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June 9 - Visual AI in Healthcare: Ground Truth in the Foundation-Model Era
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June 9 - Visual AI in Healthcare: Ground Truth in the Foundation-Model Era

DEV Community: computervision·Jimmy Guerrero·5 months ago
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#dev#model#medical#foundation#fine
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Join us on June 9 for a virtual workshop to learn how to handle expert label disagreement and build high performing fine-tuned medical foundation models for clinical imaging tasks.

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Medical imaging teams are increasingly fine-tuning foundation models like UNI, MedSAM2, and BiomedCLIP on small in-house datasets. At that scale, label disagreement is a dominant cause of model failures, and the disputed ground truth is what regulators will ask you to defend. We'll build a medical imaging dataset in FiftyOne, surfacing and analyzing the cases where reviewers disagree.…

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