Artificial intelligence (AI) is rapidly emerging in healthcare, yet applications in surgery remain relatively nascent. Here we review the integration of AI in the field of surgery, centering our discussion on multifaceted improvements in surgical care in the preoperative, intraoperative and postoperative space. The emergence of foundation model architectures, wearable technologies and improving surgical data infrastructures is enabling rapid advances in AI interventions and utility. We discuss how maturing AI methods hold the potential to improve patient outcomes, facilitate surgical education and optimize surgical care. We review the current applications of deep learning approaches and outline a vision for future advances through multimodal foundation models. This Review outlines the state of the art of artificial intelligence in the preoperative, intraoperative and postoperative settings, where it has enormous potential to improve patient outcomes, surgical education and system efficiencies.
机构:
Harvard Med Sch, Boston, MA 02115 USA
Harvard Combined Orthopaed Residency Program, Boston, MA USAHarvard Med Sch, Boston, MA 02115 USA
Morcos, Mary
Duggan, Jessica
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Harvard Med Sch, Boston, MA 02115 USA
Harvard Combined Orthopaed Residency Program, Boston, MA USAHarvard Med Sch, Boston, MA 02115 USA
Duggan, Jessica
Young, Jason
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Harvard Med Sch, Boston, MA 02115 USA
Harvard Combined Orthopaed Residency Program, Boston, MA USAHarvard Med Sch, Boston, MA 02115 USA
Young, Jason
Lipa, Shaina A.
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Harvard Med Sch, Boston, MA 02115 USA
Harvard Combined Orthopaed Residency Program, Boston, MA USA
Brigham & Womens Hosp, Boston, MA USAHarvard Med Sch, Boston, MA 02115 USA
Lipa, Shaina A.
JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME,
2024,
106
(23):
: 2278
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2285
机构:
Massachusetts Gen Hosp, Dept Surg, 55 Fruit St,GRB 425, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Surg, 55 Fruit St,GRB 425, Boston, MA 02114 USA
Hashimoto, Daniel A.
Rosman, Guy
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MIT, Comp Sci & Artificial Intelligence Lab, Boston, MA USAMassachusetts Gen Hosp, Dept Surg, 55 Fruit St,GRB 425, Boston, MA 02114 USA
Rosman, Guy
Rus, Daniela
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MIT, Comp Sci & Artificial Intelligence Lab, Boston, MA USAMassachusetts Gen Hosp, Dept Surg, 55 Fruit St,GRB 425, Boston, MA 02114 USA
Rus, Daniela
Meireles, Ozanan R.
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机构:
Massachusetts Gen Hosp, Dept Surg, 55 Fruit St,GRB 425, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Surg, 55 Fruit St,GRB 425, Boston, MA 02114 USA
机构:
Univ Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, EnglandUniv Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, England
Cheruvu, Chandra
Davies, Alexander
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Univ Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, EnglandUniv Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, England
Davies, Alexander
Lu, Yanqiang
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Univ Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, EnglandUniv Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, England
Lu, Yanqiang
Mak, Richard
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Univ Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, EnglandUniv Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, England
Mak, Richard
Ingley, Paul
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Univ Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, EnglandUniv Hosp North West Midlands, Royal Stoke Univ Hosp, Stoke On Trent, Staffs, England