Web Application for Clinical Use

Cross-source consensus on Web Application for Clinical Use from 1 sources and 3 claims.

1 sources · 3 claims

Uses

A user-friendly web application was developed using Python Dash to deliver individualised 1-year mortality risk estimates after STEMI. — Development and validation of a machine learning model for prediction of 1-year mortality following ST-elevation myocardial infarction: a retrospective cohort study
The web application is intended to support rapid risk calculation, clinical decision-making, patient counselling and resource allocation during the critical post-STEMI period. — Development and validation of a machine learning model for prediction of 1-year mortality following ST-elevation myocardial infarction: a retrospective cohort study
Developing the web application addressed a common implementation barrier for machine learning models in healthcare by making the model accessible through a simple interface. — Development and validation of a machine learning model for prediction of 1-year mortality following ST-elevation myocardial infarction: a retrospective cohort study