Faces Of Digital Health

NLP in healthcare 1/3: The State of Symptom Checkers (Jeff Cutler, Ada Health)

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Synopsis

ChatGPT has been entertaining and amazing the world in the last month, and there’s no shortage of ideas and new inspiration about what AI could do for healthcare. In a short series of three episodes, we will touch upon this topic from three angles: will first take a look at the state of symptom checkers and their accuracy today, the development and state of voice tech and natural language processing for structuring data, and end with a comment on ChatGPT, chatbots and Google’s recently released paper on MultiMedQA, a benchmark combining six existing open question answering datasets spanning professional medical exams, research, and consumer queries; and HealthSearchQA, a new free-response dataset of medical questions searched online.  Today you’ll hear from a discussion with Jeff Cutler - Chief Commercial Officer of Ada Health, whom I spoke with at HLTH.  Ada is the world's most popular symptom assessment app, with 10 million users and 25 million completed assessments. Every three seconds, someone turns