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A review on machine learning approaches and trends in drug discovery.
Carracedo-Reboredo P, Liñares-Blanco J, Rodríguez-Fernández N, Cedrón F, Novoa FJ, Carballal A, Maojo V, Pazos A, Fernandez-Lozano C. Carracedo-Reboredo P, et al. Among authors: linares blanco j. Comput Struct Biotechnol J. 2021 Aug 12;19:4538-4558. doi: 10.1016/j.csbj.2021.08.011. eCollection 2021. Comput Struct Biotechnol J. 2021. PMID: 34471498 Free PMC article. Review.
Machine learning analysis of TCGA cancer data.
Liñares-Blanco J, Pazos A, Fernandez-Lozano C. Liñares-Blanco J, et al. PeerJ Comput Sci. 2021 Jul 12;7:e584. doi: 10.7717/peerj-cs.584. eCollection 2021. PeerJ Comput Sci. 2021. PMID: 34322589 Free PMC article.
Microbiome-based risk prediction in incident heart failure: a community challenge.
Erawijantari PP, Kartal E, Liñares-Blanco J, Laajala TD, Feldman LE; FINRISK Microbiome DREAM Challenge and ML4Microbiome Communities; Carmona-Saez P, Shigdel R, Claesson MJ, Bertelsen RJ, Gomez-Cabrero D, Minot S, Albrecht J, Chung V, Inouye M, Jousilahti P, Schultz JH, Friederich HC, Knight R, Salomaa V, Niiranen T, Havulinna AS, Saez-Rodriguez J, Levinson RT, Lahti L. Erawijantari PP, et al. Among authors: linares blanco j. medRxiv [Preprint]. 2023 Oct 12:2023.10.12.23296829. doi: 10.1101/2023.10.12.23296829. medRxiv. 2023. PMID: 37873403 Free PMC article. Preprint.