Precision Medicine

Also called personalized medicine, this evolving field makes use of an individual’s genes, lifestyle, environment and other factors to identify unique disease risks and guide treatment decision-making.

AI guides care of slow-healing wounds

Industry researchers challenged a machine learning model to predict failure to heal at four, eight and 12 weeks after initial treatment.

AI predicts gathering disease with a deep dive into evolutionary genetics

Researchers have used unsupervised machine learning to predict disease-causing properties in more than 36 million genetic variants across more than 3,200 disease-related genes.

Opioid overdoses more readily preventable with ensemble learning

The model’s developers suggest algorithmic prognoses could be aggregated to guide overdose prevention at the local, county and regional levels.

AI exposes tactics, routes taken by antibiotic-resistant infections

New research shows horizontal gene transfer is predictable in bacteria by machine learning, a development that could lead to better weapons in the war against E. coli and other bacterial assailants that collaborate to conquer pharmacologic first responders.  

What limits AI as it continues ‘significantly altering the fundamental means of biological discovery?’

Could AI help produce a unifying concept of human disease—one that might help prevent, mitigate or cure everything from birth defects and rare cancers to immune disorders and neurological defects?

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Mark Cuban jumps into the PBM space

Famed billionaire Mark Cuban is entering the world of pharmacy benefit management. 

AI scores 1 against a knee injury common among athletes

The AI development team was guided by a sports-medicine specialist dubbed “the go-to orthopedic surgeon for many of the greatest athletes on the planet.”

Barrett’s esophagus on AI’s radar

More than one-quarter of the U.S. adult population has Gastroesophageal Reflux Disease, or GERD, and the condition saddles as many as 20% of its sufferers with Barrett’s esophagus. The latter is a serious risk factor for esophageal cancer.

Around the web

HHS has thought through the ways AI can and should become an integral part of healthcare, human services and public health. Last Friday—possibly just days ahead of seating a new secretary—the agency released a detailed plan for getting there from here.

Philips is recalling the software associated with its Mobile Cardiac Outpatient Telemetry devices after certain high-risk ECG events were never routed to trained cardiology technicians as intended. The issue, which lasted for two years, has been linked to more than 100 injuries. 

Heart Rhythm Society President Kenneth A. Ellenbogen, MD, detailed a new advocacy group focused on improving EP reimbursements, patient care and access. “If you’re not at the table, you’re on the menu," he said.