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Bias in Language Processing Trained on FDA Regulatory Documents

Any word embeddings, because they are trained on human input, will have biases. That’s true because no human is free from bias, so any machine learning model trained on that human input will have those biases. We must be aware of those biases in language processing.
United Kingdom Robyn Speer Bing Liu Clinical Decision Support Software Word Mover Decision Support Software

Unpacking Averages: Using NLP to Assess FDA's Compliance with Notice and Comment in Guidance Development | Epstein Becker & Green

Introduction - Let’s say FDA proposed a guidance document that would change the definition of “low cholesterol” for health claims. Now let’s say that when FDA finalized...
United States Image Communications Devices International Medical Device Regulators Forum Epstein Becker Final Guidance Clinical Decision Support Software

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