Stacey Tinianov: Perspectives of AI and Machine Learning Integration in Healthcare

Stacey Tinianov/LinkedIn Stacey Tinianov: Perspectives of AI and Machine Learning Integration in Healthcare Stacey Tinianov, Executive Director at Advocates for Collaborative Education, shared UCSF/UC Berkeley Joint Program in Computational Precision Health’s post on LinkedIn, adding: “Looking forward to learning with and from these leaders in computational precision health next week at FiCPH2026. I’ll be on the stage doing my best to represent the patient and advocate perspectives when it comes to the integration (or lack thereof) of artificial intelligence, machine learning, and large language models in healthcare. I’ll talk about the pros, the cons, the unknowns, and the reality that there is no single “patient perspective” rather a myriad of questions, concerns, desires, and interests. Before speaking at last year’s PDA – Parenteral Drug Association, I reached out to Advocates for Collaborative Education members and then beyond to ask individuals what they wanted me to bring to the table. Doing the same today… What are Your thoughts in this space of AI and healthcare? What are you most concerned about? What are you most excited about? What are you most confused about? How do you see (or do you see) elements of AI being used in healthcare? How are You using technology in the management of your own health? How would You like technology to be used in healthcare? cc: Aubrey Kelly, Stephanie Gayhart, Bob Riter, Roberta A Albany, Annamaria Scaccia, Gitte Henssel Joergensen, ...