digital healthcare research

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    MIMIC-IV: The Dataset Behind Both of My Published Papers

    The MIMIC-IV dataset is the quiet, unglamorous foundation behind both of my published papers. Both of my papers — the one on whether LLMs can safely explain radiology reports, and the follow-up on whether radiologists can actually catch it when they can’t — used the same underlying data source. I’ve referenced it in passing in…

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    Can AI Safely Explain Your Radiology Report? What My Research Actually Found

    This one’s personal — it’s my own peer-reviewed research, published this year in Healthcare. I’ve spent most of this blog reviewing other people’s work and other people’s technology. This time I get to walk you through mine. Here’s where it actually started. Ordinary people are already asking AI chatbots questions about their own medical information…