A. Zink, Z. Obermeyer, and E. Pierson, "Race adjustments in clinical algorithms can help correct for racial disparities in data quality," Proceedings of the National Academy of Sciences, vol. 121, no. 34, pp. e2402267121, 2024.
E. Pierson, "Accuracy and Equity in Clinical Risk Prediction," The New England Journal of Medicine, vol. 390, no. 2, pp. 100--102, 2024.
H. Nilforoshan, W. Looi, E. Pierson, B. Villanueva, N. Fishman, Y. Chen, J. Sholar, B. Redbird, D. Grusky, and J. Leskovec, "Human mobility networks reveal increased segregation in large cities," Nature, vol. 624, no. 7992, pp. 586--592, 2023.
E. Pierson, D. M. Cutler, J. Leskovec, S. Mullainathan, and Z. Obermeyer, "An algorithmic approach to reducing unexplained pain disparities in underserved populations," Nature Medicine, vol. 27, no. 1, pp. 136--140, 2021.
S. Chang, E. Pierson, P. W. Koh, J. Gerardin, B. Redbird, D. Grusky, and J. Leskovec, "Mobility network models of COVID-19 explain inequities and inform reopening," Nature, vol. 589, no. 7840, pp. 82--87, 2021.
E. Pierson, C. Simoiu, J. Overgoor, S. Corbett-Davies, D. Jenson, A. Shoemaker, V. Ramachandran, P. Barghouty, C. Phillips, R. Shroff, and S. Goel, "A large-scale analysis of racial disparities in police stops across the United States," Nature human behaviour, vol. 4, no. 7, pp. 736--745, 2020.
Articles in conference proceedings
M. Franchi, J. Zamfirescu-Pereira, W. Ju, and E. Pierson, "Detecting disparities in police deployments using dashcam data," in Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023, pp. 534--544.