A community effort to assess and improve drug sensitivity prediction algorithms

James C Costello; Laura M Heiser; Elisabeth Georgii; Mehmet Gönen; Michael P Menden; Nicholas J Wang; Mukesh Bansal; Muhammad Ammad-ud-din; Petteri Hintsanen; Suleiman A Khan; John-Patrick Mpindi; Olli Kallioniemi; Antti Honkela; Tero Aittokallio; Krister Wennerberg; NCI DREAM Community; James J Collins; Dan Gallahan; Dinah Singer; Julio Saez-Rodriguez; Samuel Kaski; Joe W Gray; Gustavo Stolovitzky

doi:10.1038/nbt.2877

A community effort to assess and improve drug sensitivity prediction algorithms

James C Costello, Laura M Heiser, Elisabeth Georgii, Mehmet Gönen, Michael P Menden, Nicholas J Wang, Mukesh Bansal, Muhammad Ammad-ud-din, Petteri Hintsanen, Suleiman A Khan, John-Patrick Mpindi, Olli Kallioniemi, Antti Honkela, Tero Aittokallio, Krister Wennerberg, NCI DREAM Community, James J Collins, Dan Gallahan, Dinah Singer, Julio Saez-RodriguezSamuel Kaski, Joe W Gray, Gustavo Stolovitzky

Research output: Contribution to journal › Article › Scientific › peer-review

328 Citations (Scopus)

Original language	English
Pages (from-to)	1202-1212
Journal	NATURE BIOTECHNOLOGY
Volume	32
DOIs	https://doi.org/10.1038/nbt.2877
Publication status	Published - 2014
MoE publication type	A1 Journal article-refereed

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10.1038/nbt.2877

Cite this

Costello, J. C., Heiser, L. M., Georgii, E., Gönen, M., Menden, M. P., Wang, N. J., Bansal, M., Ammad-ud-din, M., Hintsanen, P., Khan, S. A., Mpindi, J-P., Kallioniemi, O., Honkela, A., Aittokallio, T., Wennerberg, K., Community, NCI. DREAM., Collins, J. J., Gallahan, D., Singer, D., ... Stolovitzky, G. (2014). A community effort to assess and improve drug sensitivity prediction algorithms. NATURE BIOTECHNOLOGY, 32, 1202-1212. https://doi.org/10.1038/nbt.2877

Costello, James C ; Heiser, Laura M ; Georgii, Elisabeth ; Gönen, Mehmet ; Menden, Michael P ; Wang, Nicholas J ; Bansal, Mukesh ; Ammad-ud-din, Muhammad ; Hintsanen, Petteri ; Khan, Suleiman A ; Mpindi, John-Patrick ; Kallioniemi, Olli ; Honkela, Antti ; Aittokallio, Tero ; Wennerberg, Krister ; Community, NCI DREAM ; Collins, James J ; Gallahan, Dan ; Singer, Dinah ; Saez-Rodriguez, Julio ; Kaski, Samuel ; Gray, Joe W ; Stolovitzky, Gustavo. / A community effort to assess and improve drug sensitivity prediction algorithms. In: NATURE BIOTECHNOLOGY. 2014 ; Vol. 32. pp. 1202-1212.

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title = "A community effort to assess and improve drug sensitivity prediction algorithms",

author = "Costello, {James C} and Heiser, {Laura M} and Elisabeth Georgii and Mehmet G{\"o}nen and Menden, {Michael P} and Wang, {Nicholas J} and Mukesh Bansal and Muhammad Ammad-ud-din and Petteri Hintsanen and Khan, {Suleiman A} and John-Patrick Mpindi and Olli Kallioniemi and Antti Honkela and Tero Aittokallio and Krister Wennerberg and Community, {NCI DREAM} and Collins, {James J} and Dan Gallahan and Dinah Singer and Julio Saez-Rodriguez and Samuel Kaski and Gray, {Joe W} and Gustavo Stolovitzky",

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year = "2014",

doi = "10.1038/nbt.2877",

language = "English",

volume = "32",

pages = "1202--1212",

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Costello, JC, Heiser, LM, Georgii, E, Gönen, M, Menden, MP, Wang, NJ, Bansal, M, Ammad-ud-din, M, Hintsanen, P, Khan, SA, Mpindi, J-P, Kallioniemi, O, Honkela, A, Aittokallio, T, Wennerberg, K, Community, NCIDREAM, Collins, JJ, Gallahan, D, Singer, D, Saez-Rodriguez, J, Kaski, S, Gray, JW & Stolovitzky, G 2014, 'A community effort to assess and improve drug sensitivity prediction algorithms', NATURE BIOTECHNOLOGY, vol. 32, pp. 1202-1212. https://doi.org/10.1038/nbt.2877

A community effort to assess and improve drug sensitivity prediction algorithms. / Costello, James C; Heiser, Laura M; Georgii, Elisabeth; Gönen, Mehmet; Menden, Michael P; Wang, Nicholas J; Bansal, Mukesh; Ammad-ud-din, Muhammad; Hintsanen, Petteri; Khan, Suleiman A; Mpindi, John-Patrick; Kallioniemi, Olli; Honkela, Antti; Aittokallio, Tero; Wennerberg, Krister; Community, NCI DREAM; Collins, James J; Gallahan, Dan; Singer, Dinah; Saez-Rodriguez, Julio; Kaski, Samuel; Gray, Joe W; Stolovitzky, Gustavo.

In: NATURE BIOTECHNOLOGY, Vol. 32, 2014, p. 1202-1212.

Research output: Contribution to journal › Article › Scientific › peer-review

TY - JOUR

T1 - A community effort to assess and improve drug sensitivity prediction algorithms

AU - Costello, James C

AU - Heiser, Laura M

AU - Georgii, Elisabeth

AU - Gönen, Mehmet

AU - Menden, Michael P

AU - Wang, Nicholas J

AU - Bansal, Mukesh

AU - Ammad-ud-din, Muhammad

AU - Hintsanen, Petteri

AU - Khan, Suleiman A

AU - Mpindi, John-Patrick

AU - Kallioniemi, Olli

AU - Honkela, Antti

AU - Aittokallio, Tero

AU - Wennerberg, Krister

AU - Community, NCI DREAM

AU - Collins, James J

AU - Gallahan, Dan

AU - Singer, Dinah

AU - Saez-Rodriguez, Julio

AU - Kaski, Samuel

AU - Gray, Joe W

AU - Stolovitzky, Gustavo

N1 - VK: triton coin hiit

PY - 2014

Y1 - 2014

U2 - 10.1038/nbt.2877

DO - 10.1038/nbt.2877

M3 - Article

VL - 32

SP - 1202

EP - 1212

JO - NATURE BIOTECHNOLOGY

JF - NATURE BIOTECHNOLOGY

SN - 1087-0156

ER -