Comparison of Natural Language Processing of Clinical Notes With a Validated Risk-Stratification Tool to Predict Severe Maternal Morbidity
Sign Up to like & getrecommendations! Published in 2022 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2022.34924
Abstract: This diagnostic study compares the performance of natural language processing of clinician documentation with that of a validated risk-stratification tool in assessing the risk of severe maternal morbidity. read more here.
Keywords: risk stratification; risk; stratification tool; language processing ... See more keywords
Validation of a Hypoglycemia Risk Stratification Tool Using Data From Continuous Glucose Monitors
Sign Up to like & getrecommendations! Published in 2023 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2023.6315
Abstract: This cohort study uses data from continuous glucose monitoring to validate a hypoglycemia risk stratification tool. read more here.
Keywords: risk stratification; hypoglycemia risk; continuous glucose; data continuous ... See more keywords
A risk stratification tool for hospitalisation in Australia using primary care data
Sign Up to like & getrecommendations! Published in 2019 at "Scientific Reports"
DOI: 10.1038/s41598-019-41383-y
Abstract: Predictive risk models using general practice (GP) data to predict the risk of hospitalisation have the potential to identify patients for targeted care. Effective use can help deliver significant reductions in the incidence of hospitalisation,… read more here.
Keywords: risk; primary care; risk stratification; hospitalisation ... See more keywords
A Noninvasive Risk Stratification Tool Build Using an Artificial Intelligence Approach for Colorectal Polyps Based on Annual Checkup Data
Sign Up to like & getrecommendations! Published in 2022 at "Healthcare"
DOI: 10.3390/healthcare10010169
Abstract: Colorectal cancer is the leading cause of cancer-related deaths worldwide, and early detection has proven to be an effective method for reducing mortality. The machine learning method can be implemented to build a noninvasive stratifying… read more here.
Keywords: tool; risk stratification; risk; colorectal polyps ... See more keywords