Surgical data science

Gregory D. Hager; Lena Maier-Hein; S. Swaroop Vedula

doi:10.1016/B978-0-12-816176-0.00043-0

Surgical data science

Gregory D. Hager, Lena Maier-Hein, S. Swaroop Vedula

Whiting School of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Chapter

1 Scopus citations

Abstract

Surgical Data Science (SDS) is an emerging scientific field that focuses on the acquisition, modeling, and analysis of data in order to improve the quality of interventional healthcare. It encompasses clinical disciplines which involve interventions to manipulate anatomical structures with a diagnostic, therapeutic, or prognostic goal. This chapter introduces the concept of SDS in detail, provides a brief review of the technical and clinical state-of-the-art in the field, and discusses key technical challenges to move the field forward.

Original language	English (US)
Title of host publication	Handbook of Medical Image Computing and Computer Assisted Intervention
Publisher	Elsevier
Pages	931-952
Number of pages	22
ISBN (Electronic)	9780128161760
DOIs	https://doi.org/10.1016/B978-0-12-816176-0.00043-0
State	Published - Jan 1 2019

Keywords

Surgical care pathway
Surgical data science
Surgical decision support
Surgical outcomes
Surgical skill
Surgical workflow

ASJC Scopus subject areas

General Computer Science

Access to Document

10.1016/B978-0-12-816176-0.00043-0

Cite this

@inbook{ad77a406e11942d4b05702f41b428c6c,

title = "Surgical data science",

abstract = "Surgical Data Science (SDS) is an emerging scientific field that focuses on the acquisition, modeling, and analysis of data in order to improve the quality of interventional healthcare. It encompasses clinical disciplines which involve interventions to manipulate anatomical structures with a diagnostic, therapeutic, or prognostic goal. This chapter introduces the concept of SDS in detail, provides a brief review of the technical and clinical state-of-the-art in the field, and discusses key technical challenges to move the field forward.",

keywords = "Surgical care pathway, Surgical data science, Surgical decision support, Surgical outcomes, Surgical skill, Surgical workflow",

author = "Hager, {Gregory D.} and Lena Maier-Hein and {Swaroop Vedula}, S.",

year = "2019",

month = jan,

day = "1",

doi = "10.1016/B978-0-12-816176-0.00043-0",

language = "English (US)",

pages = "931--952",

booktitle = "Handbook of Medical Image Computing and Computer Assisted Intervention",

publisher = "Elsevier",

}

TY - CHAP

T1 - Surgical data science

AU - Hager, Gregory D.

AU - Maier-Hein, Lena

AU - Swaroop Vedula, S.

PY - 2019/1/1

Y1 - 2019/1/1

N2 - Surgical Data Science (SDS) is an emerging scientific field that focuses on the acquisition, modeling, and analysis of data in order to improve the quality of interventional healthcare. It encompasses clinical disciplines which involve interventions to manipulate anatomical structures with a diagnostic, therapeutic, or prognostic goal. This chapter introduces the concept of SDS in detail, provides a brief review of the technical and clinical state-of-the-art in the field, and discusses key technical challenges to move the field forward.

AB - Surgical Data Science (SDS) is an emerging scientific field that focuses on the acquisition, modeling, and analysis of data in order to improve the quality of interventional healthcare. It encompasses clinical disciplines which involve interventions to manipulate anatomical structures with a diagnostic, therapeutic, or prognostic goal. This chapter introduces the concept of SDS in detail, provides a brief review of the technical and clinical state-of-the-art in the field, and discusses key technical challenges to move the field forward.

KW - Surgical care pathway

KW - Surgical data science

KW - Surgical decision support

KW - Surgical outcomes

KW - Surgical skill

KW - Surgical workflow

UR - http://www.scopus.com/inward/record.url?scp=85082593063&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85082593063&partnerID=8YFLogxK

U2 - 10.1016/B978-0-12-816176-0.00043-0

DO - 10.1016/B978-0-12-816176-0.00043-0

M3 - Chapter

AN - SCOPUS:85082593063

SP - 931

EP - 952

BT - Handbook of Medical Image Computing and Computer Assisted Intervention

PB - Elsevier

ER -

Surgical data science

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this