The face of healthcare is changing - innovative technologies, based on recent advances in artificial intelligence (AI), are radically altering how care is delivered. Startups are offering entirely new ways to diagnose, manage, treat, and operate. However, few ever reach the patient - those with much more than an idea and an algorithm; they have an intimate understanding of the healthcare landscape and the technical know-how to integrate AI solutions into the medical system successfully.
In this course, we tackle the central question: How can young students find feasible and impactful medical problems, and build, scale, and translate technology solutions into the clinic? Together, we will discover the transformative technologies of tomorrow that we can build today.
We encourage students of all academic backgrounds to enroll; the only prerequisite is a strong passion for technology in healthcare. Course may be taken for one unit (lecture only, 11:30AM-12:30PM); or two units, which entails attending discussion section in a Lean LaunchPad-style training program (12:30PM-1:20PM) and completing a project. The second half of each session, we will have a flipped classroom and will do experiential and team-based learning. It will involve discussions about team building, AI/Healthcare business ideas, and idea presentations.
Grading criteria for 1-credit students will be based on attendance and weekly reports regarding the summary of each week's lectures (assignments). In addition to these criteria, 2-credit students will submit a business idea report and will deliver a pitch presentation in the last session in front of an invited panel.
Week | Date/Session | Guest Lecturer All sessions are moderated by the course instructor |
Topics | Materials and Assignments |
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Week 1 | April 4, 2023 11:30am-12:30pm |
Ehsan Adeli
Course Instructor |
|
Submit Assignment Solutions (Week 1) Signup to build your team Slides Video (Available on Canvas) |
12:30pm-1:20pm |
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Stephen Su,
Stanford CS/MCS Student
Founded startups at the intersection of health policy and data |
A Digital Health Playbook An overview of various digital health companies, their business models, and what worked or didn’t work |
Slides (Available on Canvas) Video (Available on Canvas) | |
Week 2 | April 11, 2023 11:30am-12:30pm |
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Robert Chess
Lecturer at Stanford Graduate School of Business |
The Healthcare Landscape Stakeholders and major players |
Submit Assignment Solutions (Week 2) Video (Available on Canvas) |
12:30pm-1:20pm |
Ehsan Adeli
Course Instructor |
Team building Project planning and preparing for lean lunchpad training |
Slides (Available on Canvas) Video (Available on Canvas) | |
Week 3 | April 18, 2023 11:30am-12:30pm |
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David Entwistle
President and CEO of Stanford Healthcare (SHC) |
The Healthcare Landscape Current tools and techniques How SHC is utilizing AI. |
Submit Assignment Solutions (Week 3) Video (Available on Canvas) Pre-read Material: 1) How Foundation Models Can Advance AI in Healthcare, Dec 15, 2022 2) The Shaky Foundations of Foundation Models in Healthcare, Feb 27, 2023 |
12:30pm-1:20pm |
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Edwin Pan
Course Assistant |
Search versus Execution - Design Thinking Search for a business model in the healthcare climate |
Slides (Available on Canvas) Video (Available on Canvas) | |
Week 4 | April 25, 2023 11:30am-12:30pm |
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Kevin Schulman
Professor of Medicine, Associate Chair of Business Development and Strategy in the Department of Medicine Director of Industry Partnerships and Education for the Clinical Excellence Research Center (CERC) Professor of (by courtesy) Operations, Information and Technology at Stanford’s Graduate School of Business |
Healthcare Landscape, current tools, techniques, and pitfalls Economics of healthcare |
Submit Assignment Solutions (Week 4) Pre-read Material: 1) An Intergenerational Evaluation of Medicare 2) Employer-Based Health Insurance and Employee Compensation Slides (Available on Canvas) |
12:30pm-1:20pm |
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Marcella Garcia
