AI Medical Compendium Topic

Explore the latest research on artificial intelligence and machine learning in medicine.

Peripheral Arterial Disease

Showing 31 to 34 of 34 articles

Clear Filters

The use of machine learning for the identification of peripheral artery disease and future mortality risk.

Journal of vascular surgery 27266594
OBJECTIVE: A key aspect of the precision medicine effort is the development of informatics tools that can analyze and interpret "big data" sets in an automated and adaptive fashion while providing accurate and actionable clinical information. The aim...
Aged Algorithms Ankle Brachial Index Area Under Curve Coronary Angiography Data Mining Databases, Factual Decision Support Techniques Female Genomics Humans Linear Models Logistic Models Machine Learning Male Middle Aged Peripheral Arterial Disease Predictive Value of Tests Prognosis Reproducibility of Results Risk Assessment Risk Factors ROC Curve
View on PubMed DOI

Mining peripheral arterial disease cases from narrative clinical notes using natural language processing.

Journal of vascular surgery 28189359
OBJECTIVE: Lower extremity peripheral arterial disease (PAD) is highly prevalent and affects millions of individuals worldwide. We developed a natural language processing (NLP) system for automated ascertainment of PAD cases from clinical narrative n...
Administrative Claims, Healthcare Algorithms Ankle Brachial Index Data Mining Databases, Factual Electronic Health Records Humans International Classification of Diseases Lower Extremity Minnesota Models, Statistical Natural Language Processing Peripheral Arterial Disease Retrospective Studies
View on PubMed DOI

Natural language processing of clinical notes for identification of critical limb ischemia.

International journal of medical informatics 29425639
BACKGROUND: Critical limb ischemia (CLI) is a complication of advanced peripheral artery disease (PAD) with diagnosis based on the presence of clinical signs and symptoms. However, automated identification of cases from electronic health records (EHR...
Aged Algorithms Case-Control Studies Data Mining Electronic Health Records Female Humans Ischemia Lower Extremity Male Natural Language Processing Peripheral Arterial Disease
View on PubMed DOI

Predicting Future Cardiovascular Events in Patients With Peripheral Artery Disease Using Electronic Health Record Data.

Circulation. Cardiovascular quality and outcomes 30857412
BACKGROUND: Patients with peripheral artery disease (PAD) are at risk of major adverse cardiac and cerebrovascular events. There are no readily available risk scores that can accurately identify which patients are most likely to sustain an event, mak...
Aged Aged, 80 and over Cerebrovascular Disorders Data Mining Electronic Health Records Female Heart Diseases Humans Machine Learning Male Middle Aged Peripheral Arterial Disease Prognosis Risk Assessment Risk Factors Tertiary Care Centers Time Factors United States
View on PubMed DOI
Popular Topics
Recent Journals