ML is transforming protein design, but hidden biases remain overlooked. @danielaldas.bsky.social & I found that predictors trained on global datasets, such as AMPs, are influenced by uneven structural representation and data leakage. #ProteinDesign #ML #Bias #ExplainableAI doi…
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Fabien Plisson
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BioDesign, Machine Learning, Drug Discovery | Rosenkranz Award 2021 | Dad | Polyglot | Capybarist | plissonf.github.io
Founding ingeniebio.com
ORCID 0000-0003-224
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Structural bias in machine learning-guided peptide design biorxiv.org
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