Predictors of 30-Day Mortality Among Dutch Patients Undergoing Colorectal Cancer Surgery, 2011-2016.
Journal:
JAMA network open
PMID:
33900400
Abstract
IMPORTANCE: Quality improvement programs for colorectal cancer surgery have been introduced with benchmarking based on quality indicators, such as mortality. Detailed (pre)operative characteristics may offer relevant information for proper case-mix correction.
Authors
Keywords
Aged
Aged, 80 and over
Area Under Curve
Asthma
Colectomy
Colorectal Neoplasms
Comorbidity
Female
Humans
Hypertension
Intensive Care Units
Laparoscopy
Length of Stay
Logistic Models
Machine Learning
Male
Middle Aged
Mortality
Multivariate Analysis
Myocardial Infarction
Netherlands
Patient Readmission
Pulmonary Disease, Chronic Obstructive
Risk Factors
Support Vector Machine