{"id":"doi:10.1038/s42256-024-00851-5","kind":"article","title":"Interpreting cis-regulatory mechanisms from genomic deep neural networks using surrogate models","authors":["Evan E. Seitz","David M. McCandlish","Justin B. Kinney","Peter K. Koo"],"author_count":4,"year":2024,"published":"2024-06-21","venue":"Nature Machine Intelligence","cited_by":40,"doi":"10.1038/s42256-024-00851-5","arxiv_id":null,"nct_id":null,"source_url":"https://doi.org/10.1038/s42256-024-00851-5","archive_url":"https://space-kitty.com/papers/doi:10.1038/s42256-024-00851-5","updated":null,"pmid":"38013993","pmcid":null,"openalex_id":"W4399893662","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2023/11/16/2023.11.14.567120.full.pdf","abstract":null,"abstract_license":null,"license":"cc-by-nc-nd","is_open_access":true,"retracted":false,"peer_reviewed":null,"categories":["Explainable Artificial Intelligence (XAI)"],"details":null,"provenance":"openalex","attribution":"Metadata and citation counts: OpenAlex (CC0).","topics":[{"slug":"interpretability","name":"Mechanistic Interpretability","domain_slug":"ai"}],"cited_in_dossiers":[]}