Multivariate feature ranking of gene expression data

Autor: Jiménez, Fernando, Sánchez, Gracia, Palma, José, Miralles-Pechuán, Luis, Botía, Juan

Gene expression datasets are usually of high dimensionality and therefore require efficient and effective methods for identifying the relative importance of their attributes. Due to the huge size of the search space of the possible solutions, the att

Externí odkaz: http://arxiv.org/abs/2111.02357

GenoML: Automated Machine Learning for Genomics

Autor: Makarious, Mary B., Leonard, Hampton L., Vitale, Dan, Iwaki, Hirotaka, Saffo, David, Sargent, Lana, Dadu, Anant, Castaño, Eduardo Salmerón, Carter, John F., Maleknia, Melina, Botia, Juan A., Blauwendraat, Cornelis, Campbell, Roy H., Hashemi, Sayed Hadi, Singleton, Andrew B., Nalls, Mike A., Faghri, Faraz

GenoML is a Python package automating machine learning workflows for genomics (genetics and multi-omics) with an open science philosophy. Genomics data require significant domain expertise to clean, pre-process, harmonize and perform quality control

Externí odkaz: http://arxiv.org/abs/2103.03221

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Identification of novel risk loci, causal insights, and heritable risk for Parkinson's disease: a meta-analysis of genome-wide association studies

