BCH AI and Machine Learning Working Group Journal Club James Diao

Speaker: James Diao, MD, at Boston Children's Hospital

Date: February 23, 2021 at 2:00PM - 3:00PM

James will lead a discussion on approaches to addressing racial equity concerns with clinical algorithms, including for arthritis severity (Pierson et al. 2021) and kidney function estimates (Diao et al. 2021):

  1. Pierson et al. Nature Medicine 2021 (https://www.nature.com/articles/s41591-020-01192-7).
  2. Diao et al. NEJM 2021 (https://www.nejm.org/doi/full/10.1056/NEJMp2028243).

 


Publications

Gao Y, Dligach D, Miller T, Tesch S, Laffin R, Churpek MM, Afshar M. Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding. LREC ... International Conference on Language Resources & Evaluation : [proceedings]. International Conference on Language Resources & Evaluation 2022.

Valtchinov VI, Murphy SN, Lacson R, Ikonomov N, Zhai BK, Andriole K, Rousseau J, Hanson D, Kohane IS, Khorasani R. Analytics to monitor local impact of the Protecting Access to Medicare Act's imaging clinical decision support requirements. Journal of the American Medical Informatics Association : JAMIA 2022.

Gao Y, Dligach D, Christensen L, Tesch S, Laffin R, Xu D, Miller T, Uzuner O, Churpek MM, Afshar M. A scoping review of publicly available language tasks in clinical natural language processing. Journal of the American Medical Informatics Association : JAMIA 2022.