Application of Cooperative Game Theory Principles to Interpret Machine Learning Models of Nonhome Discharge Following Spine Surgery.

Michael L Martini; Sean N Neifert; Eric K Oermann; Jeffrey T Gilligan; Robert J Rothrock; Frank J Yuk; Jonathan S Gal; Dominic A Nistal; John M Caridi

doi:10.1097/BRS.0000000000003910

Application of Cooperative Game Theory Principles to Interpret Machine Learning Models of Nonhome Discharge Following Spine Surgery.

Michael L Martini, Sean N Neifert, Eric K Oermann, Jeffrey T Gilligan, Robert J Rothrock, Frank J Yuk, Jonathan S Gal, Dominic A Nistal, John M Caridi

Miami Neuroscience Institute

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	Spine
Volume	46
DOIs	https://doi.org/10.1097/BRS.0000000000003910
State	Published - Dec 28 2020

Disciplines

Artificial Intelligence and Robotics
Medicine and Health Sciences

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10.1097/BRS.0000000000003910License: Unspecified

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@article{da0427ffa2a1496eb3dbb58a5087014d,

title = "Application of Cooperative Game Theory Principles to Interpret Machine Learning Models of Nonhome Discharge Following Spine Surgery.",

author = "Martini, \{Michael L\} and Neifert, \{Sean N\} and Oermann, \{Eric K\} and Gilligan, \{Jeffrey T\} and Rothrock, \{Robert J\} and Yuk, \{Frank J\} and Gal, \{Jonathan S\} and Nistal, \{Dominic A\} and Caridi, \{John M\}",

note = "1 Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY. 2 Department of Anesthesiology, Perioperative, and Pain Medicine, Icahn School of Medicine at Mount Sinai, New York, NY. 1 Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY.",

year = "2020",

month = dec,

day = "28",

doi = "10.1097/BRS.0000000000003910",

language = "American English",

volume = "46",

journal = "Spine",

}

TY - JOUR

T1 - Application of Cooperative Game Theory Principles to Interpret Machine Learning Models of Nonhome Discharge Following Spine Surgery.

AU - Martini, Michael L

AU - Neifert, Sean N

AU - Oermann, Eric K

AU - Gilligan, Jeffrey T

AU - Rothrock, Robert J

AU - Yuk, Frank J

AU - Gal, Jonathan S

AU - Nistal, Dominic A

AU - Caridi, John M

N1 - 1 Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY. 2 Department of Anesthesiology, Perioperative, and Pain Medicine, Icahn School of Medicine at Mount Sinai, New York, NY. 1 Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY.

PY - 2020/12/28

Y1 - 2020/12/28

UR - https://pubmed.ncbi.nlm.nih.gov/33394980/

U2 - 10.1097/BRS.0000000000003910

DO - 10.1097/BRS.0000000000003910

M3 - Article

VL - 46

JO - Spine

JF - Spine

ER -

Application of Cooperative Game Theory Principles to Interpret Machine Learning Models of Nonhome Discharge Following Spine Surgery.

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