A community effort to assess and improve drug sensitivity prediction algorithms

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

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalNature Biotechnology
Volume32
Issue number12
Pages (from-to)1202-U57
Number of pages13
ISSN1087-0156
DOIs
Publication statusPublished - Dec 2014
MoE publication typeA1 Journal article-refereed

Fields of Science

  • CANCER CELL-LINES
  • BREAST-CANCER
  • GENES
  • ARRAY
  • IDENTIFICATION
  • ENCYCLOPEDIA
  • SIGNATURES
  • DISCOVERY
  • INFERENCE
  • RESPONSES
  • 3111 Biomedicine
  • 113 Computer and information sciences

Cite this

Costello, J. C., Heiser, L. M., Georgii, E., Gonen, M., Menden, M. P., Wang, N. J., ... NCI DREAM Community (2014). A community effort to assess and improve drug sensitivity prediction algorithms. Nature Biotechnology, 32(12), 1202-U57. https://doi.org/10.1038/nbt.2877
Costello, James C. ; Heiser, Laura M. ; Georgii, Elisabeth ; Gonen, Mehmet ; Menden, Michael P. ; Wang, Nicholas J. ; Bansal, Mukesh ; Ammad-ud-din, Muhammad ; Hintsanen, Petteri ; Khan, Suleiman Ali ; Mpindi, John-Patrick ; Kallioniemi, Olli ; Honkela, Antti ; Aittokallio, Tero ; Wennerberg, Krister ; Collins, James J. ; Gallahan, Dan ; Singer, Dinah ; Saez-Rodriguez, Julio ; Kaski, Samuel ; Gray, Joe W. ; Stolovitzky, Gustavo ; NCI DREAM Community. / A community effort to assess and improve drug sensitivity prediction algorithms. In: Nature Biotechnology. 2014 ; Vol. 32, No. 12. pp. 1202-U57.
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title = "A community effort to assess and improve drug sensitivity prediction algorithms",
keywords = "CANCER CELL-LINES, BREAST-CANCER, GENES, ARRAY, IDENTIFICATION, ENCYCLOPEDIA, SIGNATURES, DISCOVERY, INFERENCE, RESPONSES, 3111 Biomedicine, 113 Computer and information sciences",
author = "Costello, {James C.} and Heiser, {Laura M.} and Elisabeth Georgii and Mehmet Gonen and Menden, {Michael P.} and Wang, {Nicholas J.} and Mukesh Bansal and Muhammad Ammad-ud-din and Petteri Hintsanen and Khan, {Suleiman Ali} and John-Patrick Mpindi and Olli Kallioniemi and Antti Honkela and Tero Aittokallio and Krister Wennerberg and Collins, {James J.} and Dan Gallahan and Dinah Singer and Julio Saez-Rodriguez and Samuel Kaski and Gray, {Joe W.} and Gustavo Stolovitzky and {NCI DREAM Community}",
year = "2014",
month = "12",
doi = "10.1038/nbt.2877",
language = "English",
volume = "32",
pages = "1202--U57",
journal = "Nature Biotechnology",
issn = "1087-0156",
publisher = "Nature Publishing Group",
number = "12",

}

Costello, JC, Heiser, LM, Georgii, E, Gonen, 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, Collins, JJ, Gallahan, D, Singer, D, Saez-Rodriguez, J, Kaski, S, Gray, JW, Stolovitzky, G & NCI DREAM Community 2014, 'A community effort to assess and improve drug sensitivity prediction algorithms', Nature Biotechnology, vol. 32, no. 12, pp. 1202-U57. 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; Gonen, Mehmet; Menden, Michael P.; Wang, Nicholas J.; Bansal, Mukesh; Ammad-ud-din, Muhammad; Hintsanen, Petteri; Khan, Suleiman Ali; Mpindi, John-Patrick; Kallioniemi, Olli; Honkela, Antti; Aittokallio, Tero; Wennerberg, Krister; Collins, James J.; Gallahan, Dan; Singer, Dinah; Saez-Rodriguez, Julio; Kaski, Samuel; Gray, Joe W.; Stolovitzky, Gustavo; NCI DREAM Community.

In: Nature Biotechnology, Vol. 32, No. 12, 12.2014, p. 1202-U57.

Research output: Contribution to journalArticleScientificpeer-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 - Gonen, Mehmet

AU - Menden, Michael P.

AU - Wang, Nicholas J.

AU - Bansal, Mukesh

AU - Ammad-ud-din, Muhammad

AU - Hintsanen, Petteri

AU - Khan, Suleiman Ali

AU - Mpindi, John-Patrick

AU - Kallioniemi, Olli

AU - Honkela, Antti

AU - Aittokallio, Tero

AU - Wennerberg, Krister

AU - Collins, James J.

AU - Gallahan, Dan

AU - Singer, Dinah

AU - Saez-Rodriguez, Julio

AU - Kaski, Samuel

AU - Gray, Joe W.

AU - Stolovitzky, Gustavo

AU - NCI DREAM Community

PY - 2014/12

Y1 - 2014/12

KW - CANCER CELL-LINES

KW - BREAST-CANCER

KW - GENES

KW - ARRAY

KW - IDENTIFICATION

KW - ENCYCLOPEDIA

KW - SIGNATURES

KW - DISCOVERY

KW - INFERENCE

KW - RESPONSES

KW - 3111 Biomedicine

KW - 113 Computer and information sciences

U2 - 10.1038/nbt.2877

DO - 10.1038/nbt.2877

M3 - Article

VL - 32

SP - 1202-U57

JO - Nature Biotechnology

JF - Nature Biotechnology

SN - 1087-0156

IS - 12

ER -

Costello JC, Heiser LM, Georgii E, Gonen M, Menden MP, Wang NJ et al. A community effort to assess and improve drug sensitivity prediction algorithms. Nature Biotechnology. 2014 Dec;32(12):1202-U57. https://doi.org/10.1038/nbt.2877