Reimagining Neurology Care with AI and Precision Medicine with Kemar Green, DO

Becker’s Healthcare Podcast14mApril 26, 2026

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AI-Generated Summary

In this episode of the Becker's Healthcare Podcast, host Scott Becker interviews Dr. Kemar Green, a neurologist, Johns Hopkins engineering graduate, and CEO of Hazy Eyes, a company pioneering AI-driven precision medicine in neurology. Dr. Green shares his journey from academic neurology to founding a software-first, device-agnostic platform that transforms everyday human signals—like movement, speech, and behavior—into actionable clinical insights. He emphasizes the urgent need to accelerate innovation in neurologic care, particularly in addressing rising rates of Alzheimer’s and dementia, physician shortages, and the limitations of traditional, episodic care. He highlights transformative trends such as synthetic data for privacy-preserving AI training, the rise of intelligent AI agents in clinical workflows, and the vision of an autonomous remote neurologic clinic. Over the next six months, Dr. Green is focused on building a measurement and intelligence layer for precision neurology, enabling continuous patient monitoring and paving the way for digital neurotherapies. He concludes with advice for emerging healthcare leaders: balance bold vision with scientific rigor, prioritize patient-centered design, and build interdisciplinary teams to ensure trust and scalability in AI-driven healthcare. Key takeaways include: (1) AI in neurology must shift from reactive to continuous, personalized care; (2) synthetic data is a strategic tool for privacy, security, and cross-institutional collaboration; (3) AI agents must be designed with robust security, identity validation, and real-time risk assessment; (4) future medicine requires software-first, device-agnostic platforms that empower remote, precision care; (5) patient involvement in system design is non-negotiable; (6) leaders must balance speed with scientific rigor to avoid both stagnation and harm; (7) the future of neurology is not just diagnostics but digital therapeutics; (8) building for the future means thinking 50 years ahead while staying grounded in today’s realities.

Key Takeaways
1

Shift from episodic to continuous, AI-powered neurologic care using real-world human signals.

2

Synthetic data enables privacy-safe, scalable AI training and cross-institutional collaboration.

3

AI agents in healthcare must be secure, context-aware, and continuously validated for trust.

4

Digital neurotherapy—software as treatment—will redefine precision medicine in neurology.

5

Patient-centered design is essential for building trustworthy, scalable AI health systems.

…and 3 more takeaways available in PodZeus

Chapters
0:00
2 min

Introducing Dr. Kemar Green: Neurologist, Engineer, and AI Visionary

Scott Becker introduces Dr. Kemar Green, a neurologist with dual expertise in medicine and engineering from Johns Hopkins, and CEO of Hazy Eyes, a company at the forefront of AI-driven neurology care. The episode sets the stage for a deep dive into the future of precision medicine.

2:00
3 min

From Academia to Entrepreneurship: Why AI Can't Wait

The future of medicine cannot afford to wait while AI just speeds away.

Highlight
5:00
4 min

Building a Software-First, Device-Agnostic Neurology Platform

We're building a foundation for new models for mainly neurologic care, but eventually this could be translated across other sub areas of medicine.

Highlight
9:00
5 min

The Future of AI in Neurology: Synthetic Data, Agents, and Security

AI systems are no longer just passive tools... they're active agents that retrieve information, reason across various environments.

Highlight
14:00
3 min

Precision Neurology and Digital Neurotherapy: The Next Frontier

With personalized medicine, precision medicine, you could personalize treatment to that individual, which I think is really, really big.

Highlight
High-Impact Quotes
The future of medicine cannot afford to wait while AI just speeds away.
Kemar Green1:26
Viral: 90.0
The most important thing is we're building this system... we still have to not sacrifice scientific rigor for speed especially in healthcare.
Kemar Green12:49
Viral: 88.0
Build for the future. Don't think about what you need to build for tomorrow. Think about the new systems that are being implemented 50 years from now.
Kemar Green11:39
Viral: 87.0
Speakers

Host

Scott Becker

Guest

Kemar Green
Topics Discussed
AI in Neurology95%Precision Medicine90%Synthetic Data in Healthcare88%AI Agents and Security87%Patient-Centered AI Design86%Digital Biomarkers85%Remote Patient Monitoring83%Physician Shortages and Alzheimer's78%
People & Brands

Kemar Green

person

12xPositive

Hazy Eyes

organization

6xPositive

Johns Hopkins

organization

5xPositive

Synthetic Data

other

4xPositive

Alzheimer's

other

4xNegative

Dementia

other

3xNegative

AI Agents

other

3xNeutral

Digital Neurotherapy

other

2xPositive

Techstars

organization

2xNeutral

Large Language Models

other

2xNeutral

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