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A toolbox of machine learning software to support microbiome analysis.
Marcos-Zambrano LJ, López-Molina VM, Bakir-Gungor B, Frohme M, Karaduzovic-Hadziabdic K, Klammsteiner T, Ibrahimi E, Lahti L, Loncar-Turukalo T, Dhamo X, Simeon A, Nechyporenko A, Pio G, Przymus P, Sampri A, Trajkovik V, Lacruz-Pleguezuelos B, Aasmets O, Araujo R, Anagnostopoulos I, Aydemir Ö, Berland M, Calle ML, Ceci M, Duman H, Gündoğdu A, Havulinna AS, Kaka Bra KHN, Kalluci E, Karav S, Lode D, Lopes MB, May P, Nap B, Nedyalkova M, Paciência I, Pasic L, Pujolassos M, Shigdel R, Susín A, Thiele I, Truică CO, Wilmes P, Yilmaz E, Yousef M, Claesson MJ, Truu J, Carrillo de Santa Pau E. Marcos-Zambrano LJ, et al. Among authors: karaduzovic hadziabdic k. Front Microbiol. 2023 Nov 22;14:1250806. doi: 10.3389/fmicb.2023.1250806. eCollection 2023. Front Microbiol. 2023. PMID: 38075858 Free PMC article. Review.
Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment.
Marcos-Zambrano LJ, Karaduzovic-Hadziabdic K, Loncar Turukalo T, Przymus P, Trajkovik V, Aasmets O, Berland M, Gruca A, Hasic J, Hron K, Klammsteiner T, Kolev M, Lahti L, Lopes MB, Moreno V, Naskinova I, Org E, Paciência I, Papoutsoglou G, Shigdel R, Stres B, Vilne B, Yousef M, Zdravevski E, Tsamardinos I, Carrillo de Santa Pau E, Claesson MJ, Moreno-Indias I, Truu J. Marcos-Zambrano LJ, et al. Among authors: karaduzovic hadziabdic k. Front Microbiol. 2021 Feb 19;12:634511. doi: 10.3389/fmicb.2021.634511. eCollection 2021. Front Microbiol. 2021. PMID: 33737920 Free PMC article. Review.
Catalyzing Transcriptomics Research in Cardiovascular Disease: The CardioRNA COST Action CA17129.
Gomes CPC, Ágg B, Andova A, Arslan S, Baker A, Barteková M, Beis D, Betsou F, Wettinger SB, Bugarski B, Condorelli G, Silva GJJD, Danilin S, de Gonzalo-Calvo D, Buil A, Carmo-Fonseca M, Enguita FJ, Felekkis K, Ferdinandy P, Gyöngyösi M, Hackl M, Karaduzovic-Hadziabdic K, Hellemans J, Heymans S, Hlavackova M, Hoydal MA, Jankovic A, Jusic A, Kardassis D, Kerkelä R, Kuster GM, Lakkisto P, Leszek P, Lustrek M, Maegdefessel L, Martelli F, Novella S, O'Brien T, Papaneophytou C, Pedrazzini T, Pinet F, Popescu O, Potočnjak I, Robinson E, Sasson S, Scholz M, Simionescu M, Stoll M, Varga ZV, Vinciguerra M, Xuereb A, Yilmaz MB, Emanueli C, Devaux Y, on behalf of the EU-CardioRNA COST Action (CA17129). Gomes CPC, et al. Among authors: karaduzovic hadziabdic k. Noncoding RNA. 2019 Mar 29;5(2):31. doi: 10.3390/ncrna5020031. Noncoding RNA. 2019. PMID: 30934986 Free PMC article.
Cardiovascular RNA markers and artificial intelligence may improve COVID-19 outcome: a position paper from the EU-CardioRNA COST Action CA17129.
Badimon L, Robinson EL, Jusic A, Carpusca I, deWindt LJ, Emanueli C, Ferdinandy P, Gu W, Gyöngyösi M, Hackl M, Karaduzovic-Hadziabdic K, Lustrek M, Martelli F, Nham E, Potočnjak I, Satagopam V, Schneider R, Thum T, Devaux Y. Badimon L, et al. Among authors: karaduzovic hadziabdic k. Cardiovasc Res. 2021 Jul 7;117(8):1823-1840. doi: 10.1093/cvr/cvab094. Cardiovasc Res. 2021. PMID: 33839767 Free PMC article.