Informatics Year in Review
EP. 07
We’ve returned after an accidental hiatus, just in time for the end of the year. In this episode, we’re joined by the team behind the American Medical Informatics Association (AMIA) Year in Review - Professor James Cimino, Pushkala Jayaraman and Dr Humayera Islam to talk about the main themes in healthcare AI for 2024.
01:00 Technical update (ChatGPT-o1, agentic AI)
10:25 AMIA Year in Review
Learn more about the AMIA Student Working Group here: https://amia.org/community/working-groups/student
Some resources and papers we discuss:
See the full 2024 AMIA Year in Review here.
Qiu, J., Lam, K., Li, G. et al. LLM-based agentic systems in medicine and healthcare. Nat Mach Intell (2024). https://doi.org/10.1038/s42256-024-00944-1
Blois MS. Clinical judgment and computers. N Engl J Med. 1980 Jul 24;303(4):192-7. doi: 10.1056/NEJM198007243030405. PMID: 7383090.
Wu, J. et al (2024). Clinical Text Datasets for Medical Artificial Intelligence and Large Language Models — A Systematic Review. NEJM AI.
Corbin CK et al. DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record. J Am Med Inform Assoc. 2023 Aug 18;30(9):1532-1542. doi: 10.1093/jamia/ocad114. PMID: 37369008; PMCID: PMC10436147.
König, L.M., Krukowski, R.A., Kuntsche, E. et al. Reducing intervention- and research-induced inequalities to tackle the digital divide in health promotion. Int J Equity Health 22, 249 (2023). https://doi.org/10.1186/s12939-023-02055-6