CHIP has a robust COVID-19 research agenda, from the landmark first publication in January 2020 establishing pandemic transmissibility, to disease forecasting, participatory surveillance, and reimagining health IT for biosurveillance.

The Boston Children's Hospital Computational Health Informatics Program (CHIP) is a multidisciplinary applied research and education program. One area of focus is disease surveillance of the COVID-19 pandemic. Our faculty have built machine learning programs using predictive algorithms to forecast COVID-19 outbreaks.

Projects

Publications

Nelson LF, Weitzman ER, Levy S. Prevention of Substance Use Disorders. The Medical clinics of North America 2022.

Kristensen NP, Heeke C, Tvingsholm SA, Borch A, Draghi A, Crowther MD, Carri I, Munk KK, Holm JS, Bjerregaard AM, Bentzen AK, Marquard AM, Szallasi Z, McGranahan N, Andersen R, Nielsen M, Jönsson GB, Donia M, Svane IM, Hadrup SR. Neoantigen-reactive CD8+ T cells affect clinical outcome of adoptive transfer with tumor-infiltrating lymphocytes in melanoma. The Journal of clinical investigation 2021.

Perlis RH, Green J, Simonson M, Ognyanova K, Santillana M, Lin J, Quintana A, Chwe H, Druckman J, Lazer D, Baum MA, Della Volpe J. Association Between Social Media Use and Self-reported Symptoms of Depression in US Adults. JAMA network open 2021.

Kossowsky J, Weitzman ER. Instrumental Substance Use Among Youth with Rheumatic Disease-A Biopsychosocial Model. Rheumatic diseases clinics of North America 2022.

Taxter AJ, Natter MD. Using the Electronic Health Record to Enhance Care in Pediatric Rheumatology. Rheumatic diseases clinics of North America 2022.