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.

Projects

Publications

Beinvogl B, Palmer N, Kohane I, Nurko S. Healthcare spending and utilization for pediatric Irritable Bowel Syndrome in a commercially insured population. Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society 2021.

Wang AL, Panganiban R, Qiu W, Kho AT, Chupp G, Meyers DA, Bleecker ER, Weiss ST, Lu Q, Tantisira KG. Drug Repurposing to Treat Glucocorticoid Resistance in Asthma. Journal of personalized medicine 2021.

Beaulieu-Jones BK, Yuan W, Brat GA, Beam AL, Weber G, Ruffin M, Kohane IS. Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians? NPJ digital medicine 2021.

Maharaj AS, Parker J, Hopkins JP, Gournis E, Bogoch II, Rader B, Astley CM, Ivers N, Hawkins JB, VanStone N, Tuite AR, Fisman DN, Brownstein JS, Lapointe-Shaw L. The effect of seasonal respiratory virus transmission on syndromic surveillance for COVID-19 in Ontario, Canada. The Lancet. Infectious diseases 2021.