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pro vyhledávání: '"Bellón, Víctor"'
Classifiers based on probabilistic graphical models are very effective. In continuous domains, maximum likelihood is usually used to assess the predictions of those classifiers. When data is scarce, this can easily lead to overfitting. In any probabi
Externí odkaz:
http://arxiv.org/abs/1308.6181
Autor:
Sieberts, Solveig K., Zhu, Fan, García-García, Javier, Stahl, Eli, Pratap, Abhishek, Pandey, Gaurav, Pappas, Dimitrios, Aguilar, Daniel, Anton, Bernat, Bonet, Jaume, Eksi, Ridvan, Fornés, Oriol, Guney, Emre, Li, Hongdong, Marín, Manuel Alejandro, Panwar, Bharat, Planas-Iglesias, Joan, Poglayen, Daniel, Cui, Jing, Falcao, Andre O., Suver, Christine, Hoff, Bruce, Balagurusamy, Venkat S. K., Dillenberger, Donna, Neto, Elias Chaibub, Norman, Thea, Aittokallio, Tero, Ammad-ud-din, Muhammad, Azencott, Chloe-Agathe, Bellón, Víctor, Boeva, Valentina, Bunte, Kerstin, Chheda, Himanshu, Cheng, Lu, Corander, Jukka, Dumontier, Michel, Goldenberg, Anna, Gopalacharyulu, Peddinti, Hajiloo, Mohsen, Hidru, Daniel, Jaiswal, Alok, Kaski, Samuel, Khalfaoui, Beyrem, Khan, Suleiman Ali, Kramer, Eric R., Marttinen, Pekka, Mezlini, Aziz M., Molparia, Bhuvan, Pirinen, Matti, Saarela, Janna, Samwald, Matthias, Stoven, Véronique, Tang, Hao, Tang, Jing, Torkamani, Ali, Vert, Jean-Phillipe, Wang, Bo, Wang, Tao, Wennerberg, Krister, Wineinger, Nathan E., Xiao, Guanghua, Xie, Yang, Yeung, Rae, Zhan, Xiaowei, Zhao, Cheng, Calaza, Manuel, Elmarakeby, Haitham, Heath, Lenwood S., Long, Quan, Moore, Jonathan D., Opiyo, Stephen Obol, Savage, Richard S., Zhu, Jun, Greenberg, Jeff, Kremer, Joel, Michaud, Kaleb, Barton, Anne, Coenen, Marieke, Mariette, Xavier, Miceli, Corinne, Shadick, Nancy, Weinblatt, Michael, de Vries, Niek, Tak, Paul P., Gerlag, Danielle, Huizinga, Tom W. J., Kurreeman, Fina, Allaart, Cornelia F., Louis Bridges Jr., S., Criswell, Lindsey, Moreland, Larry, Klareskog, Lars, Saevarsdottir, Saedis, Padyukov, Leonid, Gregersen, Peter K., Friend, Stephen, Plenge, Robert, Stolovitzky, Gustavo, Oliva, Baldo, Guan, Yuanfang, Mangravite, Lara M., Bridges, S. Louis
Publikováno v:
Nature Communications, 7:12460 (2016). Nature Publishing Group
Recercat. Dipósit de la Recerca de Catalunya
instname
Nature communications, 7. Nature Publishing Group
Nature Communications
Nature Communications, 2016, 7, pp.12460. ⟨10.1038/ncomms12460⟩
Nature Communications, 7:12460. Nature Publishing Group
Nature Communications, Nature Publishing Group, 2016, 7, pp.12460. ⟨10.1038/ncomms12460⟩
Nature Communications, Vol 7, Iss 1, Pp 1-10 (2016)
Nature Communications, 7
Sieberts, S K, Zhu, F, García-García, J, Stahl, E, Pratap, A, Pandey, G, Pappas, D, Aguilar, D, Anton, B, Bonet, J, Eksi, R, Fornés, O, Guney, E, Li, H, Marín, M A, Panwar, B, Planas-Iglesias, J, Poglayen, D, Cui, J, Falcao, A O, Suver, C, Hoff, B, Balagurusamy, V S K, Dillenberger, D, Neto, E C, Norman, T, Aittokallio, T, Ammad-Ud-Din, M, Azencott, C A, Bellón, V, Boeva, V, Bunte, K, Chheda, H, Cheng, L, Corander, J, Dumontier, M, Goldenberg, A, Gopalacharyulu, P, Hajiloo, M, Hidru, D, Jaiswal, A, Kaski, S, Khalfaoui, B, Khan, S A, Kramer, E R, Marttinen, P, Mezlini, A M, Molparia, B, Pirinen, M, Saarela, J, Samwald, M, Stoven, V, Tang, H, Tang, J, Torkamani, A, Vert, J P, Wang, B, Wang, T, Wennerberg, K, Wineinger, N E, Xiao, G, Xie, Y, Yeung, R, Zhan, X, Zhao, C, Greenberg, J, Kremer, J, Michaud, K, Barton, A, Coenen, M, Mariette, X, Miceli, C, Shadick, N, Weinblatt, M, De Vries, N, Tak, P P, Gerlag, D, Huizinga, T W J, Kurreeman, F, Allaart, C F, Louis Bridges, S, Criswell, L, Moreland, L, Klareskog, L, Saevarsdottir, S, Padyukov, L, Gregersen, P K, Friend, S, Plenge, R, Stolovitzky, G, Oliva, B, Guan, Y & Mangravite, L M 2016, ' Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis ', Nature Communications, vol. 7, 12460 . https://doi.org/10.1038/ncomms12460
