Applying interpretable machine learning in computational biology—pitfalls, recommendations and opportunities for new developments
Valerie Chen, Muyu Yang, Wenbo Cui, Joon Sik Kim, Ameet Talwalkar, Jian Ma
Topics & Concepts
Computer scienceModelling biological systemsComputational modelArtificial intelligenceData scienceSystems biologyMachine learningCognitive scienceComputational biologyBiologyPsychologyExplainable Artificial Intelligence (XAI)Bioinformatics and Genomic NetworksMachine Learning and Data Classification