AI Use Case

Predict risk of condition developing at an early stage

Early diagnosis can significantly increase chances of recovery and reduce harm, but over-hasty medication can be harmful for the individual and expensive for the supplier. Predicting likely outcomes from very early stage symptoms can potentially deliver better results for all.

Function

Benefits

Revenue - Better targeting,Operational - Process speed up

Case Studies

Duke University~Duke University is researching how to predict the onset of neurological disorders such as Parkinsons by analysing Microsoft-Bing search logs using machine-learned classifiers,Duke University~Duke University is researching how to predict the onset of Parkinsons by analysing mouse usage with machine learning classifiers,Duke University~Minneapolis VA Health Care System is researching how to predict the onset of neurological disorders analysing computer usage and car driving patterns with machine learning classifiers,McGill University ~McGill University predicts signs of dementia two years before its onset with 84% accuracy with supervised learning,Ruijin Hospital~AI system predicts risk of diabetes with an 88% accuracy rate in tests

Industry

Healthcare

Healthcare Providers And Services

Data Sets

Structured / Semi-structured,Images,Time series

AI Technologies

Machine Learning (ML),ML Task - Prediction - Regression

Potential Vendors

Microsoft Azure,Microsoft Azure,Microsoft Azure,4 Paradigm