Train a computer to read medical records, and you could do a world of good. Doctors could use it to look for dangerous trends in their patients’ health. Researchers could speed drugs to market by quickly finding appropriate patients for clinical trials. They could also find previously overlooked associations. By keeping track of data points across tens of thousands, or millions, of medical records, computer models could find patterns that would never occur to individual researchers. Maybe Asian women in their 40s with type 2 diabetes respond well to a certain combination of medications, while white men in their 60s do not, for example.
Machine learning, in particular a branch called natural language processing, has had plenty of successes recently. It’s the secret sauce behind IBM’s “Jeopardy”-winning Watson computer and Apple’s Siri personal assistant, for instance. But computers still have a tough time following medical narratives.
“We take it for granted how easy it is for us to understand language,” said Steven Bethard, Ph.D., a machine learning expert and linguist in theUAB College of Arts and Sciences Department of Computer Science. “When I’m having a conversation, I can use all kinds of crazy constructions and pauses between words, and you would still understand me. All these things make language very difficult for computers, however. They like rules and an order that is followed every time, but languages aren’t like that.”
When Computers Learn to Understand Doctors' Notes, the World Will Be a Better Place
Announcements
CAS News
August 10, 2015
More News
-
Explore graduate degree programs at UAB Summer Graduate School Fair, July 9Ready to take the next step in graduate education? Attend a collaborative and informative summer graduate school fair to learn more about graduate school opportunities at UAB. -
Hawkins created a degree to turn her love for Alabama’s outdoors into a careerAmelia Hawkins graduated this spring with an individually designed major in natural resources interpretation that allowed her to stay in Birmingham and continue gaining invaluable experience working with local nonprofits. -
UAB student awarded Department of State’s Critical Language ScholarshipUAB computer science student Jack Brough will spend eight weeks in Taiwan expanding his understanding of Chinese through language immersion.