Build With How Clinicians Think, or Build Against Them

Surreal landscape showing a clinician in a white coat, overwhelmed, facing a giant tsunami wave composed of medical paperwork and data, a conceptual illustration of healthcare information overload and burnout.

Most conversations about clinical AI start with the algorithm. Dr. Vimla Patel would rather start with the clinician. Patel has spent four decades as a cognitive scientist studying a deceptively simple question: how do expert doctors actually think? The answer turns out to have direct consequences for every team building AI for healthcare. Two directions…

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After Five Episodes, What Still Has to Be Human?

A close-up of a weathered hand picking a smooth, glowing amber stone from a pile of beach seaweed and driftwood. This visual metaphor represents finding real-world evidence and human judgment in healthcare AI data synthesis.

Every few episodes, we stop interviewing and start synthesizing. This is our sixth Reflections episode, covering five healthcare AI conversations: Sarah Rossetti, Jeff Smith of ONC, Hugo Campos, Fred Bennett, and Zak Kohane. Usually we go looking for one thread to tie a block together. This time we decided not to force it, and that…

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