Artificial intelligence (AI) and machine learning (ML) are beginning to reshape healthcare delivery and discovery. CHIP researchers work across the spectrum from predictive medicine, to digital disease detection, to image processing.

Working Groups

BCH Artificial Intelligence and Machine Learning Working Group

CHIP, in partnerships with other programs, has led the launch of Boston Children’s Hospital Artificial Intelligence and Machine Learning Working Group, which gives Boston Children’s clinicians and investigators a forum for sharing knowledge and collaborating across the many facets of artificial intelligence and machine learning.



Kiang MV, Santillana M, Chen JT, Onnela JP, Krieger N, Engø-Monsen K, Ekapirat N, Areechokchai D, Prempree P, Maude RJ, Buckee CO. Incorporating human mobility data improves forecasts of Dengue fever in Thailand. Scientific reports 2021.

Rubinstein YR, Robinson PN, Gahl WA, Avillach P, Baynam G, Cederroth H, Goodwin RM, Groft SC, Hansson MG, Harris NL, Huser V, Mascalzoni D, McMurry JA, Might M, Nellaker C, Mons B, Paltoo DN, Pevsner J, Posada M, Rockett-Frase AP, Roos M, Rubinstein TB, Taruscio D, van Enckevort E, Haendel MA. The case for open science: rare diseases. JAMIA open 2020.

Ferenczi S, Solymosi N, Horváth I, Szeőcs N, Grózer Z, Kuti D, Juhász B, Winkler Z, Pankotai T, Sükösd F, Stágel A, Paholcsek M, Dóra D, Nagy N, Kovács KJ, Zanoni I, Szallasi Z. Efficient treatment of a preclinical inflammatory bowel disease model with engineered bacteria. Molecular therapy. Methods & clinical development 2021.

Liu D, Olson KL, Manzi SF, Mandl KD. Patients dispensed medications with actionable pharmacogenomic biomarkers: rates and characteristics. Genetics in medicine : official journal of the American College of Medical Genetics 2021.

Diao JA, Inker LA, Levey AS, Tighiouart H, Powe NR, Manrai AK. In Search of a Better Equation - Performance and Equity in Estimates of Kidney Function. The New England journal of medicine 2021.