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Cai ZR

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Articles by Cai ZR

Fostering transparent medical image AI via an image-text foundation model grounded in medical literature

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By DeGrave AJ, Cai ZR, Lee SI, Gadgil SU
| ncbi.nlm.nih.gov
This is a preprint. It has not yet been peer reviewed by a journal. The National Library of Medicine is running a pilot to include preprints that result from research funded by NIH in PMC and PubMed. Display options Abstract Building trustworthy and transparent image-based medical AI systems requires the ability to interrogate data and models at all stages of the development pipeline: from training models to post-deployment monitoring.
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Dissection of medical AI reasoning processes via physician and generative-AI collaboration

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By Lee SI, DeGrave AJ, Cai ZR, Janizek JD
| ncbi.nlm.nih.gov
This is a preprint. It has not yet been peer reviewed by a journal. The National Library of Medicine is running a pilot to include preprints that result from research funded by NIH in PMC and PubMed. Display options Abstract Despite the proliferation and clinical deployment of artificial intelligence (AI)-based medical software devices, most remain black boxes that are uninterpretable to key stakeholders including patients, physicians, and even the developers of the devices.
Open in Who Shared Issue with article?
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