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A Machine Learning Application Based in Random Forest for Integrating Mass Spectrometry-Based Metabolomic Data: A Simple Screening Method for Patients With Zika Virus.
Melo CFOR, Navarro LC, de Oliveira DN, Guerreiro TM, Lima EO, Delafiori J, Dabaja MZ, Ribeiro MDS, de Menezes M, Rodrigues RGM, Morishita KN, Esteves CZ, de Amorim ALL, Aoyagui CT, Parise PL, Milanez GP, do Nascimento GM, Ribas Freitas AR, Angerami R, Costa FTM, Arns CW, Resende MR, Amaral E, Junior RP, Ribeiro-do-Valle CC, Milanez H, Moretti ML, Proenca-Modena JL, Avila S, Rocha A, Catharino RR. Melo CFOR, et al. Among authors: navarro lc. Front Bioeng Biotechnol. 2018 Apr 11;6:31. doi: 10.3389/fbioe.2018.00031. eCollection 2018. Front Bioeng Biotechnol. 2018. PMID: 29696139 Free PMC article.
Combining Machine Learning and Metabolomics to Identify Weight Gain Biomarkers.
Dias-Audibert FL, Navarro LC, de Oliveira DN, Delafiori J, Melo CFOR, Guerreiro TM, Rosa FT, Petenuci DL, Watanabe MAE, Velloso LA, Rocha AR, Catharino RR. Dias-Audibert FL, et al. Among authors: navarro lc. Front Bioeng Biotechnol. 2020 Jan 24;8:6. doi: 10.3389/fbioe.2020.00006. eCollection 2020. Front Bioeng Biotechnol. 2020. PMID: 32039191 Free PMC article.
Covid-19 Automated Diagnosis and Risk Assessment through Metabolomics and Machine Learning.
Delafiori J, Navarro LC, Siciliano RF, de Melo GC, Busanello ENB, Nicolau JC, Sales GM, de Oliveira AN, Val FFA, de Oliveira DN, Eguti A, Dos Santos LA, Dalçóquio TF, Bertolin AJ, Abreu-Netto RL, Salsoso R, Baía-da-Silva D, Marcondes-Braga FG, Sampaio VS, Judice CC, Costa FTM, Durán N, Perroud MW, Sabino EC, Lacerda MVG, Reis LO, Fávaro WJ, Monteiro WM, Rocha AR, Catharino RR. Delafiori J, et al. Among authors: navarro lc. Anal Chem. 2021 Feb 2;93(4):2471-2479. doi: 10.1021/acs.analchem.0c04497. Epub 2021 Jan 20. Anal Chem. 2021. PMID: 33471512 Free PMC article.
Laser printer attribution: exploring new features and beyond.
Ferreira A, Navarro LC, Pinheiro G, dos Santos JA, Rocha A. Ferreira A, et al. Among authors: navarro lc. Forensic Sci Int. 2015 Feb;247:105-25. doi: 10.1016/j.forsciint.2014.11.030. Epub 2014 Dec 23. Forensic Sci Int. 2015. PMID: 25562694
Erratum: The Beaker phenomenon and the genomic transformation of northwest Europe.
Olalde I, Brace S, Allentoft ME, Armit I, Kristiansen K, Booth T, Rohland N, Mallick S, Szécsényi-Nagy A, Mittnik A, Altena E, Lipson M, Lazaridis I, Harper TK, Patterson N, Broomandkhoshbacht N, Diekmann Y, Faltyskova Z, Fernandes D, Ferry M, Harney E, de Knijff P, Michel M, Oppenheimer J, Stewardson K, Barclay A, Alt KW, Liesau C, Ríos P, Blasco C, Miguel JV, García RM, Fernández AA, Bánffy E, Bernabò-Brea M, Billoin D, Bonsall C, Bonsall L, Allen T, Büster L, Carver S, Navarro LC, Craig OE, Cook GT, Cunliffe B, Denaire A, Dinwiddy KE, Dodwell N, Ernée M, Evans C, Kuchařík M, Farré JF, Fowler C, Gazenbeek M, Pena RG, Haber-Uriarte M, Haduch E, Hey G, Jowett N, Knowles T, Massy K, Pfrengle S, Lefranc P, Lemercier O, Lefebvre A, Martínez CH, Olmo VG, Ramírez AB, Maurandi JL, Majó T, McKinley JI, McSweeney K, Mende BG, Modi A, Kulcsár G, Kiss V, Czene A, Patay R, Endrődi A, Köhler K, Hajdu T, Szeniczey T, Dani J, Bernert Z, Hoole M, Cheronet O, Keating D, Velemínský P, Dobeš M, Candilio F, Brown F, Fernández RF, Herrero-Corral AM, Tusa S, Carnieri E, Lentini L, Valenti A, Zanini A, Waddington C, Delibes G, Guerra-Doce E, Neil B, Brittain M, Luke M, Mortimer R, Desideri J, Be… See abstract for full author list ➔ Olalde I, et al. Among authors: navarro lc. Nature. 2018 Mar 21;555(7697):543. doi: 10.1038/nature26164. Nature. 2018. PMID: 29565364
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