Becker’s Healthcare Podcast Reimagining Healthcare with AI with T.Y. Alvin Liu, MD
Mar 13, 2026
T.Y. Alvin Liu, MD, retina surgeon and director of Johns Hopkins’ AI Innovation Center. He explores voice-enabled patient access and AI-centric clinical workflows. He discusses oculomics and retinal biomarkers as a new data source. He previews artificial medical general intelligence and calls for rethinking physician training and implementation strategy.
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Voice AI Will Reshape The Patient Front Door
- Voice AI is the next major wave in healthcare that can reimagine the patient front door experience.
- AI-native voice companies handle inbound/outbound calls and omnichannel scheduling, threatening incumbents with non-AI tech stacks.
SaaS Faces Pressure But Domain Experts Will Win
- The recent sell-off in traditional SaaS reflects investor fear that foundation model labs will move into applications and disrupt per-seat pricing.
- Liu expects AI app companies led by domain experts to win by solving specific healthcare problems with clear ROI.
Oculomics Could Screen For Major Systemic Diseases
- Oculomics uses retinal biomarkers and AI to predict systemic disease categories like cardiovascular disease, dementia, and kidney disease.
- Commercially validated retinal-AI products could enable wide community screening and earlier interventions if stakeholders redesign care pathways.