algorithm

New algorithms show promise for predicting bipolar disorder risk

In a new study across three major U.S. health care systems, researchers developed and tested algorithms to predict who will develop bipolar disorder.

Predicting postop opioid use

VUMC study finds that preoperative patient characteristics can predict daily opioid use at six months after surgery, suggesting opportunities for development of electronic risk-stratification algorithms.

Novel treatments for fake patients

A customizable framework uses simulated patients to distinguish effects of a new treatment from “learning effects” for clinicians; it should help identify training opportunities and hasten treatment improvements.

Networked dots in the shape of a brain

Algorithm helps improve coronary calcium detection

A new algorithm for artificial intelligence-assisted calcium scoring can accurately determine cardiovascular risk across a range of CT scans and in a racially diverse population.

Heart failure “dashboard”

A new computer algorithm developed at Vanderbilt could save billions of dollars in health care costs by identifying patients at risk for readmission after being hospitalized for heart failure.

Computer extracts cancer stage

Vanderbilt investigators developed a computerized natural language processing algorithm to extract cancer stages from electronic medical records.