Recercat. Dipósit de la Recerca de Catalunya
instname
Nature communications, 7. Nature Publishing Group
Nature Communications
Nature Communications, 2016, 7, pp.12460. ⟨10.1038/ncomms12460⟩
Nature Communications, 7:12460. Nature Publishing Group
Nature Communications, Nature Publishing Group, 2016, 7, pp.12460. ⟨10.1038/ncomms12460⟩
Nature Communications, Vol 7, Iss 1, Pp 1-10 (2016)
Nature Communications, 7
Sieberts, S K, Zhu, F, García-García, J, Stahl, E, Pratap, A, Pandey, G, Pappas, D, Aguilar, D, Anton, B, Bonet, J, Eksi, R, Fornés, O, Guney, E, Li, H, Marín, M A, Panwar, B, Planas-Iglesias, J, Poglayen, D, Cui, J, Falcao, A O, Suver, C, Hoff, B, Balagurusamy, V S K, Dillenberger, D, Neto, E C, Norman, T, Aittokallio, T, Ammad-Ud-Din, M, Azencott, C A, Bellón, V, Boeva, V, Bunte, K, Chheda, H, Cheng, L, Corander, J, Dumontier, M, Goldenberg, A, Gopalacharyulu, P, Hajiloo, M, Hidru, D, Jaiswal, A, Kaski, S, Khalfaoui, B, Khan, S A, Kramer, E R, Marttinen, P, Mezlini, A M, Molparia, B, Pirinen, M, Saarela, J, Samwald, M, Stoven, V, Tang, H, Tang, J, Torkamani, A, Vert, J P, Wang, B, Wang, T, Wennerberg, K, Wineinger, N E, Xiao, G, Xie, Y, Yeung, R, Zhan, X, Zhao, C, Greenberg, J, Kremer, J, Michaud, K, Barton, A, Coenen, M, Mariette, X, Miceli, C, Shadick, N, Weinblatt, M, De Vries, N, Tak, P P, Gerlag, D, Huizinga, T W J, Kurreeman, F, Allaart, C F, Louis Bridges, S, Criswell, L, Moreland, L, Klareskog, L, Saevarsdottir, S, Padyukov, L, Gregersen, P K, Friend, S, Plenge, R, Stolovitzky, G, Oliva, B, Guan, Y & Mangravite, L M 2016, ' Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis ', Nature Communications, vol. 7, 12460 . https://doi.org/10.1038/ncomms12460
Rheumatoid arthritis (RA) affects millions world-wide. While anti-TNF treatment is widely used to reduce disease progression, treatment fails in ∼one-third of patients. No biomarker currently exists that identifies non-responders before treatment.
Akademický článek
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Publikováno v:
Biocomputing 2016 - Proceedings of the Pacific Symposium; 2015, p261-272, 12p
Autor:
Sieberts SK, Zhu F, García-García J, Stahl E, Pratap A, Pandey G, Pappas D, Aguilar D, Anton B, Bonet J, Eksi R, Fornés O, Guney E, Li H, Marín MA, Panwar B, Planas-Iglesias J, Poglayen D, Cui J, Falcao AO, Suver C, Hoff B, Balagurusamy VSK, Dillenberger D, Neto EC, Norman T, Aittokallio T, Ammad-Ud-Din M, Azencott CA, Bellón V, Boeva V, Bunte K, Chheda H, Cheng L, Corander J, Dumontier M, Goldenberg A, Gopalacharyulu P, Hajiloo M, Hidru D, Jaiswal A, Kaski S, Khalfaoui B, Khan SA, Kramer ER, Marttinen P, Mezlini AM, Molparia B, Pirinen M, Saarela J, Samwald M, Stoven V, Tang H, Tang J, Torkamani A, Vert JP, Wang B, Wang T, Wennerberg K, Wineinger NE, Xiao G, Xie Y, Yeung R, Zhan X, Zhao C, Greenberg J, Kremer J, Michaud K, Barton A, Coenen M, Mariette X, Miceli C, Shadick N, Weinblatt M, de Vries N, Tak PP, Gerlag D, Huizinga TWJ, Kurreeman F, Allaart CF, Bridges SL Jr, Criswell L, Moreland L, Klareskog L, Saevarsdottir S, Padyukov L, Gregersen PK, Friend S, Plenge R, Stolovitzky G, Oliva B, Guan Y, Mangravite LM
Publikováno v:
Nature communications [Nat Commun] 2016 Oct 10; Vol. 7, pp. 13205. Date of Electronic Publication: 2016 Oct 10.
Autor:
Bellón V; MINES ParisTech, PSL-Research University, CBIO-Centre for Computational Biology, 35 rue St Honoré 77300 Fontainebleau, France2Institut Curie, 75248 Paris Cedex 05, France3INSERM U900, 75248 Paris Cedex 05, France, victor.bellon@mines-paristech.fr., Stoven V, Azencott CA
Publikováno v:
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing [Pac Symp Biocomput] 2016; Vol. 21, pp. 261-72.