TY  - GEN
AU  - Lundberg,Scott M
AU  - Nair,Bala
AU  - Vavilala,Monica S
AU  - Horibe,Mayumi
AU  - Eisses,Michael J
AU  - Adams,Trevor
AU  - Liston,David E
AU  - Low,Daniel King-Wai
AU  - Newman,Shu-Fang
AU  - Kim,Jerry
AU  - Lee,Su-In
TI  - Explainable machine-learning predictions for the prevention of hypoxaemia during surgery
SN  - 2157-846X
PY  - 2019///0822
KW  - Adult
KW  - Aged
KW  - Aged, 80 and over
KW  - Anesthesia, General
KW  - adverse effects
KW  - Anesthesiologists
KW  - psychology
KW  - Area Under Curve
KW  - Electronic Health Records
KW  - Female
KW  - Humans
KW  - Hypoxia
KW  - etiology
KW  - Machine Learning
KW  - Male
KW  - Middle Aged
KW  - ROC Curve
KW  - Risk Factors
KW  - Surgical Procedures, Operative
N1  - Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, U.S. Gov't, Non-P.H.S
UR  - https://doi.org/10.1038/s41551-018-0304-0
ER  -