Working papers

Selected publications

For a more complete list, please see my Google Scholar or PubMed pages.

Machine learning and health policy — automating bias

Prediction policy problems

Machine learning — methods

Machine learning — perspectives

Clinical papers

Global health (previous life)

  • Emergency care delivery in 60 low- and middle-income countries, Bulletin of the World Health Organization 2015 (with Samer Abujaber, Maggie Makar, Samantha Stoll, Stephanie Kayden, Lee Wallis, and Teri Reynolds)
  • Coverage of cervical cancer screening in 57 countries, PLoS Medicine 2008 (with Emmanuela Gakidou and Stella Nordhagen)
  • Fifty years of violent war deaths , BMJ 2008 (with Chris Murray and Emmanuela Gakidou)
  • Measuring adult mortality using sibling survival, PLoS Medicine 2010 (with Julie Rajaratnam, Chang Park, Emmanuela Gakidou, Mollie Hogan, Alan Lopez, and Chris Murray)