Surgical data science for next-generation interventions

Lena Maier-Hein¹, Swaroop S Vedula², Stefanie Speidel³, Nassir Navab^{4

5}, Ron Kikinis^{6

7

8}, Adrian Park^{9

10}, Matthias Eisenmann¹¹, Hubertus Feussner¹², Germain Forestier¹³, Stamatia Giannarou¹⁴, Makoto Hashizume¹⁵, Darko Katic¹⁶, Hannes Kenngott¹⁷, Michael Kranzfelder¹², Anand Malpani^{2

5}, Keno März¹¹, Thomas Neumuth¹⁸, Nicolas Padoy¹⁹, Carla Pugh²⁰, Nicolai Schoch²¹, Danail Stoyanov²², Russell Taylor⁵, Martin Wagner¹⁷, Gregory D Hager^{23

24}, Pierre Jannin^{25

26}

Affiliations

¹ Division Computer Assisted Medical Interventions (CAMI), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany. l.maier-hein@dkfz.de.
² The Malone Center for Engineering in Healthcare, The Johns Hopkins University, Baltimore, MD, 21218, USA.
³ Division Translational Surgical Oncology, National Center for Tumor Diseases (NCT), 01307, Dresden, Germany.
⁴ Computer Aided Medical Procedures, Technical University of Munich, 80333, Munich, Germany.
⁵ Department of Computer Science, The Johns Hopkins University, Baltimore, MD, 21218, USA.
⁶ Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, 02215, USA.
⁷ Department of Computer Science, University of Bremen, 28359, Bremen, Germany.
⁸ Fraunhofer MEVIS, 28359, Bremen, Germany.
⁹ Department of Surgery, Anne Arundel Health System, Annapolis, MD, 21401, USA.
¹⁰ Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA.
¹¹ Division Computer Assisted Medical Interventions (CAMI), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.
¹² Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany.
¹³ Department of Computer Science, University of Haute-Alsace, 68093, Mulhouse, France.
¹⁴ The Hamlyn Centre for Robotic Surgery, Imperial College London, London, SW7 2AZ, UK.
¹⁵ Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, Fukuoka, 812-8582, Japan.
¹⁶ Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technolgoy (KIT), 76131, Karlsruhe, Germany.
¹⁷ Department for General, Visceral and Transplant Surgery, Heidelberg University Hospital, 69120, Heidelberg, Germany.
¹⁸ Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, 04103, Leipzig, Germany.
¹⁹ ICube, University of Strasbourg, CNRS, IHU, 67081, Strasbourg, France.
²⁰ Department of Surgery, University of Wisconsin, Madison, WI, 53792, USA.
²¹ Engineering Mathematics and Computing Lab (EMCL), IWR, Heidelberg University, 69120, Heidelberg, Germany.
²² Centre for Medical Image Computing (CMIC) and Department of Computer Science, University College London, London, WC1E 6BT, UK.
²³ The Malone Center for Engineering in Healthcare, The Johns Hopkins University, Baltimore, MD, 21218, USA. hager@cs.jhu.edu.
²⁴ Department of Computer Science, The Johns Hopkins University, Baltimore, MD, 21218, USA. hager@cs.jhu.edu.
²⁵ Université de Rennes 1, 35065, Rennes, France. pierre.jannin@univ-rennes1.fr.
²⁶ INSERM, 35043, Rennes, France. pierre.jannin@univ-rennes1.fr.

PMID: 31015666
DOI: 10.1038/s41551-017-0132-7

Free article

Surgical data science for next-generation interventions

Lena Maier-Hein et al. Nat Biomed Eng. 2017 Sep.

Free article

. 2017 Sep;1(9):691-696.

doi: 10.1038/s41551-017-0132-7.

Authors

Affiliations

¹ Division Computer Assisted Medical Interventions (CAMI), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany. l.maier-hein@dkfz.de.
² The Malone Center for Engineering in Healthcare, The Johns Hopkins University, Baltimore, MD, 21218, USA.
³ Division Translational Surgical Oncology, National Center for Tumor Diseases (NCT), 01307, Dresden, Germany.
⁴ Computer Aided Medical Procedures, Technical University of Munich, 80333, Munich, Germany.
⁵ Department of Computer Science, The Johns Hopkins University, Baltimore, MD, 21218, USA.
⁶ Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, 02215, USA.
⁷ Department of Computer Science, University of Bremen, 28359, Bremen, Germany.
⁸ Fraunhofer MEVIS, 28359, Bremen, Germany.
⁹ Department of Surgery, Anne Arundel Health System, Annapolis, MD, 21401, USA.
¹⁰ Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA.
¹¹ Division Computer Assisted Medical Interventions (CAMI), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.
¹² Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany.
¹³ Department of Computer Science, University of Haute-Alsace, 68093, Mulhouse, France.
¹⁴ The Hamlyn Centre for Robotic Surgery, Imperial College London, London, SW7 2AZ, UK.
¹⁵ Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, Fukuoka, 812-8582, Japan.
¹⁶ Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technolgoy (KIT), 76131, Karlsruhe, Germany.
¹⁷ Department for General, Visceral and Transplant Surgery, Heidelberg University Hospital, 69120, Heidelberg, Germany.
¹⁸ Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, 04103, Leipzig, Germany.
¹⁹ ICube, University of Strasbourg, CNRS, IHU, 67081, Strasbourg, France.
²⁰ Department of Surgery, University of Wisconsin, Madison, WI, 53792, USA.
²¹ Engineering Mathematics and Computing Lab (EMCL), IWR, Heidelberg University, 69120, Heidelberg, Germany.
²² Centre for Medical Image Computing (CMIC) and Department of Computer Science, University College London, London, WC1E 6BT, UK.
²³ The Malone Center for Engineering in Healthcare, The Johns Hopkins University, Baltimore, MD, 21218, USA. hager@cs.jhu.edu.
²⁴ Department of Computer Science, The Johns Hopkins University, Baltimore, MD, 21218, USA. hager@cs.jhu.edu.
²⁵ Université de Rennes 1, 35065, Rennes, France. pierre.jannin@univ-rennes1.fr.
²⁶ INSERM, 35043, Rennes, France. pierre.jannin@univ-rennes1.fr.

PMID: 31015666
DOI: 10.1038/s41551-017-0132-7

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Surgical data science for next-generation interventions

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Surgical data science for next-generation interventions

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