Human-centered AI safety
We study when clinical AI misleads, encourages inappropriate agreement, or changes trust and judgment.
Human Experience and Advancement Lab
Understanding the
human experience
of healthcare.
We study how healthcare systems and artificial intelligence shape clinical judgment, relationships, and work—so that innovation supports the people delivering and receiving care.
Our research
Care as it happens.
Human questions. Clinical evidence.
A closer look at what technology changes.
Clinical work & care systems
We examine how workload, team coordination, and technology affect the delivery of care.
Learning & the future of medicine
We examine how physicians develop expertise and how artificial intelligence changes their work.
Selected publications
Explore the work.
Ambient AI Scribes and Emergency Department Documentation Burden: Retrospective Cohort Study
Preiksaitis C, Alvarez A, Winkel M, Karamatsu M, Brown I, Sama N, Morris L, Lee JY, Gubbels A, Wahl E, Frye A, Schoeffler A, Gharahbaghian L, Rose C. JMIR AI. 2026;5:e92193.
Quantifying Emergency Medicine Residency Learning Curves Using Natural Language Processing: Retrospective Cohort Study
Preiksaitis C, Hughes J, Kabeer R, Dixon W, Rose C. JMIR Medical Education. 2025;11:e82326.
Will Artificial Intelligence Replace Me? Automation Susceptibility of Emergency Physician Tasks
Rose C, Molins E, Schoeffler A, Kabeer R, Frank MR, Preiksaitis C. Annals of Emergency Medicine. 2026.
People
Meet the lab.
HEAL is led by principal investigators Carl Preiksaitis and Christian Rose.
Meet everyone at HEAL
Carl Preiksaitis
Principal Investigator
Assistant Professor
Christian Rose
Principal Investigator
Assistant Professor
HEAL Lab Notes
What we’re thinking about.
Would Odysseus Pass Plutarch’s Test?
What we can learn about sycophantic AI from the Greeks
Read on Substack : Would Odysseus Pass Plutarch’s Test?When More Data Makes AI Dumber
A new triage study reveals how AI fails precisely where patients need it most
Read on Substack : When More Data Makes AI DumberTry AI That Doesn't Ask for Your Attention
A lesson on good AI use cases
Read on Substack : Try AI That Doesn't Ask for Your AttentionConnect
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Join the conversation
Tell us about your interests, experience, and the questions you would like to explore with the lab.
Explore working with HEALCollaborate with us
Bring a research question, a clinical perspective, or a complementary method. Let’s explore what we could learn together.
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