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Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnostics

Milena Pavlovic, Ghadi S. Al Hajj, Chakravarthi Kanduri, Johan Pensar, Mollie Wood, Ludvig Magne Sollid, Victor Greiff, Geir Kjetil Sandve. Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnostics. Nat. Mach. Intell., 6(1):15-24, 2024. [doi]

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