Diagnosis, But Make It Iterative: When AI Learns Like a Doctor
Diagnosis begins with a small nuisance: the patient does not arrive as a completed spreadsheet. They arrive with pain, fragments, missing context, contradictory clues, and a clock running somewhere in the background. A doctor does not usually receive the full record, press “classify,” and return a disease label. The doctor asks for a physical exam, orders labs, checks imaging, updates the differential, and decides whether the next test is useful or merely expensive decoration. ...