Essays
Long-form writing on AI in oncology, clinical informatics, cancer data standards, and what it takes to lead AI inside a health system.
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The oncologist's case for clinical informatics as a discipline
If you've never written a note in the system you're trying to fix, you will optimize the wrong thing.
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Predicting immunotherapy toxicity before it happens
The data to flag who will develop immune-related toxicity is already in the chart; we just haven't been reading it for that.
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The academic-industry AI partnership that actually shipped
Most academic-industry AI collaborations end in a data dump and a dead model; the ones that produce deployable work make a few structural choices on purpose.