Senior Software Quality Engineer at MEDIcept Inc. Former Vice President of Regulatory Affairs and Quality Assurance Neurostimulation and Active Implantables (2022-2023 @ Nia Therapeutics); Medical Device (2018-2023 @MGRAQA) Former Director of Quality and Compliance Predictive Analytics Population Health (2021-2022 @ Health Data Analytics Institute); Digital Therapeutics (2019-2021 @ Happify Health) |
Healthcare Tech Landscape from a regulatory point of view: A discussion around Medical Devices, Software as a medical device (SaMD), FDA, Quality, etc. |
Pre-read Material: 1) NIST AI RMF 1.0 2) FDA GMLP 3) FDA Marketing Submission Recommendations for a Predetermined Change Control Plan for Artificial Intelligence/Machine Learning (AI/ML)-Enabled Device Software Functions Slides (Available on Canvas) |
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Week 5 | May 2, 2023 11:30am-12:30pm |
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Jordan Jacobs
Co-Founder & Managing Partner at Radical Ventures Co-Founder & Founding Board of Directors at Vector Institute Board Of Directors at CIFAR (the Canadian Institute for Advanced Research) |
Technologies on the Horizon Upcoming companies, problem areas, and policy breaks |
Submit Assignment Solutions (Week 5) Pre-read Material and Slides (Available on Canvas) |
12:30pm-1:20pm |
Ehsan Adeli
Course Instructor |
Customer Discovery and Validation Turning hypotheses to facts |
[TBD] | |
Week 6 | May 9, 2023 11:30am-12:30pm |
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Gopi Prashanth
Founder, Spyn Inc Director Of Technology, Artificial Intelligence Systems, at Amazon Director Of Technology, Computer Vision & Artificial Intelligence at Amazon Go |
Case Study: Building to Solve the Problem at Scale Building to scale is what most entrepreneurial startups do. There is another kind of innovation, which is building to solve the problem which is already at scale. Gopi can speak to both ends of this spectrum and the similarities and differences in entrepreneurial mindset that is required to solve the myriad of challenges throughout the journey. |
Submit Assignment Solutions (Week 6) Slides (Available on Canvas) |
12:30pm-1:20pm |
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Team building and leadership practices in healthcare and medicine | Slides (Available on Canvas) | |
Week 7 | May 16, 2023 11:30am-12:30pm |
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Vivien Ho
Partner at Pear VC, with a focuse on health Founder of the Pear Female Founders Circle (supporting female technical founders) |
Healthcare Innovation Practical considerations and common pitfalls Preparing and pitching ideas, as well as selling into traditional health systems and different GTM dynamics and benefits Lecture Title: Building a Healthcare x AI Startup Pitch |
Submit Assignment Solutions (Week 7) Pre-read material: Podcast (Substack about Vivek Garg, CMO of Humana and his tips on startups selling into health plans) Slides (Available on Canvas) |
12:30pm-1:20pm |
Ehsan Adeli
Course Instructor |
Projects Presentations - Session 1 | Shared Slide Deck (private) | |
Week 8 | May 23, 2023 11:30am-12:30pm |
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Kimberley Powell
Vice President and General Manager, Healthcare at NVIDIA |
Case Study: Healthcare Innovation, Integrating and scaling technologies within large healthcare systems Lecture Title: Shaping the Future of Medicine: The Revolutionary Impact of AI on Medical Imaging, Surgery, and Pharmaceutical Discovery |
Submit Assignment Solutions (Week 8) Pre-read material: Medical Imaging Surgery Pharma |
12:30pm-1:20pm |
Ehsan Adeli
Course Instructor |
Projects Presentations - Session 2 | Shared Slide Deck (private) | |
Week 9 | May 30, 2023 11:30am-12:30pm |
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Case study Unlocking brain health with real-world data insights and practical, scientific wisdom for daily living |
Submit Assignment Solutions (Week 9) [TBD] |
12:30pm-1:20pm |
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Leo Grady
Founder and CEO of new AI healthcare company (stealth) CEO in Residence at Breyer Capital Former CEO of Paige (2019-2021) and Senior Vice President of Engineering at HeartFlow Inc (2012-2019) |
Case Study: leading development and commercialization of advanced machine learning, AI, computer vision, diagnostic and digital health technologies that have made a significant impact on healthcare practice |
[TBD] | |
Week 10 | June 6, 2023 11:30am-1:20pm |
Students and
Ehsan Adeli, Course Instructor |
Pitch Project Presentaions Panelists:
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Submit Project Material |