DREAM Publications
October 2, 2014

PUBLICATIONS

DREAM Challenge Participant Publications

May 27, 2016

2016 Publications

Guinney J, Wang T, et. al.; Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data; The Lancet Oncology: (2016); (doi:10.1016/S1470-2045(16)30560-5)

Allen, G, et al;  Crowdsourced estimation of cognitive decline and resilience in Alzheimer’s disease; Alzheimer’s & Dementia 12 (2016) 645-653; (doi:10.1016/j.jalz.2016.02.006)

Nat_Rev_Cover_Aug_16Saez-Rodriguez J, Costello J, Friend S, Kellen M, Mangravite L, Meyer P, Norman T, Stolovitzky G; Crowdsourcing biomedical research: leveraging communities as innovation engines; Nature Reviews Genetics; 17; 470–486 (2016) (doi:10.1038/nrg.2016.69)

Hill S,  Heiser L, et al Inferring causal molecular networks: empirical assessment through a community based effort Nature Methods, 13, 310–318 (2016) (doi:10.1038/nmeth.3773)

Cokelaer T, Bansal M, Bare C et al. DREAMTools: a Python package for scoring collaborative challenges [version 2; referees: 1 approved, 2 approved with reservations]. F1000Research 2016, 4:1030  (doi: 10.12688/f1000research.7118.2)

Noren DP, Long BL, Norel R, Rrhissorrakrai K, Hess K, et al. (2016) A Crowdsourcing Approach to Developing and Assessing Prediction Algorithms for AML Prognosis. PLoS Comput Biol 12(6): e1004890. (doi: 10.1371/journal.pcbi.1004890)