Surgical data science for next-generation interventions

被引：327

作者：

Maier-Hein, Lena ^{[1
]}

Vedula, Swaroop S. ^{[2
]}

Speidel, Stefanie ^{[3
]}

Navab, Nassir ^{[4
,5
]}

Kikinis, Ron ^{[6
,7
,8
]}

Park, Adrian ^{[9
,10
]}

Eisenmann, Matthias ^{[1
]}

Feussner, Hubertus ^{[11
]}

Forestier, Germain ^{[12
]}

Giannarou, Stamatia ^{[13
]}

Hashizume, Makoto ^{[14
]}

Katic, Darko ^{[15
]}

Kenngott, Hannes ^{[16
]}

Kranzfelder, Michael ^{[11
]}

Malpani, Anand ^{[2
,5
]}

Maerz, Keno ^{[1
]}

Neumuth, Thomas ^{[17
]}

Padoy, Nicolas ^{[18
]}

Pugh, Carla ^{[19
]}

Schoch, Nicolai ^{[20
]}

Stoyanov, Danail ^{[21
,22
]}

Taylor, Russell ^{[5
]}

Wagner, Martin ^{[16
]}

Hager, Gregory D. ^{[2
,5
]}

Jannin, Pierre ^{[23
,24
]}

机构：

[1] German Canc Res Ctr, Div Comp Assisted Med Intervent CAMI, D-69120 Heidelberg, Germany

[2] Johns Hopkins Univ, Malone Ctr Engn Healthcare, Baltimore, MD 21218 USA

[3] Natl Ctr Tumor Dis NCT, Div Translat Surg Oncol, D-01307 Dresden, Germany

[4] Tech Univ Munich, Comp Aided Med Procedures, D-80333 Munich, Germany

[5] Johns Hopkins Univ, Dept Comp Sci, Baltimore, MD 21218 USA

[6] Harvard Med Sch, Brigham & Womens Hosp, Dept Radiol, Boston, MA 02215 USA

[7] Univ Bremen, Dept Comp Sci, D-28359 Bremen, Germany

[8] Fraunhofer MEVIS, D-28359 Bremen, Germany

[9] Anne Arundel Hlth Syst, Dept Surg, Annapolis, MD 21401 USA

[10] Johns Hopkins Univ, Sch Med, Baltimore, MD 21205 USA

[11] Tech Univ Munich, Klinikum Rech Isar, Dept Surg, D-81675 Munich, Germany

[12] Univ Haute Alsace, Dept Comp Sci, F-68093 Mulhouse, France

[13] Imperial Coll London, Hamlyn Ctr Robot Surg, London SW7 2AZ, England

[14] Kyushu Univ, Grad Sch Med Sci, Dept Adv Med Initiat, Fukuoka 8128582, Japan

[15] Karlsruhe Inst Technolgoy, Inst Anthropomat & Robot, D-76131 Karlsruhe, Germany

[16] Heidelberg Univ Hosp, Dept Gen Visceral & Transplant Surg, D-69120 Heidelberg, Germany

[17] Univ Leipzig, ICCAS, D-04103 Leipzig, Germany

[18] Univ Strasbourg, IHU, CNRS, ICube, F-67081 Strasbourg, France

[19] Univ Wisconsin, Dept Surg, Madison, WI 53792 USA

[20] Heidelberg Univ, IWR, EMCL, D-69120 Heidelberg, Germany

[21] UCL, CMIC, London WC1E 6BT, England

[22] UCL, Dept Comp Sci, London WC1E 6BT, England

[23] Univ Rennes 1, F-35065 Rennes, France

[24] INSERM, F-35043 Rennes, France

来源：

NATURE BIOMEDICAL ENGINEERING | 2017年 / 1卷 / 09期

基金：

美国国家卫生研究院; 欧洲研究理事会; 英国工程与自然科学研究理事会;

关键词：

DECISION-MAKING; BIG DATA; SURGERY; SKILL; RADIOMICS; KNOWLEDGE; ONTOLOGY; FUTURE; MODEL;

D O I：

10.1038/s41551-017-0132-7

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Interventional healthcare will evolve from an artisanal craft based on the individual experiences, preferences and traditions of physicians into a discipline that relies on objective decision-making on the basis of large-scale data from heterogeneous sources.

引用

页码：691 / 696

页数：6

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