Single Cell Signaling in Breast Cancer
Launch: August 2, 2019 (now open)
Webinar: August 20, 2019
This challenges uses genomic, transcriptomic, and proteomic measurements to evaluate signaling responses of 67 well-characterized breast cell lines to drug treatment at the single-cell level to better understand single-cell signaling and signaling modeling.
Tumor Deconvolution DREAM Challenge
Preterm Birth Prediction: Transciptomics DREAM Challenge
Sub-challenge 1: May 4-Aug 15, 2019 (closed)
Top performers announced: September 13, 2019
Sub-challenge 2: Aug 15, 2019 - Dec 5, 2019 (Register now)
Top performers announced: January 3, 2020
Using whole blood gene expression data collected from pregnant women, participants will develop models to predict gestational age at blood draw and risk of preterm birth.
Malaria DREAM Challenge
Launch: April 30, 2019 (Challenge open now!)
Final Submissions: August 1, 2019
Top performers announced: September 1, 2019
The Malaria DREAM Challenge focuses on the infectious disease agent, malaria, with the goal of predicting the changing biology of Art-resistant malaria. The Challenge is open to anyone interested in contributing to the development of computational models that address important problems in advancing the fight against malaria.
The EHR DREAM Challenge
May 6, 2019 (Pre-registration open)
The goals of the EHR DREAM Challenge are to prospectively predict patient health outcomes in order to 1) lower the barriers to piloting innovative machine learning and data science methods in healthcare, 2) establish clinically relevant prediction benchmarks and evaluation metrics, and 3) minimize the distance between model developers and the clinic to reduce the time for model implementation.
If you have an idea for a DREAM challenge, please contact us here.