research Center, Im Neuenheimer Feld 280, Heidelberg, Germany.
  • Maier-Hein L; Div. Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120 Heidelberg Germany; HIP Helmholtz Imaging Platform, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120 Heidelberg Germany; Faculty of Mathematics and Computer Science,
  • Speidel S; Div. Translational Surgical Oncology, National Center for Tumor Diseases Dresden, Fetscherstraße 74, 01307 Dresden, Germany; Cluster of Excellence "Centre for Tactile Internet with Human-in-the-Loop" (CeTI) of Technische Universität Dresden, 01062 Dresden, Germany.
  • Bodenstedt S; Div. Translational Surgical Oncology, National Center for Tumor Diseases Dresden, Fetscherstraße 74, 01307 Dresden, Germany; Cluster of Excellence "Centre for Tactile Internet with Human-in-the-Loop" (CeTI) of Technische Universität Dresden, 01062 Dresden, Germany.
Med Image Anal ; 86: 102770, 2023 05.
Article em En | MEDLINE | ID: mdl-36889206
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
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PubMed Links
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article