Machine learning for healthcare

See also Language models for health records and Patient representation learning.

Algorithmic bias can be a huge problem (paper in science). Fairness algorithms are being developed, but they can also be harmful as well (e.g., Health Care Bias Is Dangerous. But So Are ‘Fairness’ Algorithms)

Conferences

• https://www.mlforhc.org

Example studies

• Predicting pregnancy using large-scale data from a women’s health tracking mobile application

Courses

• https://www.edx.org/course/machine-learning-for-healthcare