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Page 1
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 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 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.
Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research.
Golob JL, Oskotsky TT, Tang AS, Roldan A, Chung V, Ha CWY, Wong RJ, Flynn KJ, Parraga-Leo A, Wibrand C, Minot SS, Andreoletti G, Kosti I, Bletz J, Nelson A, Gao J, Wei Z, Chen G, Tang ZZ, Novielli P, Romano D, Pantaleo E, Amoroso N, Monaco A, Vacca M, De Angelis M, Bellotti R, Tangaro S, Kuntzleman A, Bigcraft I, Techtmann S, Bae D, Kim E, Jeon J, Joe S; Preterm Birth DREAM Community; Theis KR, Ng S, Lee Li YS, Diaz-Gimeno P, Bennett PR, MacIntyre DA, Stolovitzky G, Lynch SV, Albrecht J, Gomez-Lopez N, Romero R, Stevenson DK, Aghaeepour N, Tarca AL, Costello JC, Sirota M. Golob JL, et al. Among authors: pantaleo e. medRxiv [Preprint]. 2023 Apr 11:2023.03.07.23286920. doi: 10.1101/2023.03.07.23286920. medRxiv. 2023. Update in: Cell Rep Med. 2024 Jan 16;5(1):101350. doi: 10.1016/j.xcrm.2023.101350 PMID: 36945505 Free PMC article. Updated. Preprint.
18 results