Digital Health
News
- Dov Lieber, WSJ: The People in This Medical Research Are Fake. The Innovations Are Real. (2021)
- Isabella Bousquette, WSJ: AI-Generated Data Could Be a Boon for Healthcare—If Only It Seemed More Real (2023)
- a16z: AI at the Intersection: The a16z Investment Thesis on AI in Bio + Health (2023)
Books
- Eric Topol: Deep Medicine: How Artificial Intelligence Can Make Healthcare Human Again (2019)
Courses
- Peter Szolovits, David Sontag: Machine Learning for Healthcare, 2019 (MIT)
Papers
- Google, Deep Mind: K. Singhal et al: Towards Expert-Level Medical Question Answering with Large Language Models (2023)
- J. Acosta et al, Multimodal biomedical AI, Nature (2022)
- L.R. Soenksen et al: Integrated multimodal artificial intelligence framework for healthcare applications, Nature (2022), github
- L.Y. Jiang et al: Health system-scale language models are all-purpose prediction engines, Nature (2023)
- Tie-Yan Liu et al: BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining
- Harsha Nori et al: Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine (2023)
- Zeming Chen et al: MEDITRON-70B: Scaling Medical Pretraining for Large Language Models (2023)
Talks
- ChatGPT: Will It Transform the World of Health Care? (2023)
- Callin.com:
- AI + medicine - with Harvey Castro MD (GPT-4, Med-PaLM 2, Carbon Health, Ambience, 311 ChatGPT call)
- Harvey Castro: AI and Healthcare: A Google Cloud Perspective with Sofia Marta
- Flare Capilal Webinars
- Vijay Pande, Julie Yoo:
- Grand Challenges in Healthcare AI, a16z (2024)
- LinkedIn post
- Julie Yoo
- The Most Interesting Healthcare Companies You’ve Never Heard Of with Julie Klapstein, a16z (2024)
- Big Ideas in 2024: Democratizing “Miracle Drugs” (2024)
- A Look at How Andreessen Horowitz Invests in the Future of Health (2021)
- Julie Yoo (CPO, Kyruus) on designing a better process for scheduling patients with (2019)
- a16z:
Companies
FDA
HIPAA
- Delaram Rezaeikhonakdar: AI Chatbots and Challenges of HIPAA Compliance for AI Developers and Vendors (Mar 2024)
Datasets
- MIMIC-III Clinical Database, github
- Discharge
- PMC Article Dataset, open access subset
- PubMed
Investments
- Silion Valley Bank: Healthcare Investments and Exits (Jan 2024)
- Josephine Chen, Sequoia: Bringing Generative AI to Healthcare (Sept 2023)
Industry analysis
- BCG: Generative AI Will Transform Health Care Sooner Than You Think, by Matthew Huddle, Josh Kellar, Krishna Srikumar, Krishna Deepak, and Daniel Martines (2023)
- Healthpayer Intelligence: Top Payer Concerns, Opportunities Around Generative AI Integration (2023)
Conferences
- healthcareittoday.com: Healthcare IT and EHR Conferences and Events
- https://qubika.com/: List of Digital Health, Healthcare IT, & MedTech conferences in 2024