The Need of Standardised Metadata to Encode Causal Relationships: Towards Safer Data-Driven Machine Learning Biological Solutions

Beatriz Garcia Santa Cruz, Carlos Vega, Frank Hertel. The Need of Standardised Metadata to Encode Causal Relationships: Towards Safer Data-Driven Machine Learning Biological Solutions. In Davide Chicco, Angelo M. Facchiano, Erica Tavazzi, Enrico Longato, Martina Vettoretti, Anna Bernasconi 0002, Simone Avesani, Paolo Cazzaniga, editors, Computational Intelligence Methods for Bioinformatics and Biostatistics - 17th International Meeting, CIBB 2021, Virtual Event, November 15-17, 2021, Revised Selected Papers. Volume 13483 of Lecture Notes in Computer Science, pages 200-216, Springer, 2021. [doi]

Abstract

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