Machine Learning for Healthcare

MLHC is an annual research meeting that exists to bring together two usually insular disciplines: computer scientists with artificial intelligence, machine learning, and big data expertise, and clinicians/medical researchers. MLHC supports the advancement of data analytics, knowledge discovery, and meaningful use of complex medical data by fostering collaborations and the exchange of ideas between members of these often completely separated communities. To pursue this goal, the event includes invited talks, poster presentations, panels, and ample time for thoughtful discussion and robust debate.

MLHC has a rigorous peer-review process and an archival proceedings through the Journal of Machine Learning Research proceedings track. You can access last year’s proceedings here:


Video recordings from the 2019 main conference starting Friday morning.

Child Care Scholarships

  • We now offer child care scholarships to facilitate the attendance of parents who need assistance with child care while attending the meeting. To apply for this scholarship, please follow the instructions on this form.

Calls for Papers

Researchers in machine learning --- including those working in statistical natural language processing, computer vision and related sub-fields --- when coupled with seasoned clinicians can play an important role in turning complex medical data (e.g., individual patient health records, genomic data, data from wearable health monitors, online reviews of physicians, medical imagery, etc.) into actionable knowledge that ultimately improves patient care. For the last seven years, this meeting has drawn hundreds of clinical and machine learning researchers to frame problems clinicians need solved and discuss machine learning solutions.

We are calling for papers in two tracks: a research track and a clinical abstract track.

Important Dates

Submission Deadline: Friday, March 20, 2020, 6 PM EDT

Author notification: Friday, June 5, 2020


Click here to learn more


Conference: August 6-8, 2020

Durham Convention Center

301 W Morgan St, Durham, NC 27701

View agenda

2020 Sponsors