Disclosures

• I practice at TPMG in San Francisco, CA.
• I develop MDCalc and theNNT .
• I created and edited The Physicians' Charter for Responsible AI .
• AI helped me refine this talk, learn about the Orgeon Trail, and helped me refine my presentation's flow. I mostly use ChatGPT (GPT4) and Claude3 Opus .

Healthcare is in Crisis:

• Medscape has a 2024 survey of burnout.
• Elsevier's 2023 "Clinician of the Future" report should realy, really worry you.
• I created and edited The Physicians' Charter for Responsible AI .
• Here's the most recent 2024 AAMC report on physician shortage projections .
• The US Chamber of Commerce has a really nice page with insights about nursing shortages.

The Oregon Trail

• I learned most of what I needed to know from Wikipedia .
• Did you know you can actually play the original game online for free ?
• I clipped this Youtube video for bits of the Oregon Trail game.
• This article provided nice graphs on the droughts in the 1840s.

AI Papers

• Wearable movement-tracking data identify Parkinson’s disease years before clinical diagnosis.
• Blinded, randomized trial of sonographer versus AI cardiac function assessment.
• Blinded, randomized trial of sonographer versus AI cardiac function assessment.
• Deep learning-based electrocardiographic screening for chronic kidney disease.
• Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis.
• Automated Identification of Adults at Risk for In-Hospital Clinical Deterioration
• Comparison of Mammography Al Algorithms with a Clinical Risk Model for 5-year Breast Cancer Risk Prediction: An Observational Study.
• Closing the accessibility gap to mental health treatment with a personalized self-referral chatbot.
• AMIE: A research AI system for diagnostic medical reasoning and conversations.
• Generative AI at Work.

AI Transcripts

• One conversation with ChatGPT about an earlier version of this talk — I essentially presented my talk from my memory and got feedback on the flow of the ideas.
• This was the main chat transcript I used with ChatGPT. You can kind of see how my talk evolved over time. (Warning, it's really long.) ?