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Making sense of chemical space network shows signs of criticality.
Amoroso N, Gambacorta N, Mastrolorito F, Togo MV, Trisciuzzi D, Monaco A, Pantaleo E, Altomare CD, Ciriaco F, Nicolotti O. Amoroso N, et al. Among authors: pantaleo e. Sci Rep. 2023 Dec 4;13(1):21335. doi: 10.1038/s41598-023-48107-3. Sci Rep. 2023. PMID: 38049451 Free PMC article.
A primer on machine learning techniques for genomic applications.
Monaco A, Pantaleo E, Amoroso N, Lacalamita A, Lo Giudice C, Fonzino A, Fosso B, Picardi E, Tangaro S, Pesole G, Bellotti R. Monaco A, et al. Among authors: pantaleo e. Comput Struct Biotechnol J. 2021 Jul 31;19:4345-4359. doi: 10.1016/j.csbj.2021.07.021. eCollection 2021. Comput Struct Biotechnol J. 2021. PMID: 34429852 Free PMC article. Review.
A Machine Learning Approach to Parkinson's Disease Blood Transcriptomics.
Pantaleo E, Monaco A, Amoroso N, Lombardi A, Bellantuono L, Urso D, Lo Giudice C, Picardi E, Tafuri B, Nigro S, Pesole G, Tangaro S, Logroscino G, Bellotti R. Pantaleo E, et al. Genes (Basel). 2022 Apr 21;13(5):727. doi: 10.3390/genes13050727. Genes (Basel). 2022. PMID: 35627112 Free PMC article.
A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease.
Lombardi A, Diacono D, Amoroso N, Biecek P, Monaco A, Bellantuono L, Pantaleo E, Logroscino G, De Blasi R, Tangaro S, Bellotti R. Lombardi A, et al. Among authors: pantaleo e. Brain Inform. 2022 Jul 26;9(1):17. doi: 10.1186/s40708-022-00165-5. Brain Inform. 2022. PMID: 35882684 Free PMC article.
18 results