Machine learning

6 hospital purposes for machine studying: algorithms to foretell affected person violence, HIV danger & extra – Becker’s Hospital Evaluate

Andrea Park

Listed here are six current research and product launches that incorporate machine studying into medical settings:

1. A bunch of 5 machine studying algorithms recognized whether or not a affected person was an appropriate candidate for corneal refractive surgical procedure with 93.four % accuracy, a stage equal to that of professional ophthalmologists.

2. Cleveland Clinic researchers developed a deep studying mannequin that analyzes lung most cancers sufferers’ EHRs and imaging information to find out the simplest radiation dosage for his or her therapy.

three. A predictive machine studying instrument was educated to research the medical data of tens of millions of HIV-negative sufferers at Kaiser Permanente Northern California to measure their danger of receiving an HIV analysis inside three years.

four. Automated evaluation of medical notes within the EHRs of inpatients at psychiatric therapy facilities confirmed “good predictive validity” in flagging sufferers’ danger of violence within the first 4 weeks of therapy.

5. A deep studying algorithm developed by scientists on the Duke College Faculty of Drugs outperformed a number of training radiologists in figuring out whether or not a biopsy was vital for a thyroid nodule.

6. Geisinger’s Steele Institute for Well being Innovation partnered with Medial EarlySign to develop and deploy a number of machine studying options to determine sufferers liable to high-burden illnesses.

Extra articles about AI:
Viewpoint: The AI revolution will depart us ‘struggling to know’
Michigan Drugs, Atomwise launch analysis collaboration for AI-driven drug discovery
Machine studying predicts particular person malaria outcomes, illness development

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