Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnostics
Milena Pavlović, Ghadi S. Al Hajj, Chakravarthi Kanduri, Johan Pensar, Mollie E. Wood, Ludvig M. Sollid, Victor Greiff, Geir Kjetil Sandve
Topics & Concepts
GeneralizationImmune systemComputer scienceMachine learningArtificial intelligenceComputational biologyImmunologyMedicineBiologyMathematicsMathematical analysisGene expression and cancer classificationAdvanced Causal Inference TechniquesSingle-cell and spatial transcriptomics