AI and Healthcare

xCures
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Sep 18, 2025 • 49min

Why Interoperability Fails in Healthcare

Healthcare data interoperability isn’t just about EMRs—it’s about patient survival, equity, and system sustainability. Jordan Johnson, MSHA, Founder of Bridge Oncology, breaks down the true scope of interoperability, from payer systems to AI-enabled radiotherapy. In this dynamic conversation with Dr. Sanjay Juneja, they explore how structured data, legal frameworks, and real-time analytics can reshape value-based care and prevent patient harm.
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Sep 16, 2025 • 14min

Medical Education in 2025: AI’s Double-Edged Sword

Is AI helping—or harming—the next generation of doctors? UCSF's Dr. Ben Rosner shares how AI is reshaping medical education in 2025. From tutor bots to clinical skill assessments, he explores the opportunities and pitfalls. Discover what 'de-skilling' means, and why educators need smart guardrails to guide AI integration.
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Sep 4, 2025 • 48min

Can AI Write Better Discharge Summaries?

AI is transforming discharge documentation. Dr. Ben Rosner of UCSF breaks down how large language models (LLMs) perform compared to physicians—and what that means for safety, education, and clinical workflows. Learn what “LLM as jury” could mean for quality control and how AI might de-skill future doctors if we're not careful.
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Aug 25, 2025 • 41min

Emily Lewis on AI and Patient Engagement

AI is no longer just for clinicians. Emily Lewis, an AI thought leader, explains how AI is becoming a partner in patient care. From gamified self-care tools to multimodal education, she breaks down how technology can foster better communication and empower patients to take control of their health. She also explores the regulatory and data challenges involved in scaling AI for patient use. Featuring Dr. Sanjay Juneja. Learn more about Emily: https://www.udemy.com/user/emily-lewis-77/ Host: https://sjunejamd.com/ "Views expressed by Dr. Juneja and Emily Lewis are solely their own and are not attributable to xCures, Tempus, or any of our guest's affiliations."
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Aug 12, 2025 • 7min

Disruption vs. Sustaining Innovation in Healthcare

Disruptive innovation isn’t always what it seems—especially in healthcare. Bernardo Perez-Villa, Senior Innovations Engagement Partner at the Cleveland Clinic, shares a revealing look at the myths behind “first-in-class” innovation. Learn how startups create disruption, why big players wait to buy instead of build, and how to use Christensen’s framework to identify true disruption.
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Jul 28, 2025 • 14min

The #1 Mistake Health Startups Make

Why do so many digital health startups collapse? Dr. Bernardo Perez-Villa explains how a lack of real market validation derails innovation before it starts. Learn how to perform meaningful primary and secondary market research—from asking the right questions to clinicians to scanning Reddit and PubMed for real-world proof of need.
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18 snips
Jul 18, 2025 • 47min

Why Most AI Startups in Healthcare Fail

Dr. Bernardo Perez-Villa, Senior Innovations Engagement Partner at Cleveland Clinic, sheds light on why many AI startups in healthcare struggle. He emphasizes the need to validate AI ideas against real clinical needs and stresses the importance of product-market fit. The conversation delves into the challenges of regulatory hurdles and income generation in the fee-for-service model. Bernardo shares insights on responsible AI use, data interoperability, and a blockchain-inspired solution for patient data ownership, alongside key principles for successful healthcare innovation.
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Jul 8, 2025 • 6min

Cancer Detection MRI Imaging vs Blood Tests

Why rely on one method when three are better? Ezra CEO Emi Gal explains how combining imaging, liquid biopsy, and biomarkers creates a superior cancer screening protocol. He also shares how AI enables longitudinal tracking of lesions, reducing false positives and patient anxiety. Learn what makes Ezra’s approach uniquely effective in the fight against cancer.
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Jul 2, 2025 • 12min

How AI Makes Full-Body MRI Faster and Cheaper

Discover how Ezra uses FDA-cleared AI to transform MRI imaging. CEO Emi Gal explains how Ezra Flash speeds up scan times while improving quality, and how Ezra Assist aids radiologists with accurate annotations. Their AI-powered process makes full-body cancer screening possible in just 22 minutes—for under $500. Learn how this innovation is redefining medical imaging from acquisition to interpretation.
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Jun 30, 2025 • 6min

Should Patients Be Paid for Sharing Health Data?

Can patients and clinicians be fairly rewarded for sharing healthcare data? Rajeev Ronanki, CEO of Lyric, discusses a future where AI-enabled tools empower community oncology practices with personalized digital agents. He outlines how reimbursement models can support physicians scaling their care using AI, and why rewarding patient data sharing is both ethical and economically sound.

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