EPISODE · Nov 17, 2025 · 31 MIN
Episode 2: Transforming the Clinic with AI — with Ale Berlin, MD, MSc
from AI MD: Where AI Meets Healthcare IRL · host Leah Katz
In Episode 2, we sit down with Alejandro Berlin, MD, internationally recognized radiation oncologist and physician-leader at the University of Toronto, to explore how AI is reshaping the actual delivery of radiation oncology care. Building on his frontline experience integrating AI tools into contouring, planning, triage, and clinical workflow optimization, Ale walks us through what it really looks like to use AI in clinic today—not in theory, but in the chaos of real patients, real decisions, and real time pressures.We dig into where AI meaningfully improves quality, safety, and efficiency, where it still falls short, and how clinicians can stay empowered as these tools become routine. From strengthening QA pipelines to enabling new models of team-based care, Ale offers a candid, future-facing look at how AI can transform the clinic—and what it will take to make sure it elevates, rather than erodes, the human side of medicine.
What this episode covers
In Episode 2, we sit down with Alejandro Berlin, MD, internationally recognized radiation oncologist and physician-leader at the University of Toronto, to explore how AI is reshaping the actual delivery of radiation oncology care. Building on his frontline experience integrating AI tools into contouring, planning, triage, and clinical workflow optimization, Ale walks us through what it really looks like to use AI in clinic today—not in theory, but in the chaos of real patients, real decisions, and real time pressures.We dig into where AI meaningfully improves quality, safety, and efficiency, where it still falls short, and how clinicians can stay empowered as these tools become routine. From strengthening QA pipelines to enabling new models of team-based care, Ale offers a candid, future-facing look at how AI can transform the clinic—and what it will take to make sure it elevates, rather than erodes, the human side of medicine.
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Episode 2: Transforming the Clinic with AI — with Ale Berlin, MD, MSc
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