Autor: Adarmes-Gómez, Astrid D, Aguilar, Miquel, Aitkulova, Akbota, Akhmetzhanov, Vadim, Alcalay, Roy N, Alvarez, Ignacio, Alvarez, Victoria, Bandres-Ciga, Sara, Barrero, Francisco Javier, Bergareche Yarza, Jesús Alberto, Bernal-Bernal, Inmaculada, Billingsley, Kimberley, Blauwendraat, Cornelis, Blazquez, Marta, Bonilla-Toribio, Marta, Botía, Juan A, Boungiorno, María Teresa, Bras, Jose, Brice, Alexis, Brockmann, Kathrin, Bubb, Vivien, Buiza-Rueda, Dolores, Cámara, Ana, Carrillo, Fátima, Carrión-Claro, Mario, Cerdan, Debora, Chelban, Viorica, Clarimón, Jordi, Clarke, Carl, Compta, Yaroslau, Cookson, Mark R, Corvol, Jean-Christophe, Craig, David W, Danjou, Fabrice, Diez-Fairen, Monica, Dols-Icardo, Oriol, Duarte, Jacinto, Duran, Raquel, Escamilla-Sevilla, Francisco, Escott-Price, Valentina, Ezquerra, Mario, Faghri, Faraz, Feliz, Cici, Fernández, Manel, Fernández-Santiago, Rubén, Finkbeiner, Steven, Foltynie, Thomas, Gan-Or, Ziv, Garcia, Ciara, García-Ruiz, Pedro, Gasser, Thomas, Gibbs, J Raphael, Gomez Heredia, Maria Jose, Gómez-Garre, Pilar, González, Manuel Menéndez, Gonzalez-Aramburu, Isabel, Guelfi, Sebastian, Guerreiro, Rita, Hardy, John, Hassin-Baer, Sharon, Hernandez, Dena G, Heutink, Peter, Hoenicka, Janet, Holmans, Peter, Houlden, Henry, Infante, Jon, Iwaki, Hirotaka, Jesús, Silvia, Jimenez-Escrig, Adriano, Kaishybayeva, Gulnaz, Kaiyrzhanov, Rauan, Karimova, Altynay, Kia, Demis A, Kinghorn, Kerri J, Koks, Sulev, Krohn, Lynne, Kulisevsky, Jaime, Labrador-Espinosa, Miguel A, Leonard, Hampton L, Lesage, Suzanne, Lewis, Patrick, Lopez-Sendon, Jose Luis, Lovering, Ruth, Lubbe, Steven, Lungu, Codrin, Macias, Daniel, Majamaa, Kari, Manzoni, Claudia, Marín, Juan, Marinus, Johan, Marti, Maria Jose, Martinez, Maria, Martínez Torres, Irene, Martínez-Castrillo, Juan Carlos, Mata, Marina, Mencacci, Niccolo E, Méndez-del-Barrio, Carlota, Middlehurst, Ben, Mínguez, Adolfo, Mir, Pablo, Mok, Kin Y, Morris, Huw R, Muñoz, Esteban, Nalls, Mike A, Narendra, Derek, Noyce, Alastair J, Ojo, Oluwadamilola O, Okubadejo, Njideka U, Pagola, Ana Gorostidi, Pastor, Pau, Perez Errazquin, Francisco, Periñán-Tocino, Teresa, Pihlstrom, Lasse, Plun-Favreau, Helene, Quinn, John, R'Bibo, Lea, Reed, Xylena, Rezola, Elisabet Mondragon, Rizig, Mie, Rizzu, Patrizia, Robak, Laurie, Rodriguez, Antonio Sanchez, Rouleau, Guy A, Ruiz-Martínez, Javier, Ruz, Clara, Ryten, Mina, Sadykova, Dinara, Scholz, Sonja W, Schreglmann, Sebastian, Schulte, Claudia, Sharma, Manu, Shashkin, Chingiz, Shulman, Joshua M, Sierra, María, Siitonen, Ari, Simón-Sánchez, Javier, Singleton, Andrew B, Suarez-Sanmartin, Esther, Taba, Pille, Tabernero, Cesar, Tan, Manuela X, Tartari, Juan Pablo, Tejera-Parrado, Cristina, Toft, Mathias, Tolosa, Eduard, Trabzuni, Daniah, Valldeoriola, Francesc, van Hilten, Jacobus J, Van Keuren-Jensen, Kendall, Vargas-González, Laura, Vela, Lydia, Vives, Francisco, Williams, Nigel, Wood, Nicholas W, Zharkinbekova, Nazira, Zharmukhanov, Zharkyn, Zholdybayeva, Elena, Zimprich, Alexander, Ylikotila, Pauli, Shulman, Lisa M., von Coelln, Rainer, Reich, Stephen, Savitt, Joseph, Agee, Michelle, Alipanahi, Babak, Auton, Adam, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Fontanillas, Pierre, Furlotte, Nicholas A., Huber, Karen E., Hicks, Barry, Jewett, Ethan M., Jiang, Yunxuan, Kleinman, Aaron, Lin, Keng-Han, Litterman, Nadia K., McCreight, Jennifer C., McIntyre, Matthew H., McManus, Kimberly F., Mountain, Joanna L., Noblin, Elizabeth S., Northover, Carrie A.M., Pitts, Steven J., Poznik, G. David, Sathirapongsasuti, J. Fah, Shelton, Janie F., Shringarpure, Suyash, Tian, Chao, Tung, Joyce, Vacic, Vladimir, Wang, Xin, Wilson, Catherine H., Anderson, Tim, Bentley, Steven, Dalrymple-Alford, John, Fowdar, Javed, Gratten, Jacob, Halliday, Glenda, Henders, Anjali K., Hickie, Ian, Kassam, Irfahan, Kennedy, Martin, Kwok, John, Lewis, Simon, Mellick, George, Montgomery, Grant, Pearson, John, Pitcher, Toni, Sidorenko, Julia, Silburn, Peter A., Vallerga, Costanza L., Visscher, Peter M., Wallace, Leanne, Wray, Naomi R., Xue, Angli, Yang, Jian, Zhang, Futao, Vallerga, Costanza L ^*, Heilbron, Karl ^*, Chang, Diana ^*, Tan, Manuela, Young, Emily, Pihlstrøm, Lasse, Leonard, Hampton, Botia, Juan A, Jankovic, Joseph, Shulman, Lisa M, Sutherland, Margaret, Tienari, Pentti, Andreassen, Ole A, Bangale, Tushar, Hinds, David A, Hardy, John A, Visscher, Peter M, Graham, Robert R

Publikováno v: In The Lancet Neurology December 2019 18(12):1091-1102

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.