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Machine Learning for Health Care
Li: Machine learning for health care should be thought about, how we can make sure we include the entire patient population. My thesis is that we can think about each step and think about questions about ethics and equity and inclusion. i recently started a project looking at domestic violence, predicting which patience or high risk col go back to risk stretification for being victims of domestic violence. And thinking about this is a task that we don't really give much attention to. Clinicians are not really trained to assess this, and it's a tough problem because we don't even know what the labels are.