A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis
- Dongmei Sun
- Thanh M. Nguyen
- et al.
- 2022
- JAMA network open
Publications
11 results for Justin Guinney
A community challenge to evaluate RNA-seq, fusion detection, and isoform quantification methods for cancer discovery
- Allison Creason
- David Haan
- et al.
- 2021
- Cell Systems
Crowdsourced mapping of unexplored target space of kinase inhibitors
- Anna Cichońska
- Balaguru Ravikumar
- et al.
- 2021
- Nature Communications
Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data
- Jovan Tanevski
- Thin Nguyen
- et al.
- 2020
- Life Science Alliance
Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms
- Thomas Schaffter
- Diana S.M. Buist
- et al.
- 2020
- JAMA network open
Reproducible biomedical benchmarking in the cloud: Lessons from crowd-sourced data challenges
- Kyle Ellrott
- Alex Buchanan
- et al.
- 2019
- Genome Biology
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
- Michael P. Menden
- Dennis Wang
- et al.
- 2019
- Nature Communications
Combining accurate tumor genome simulation with crowdsourcing to benchmark somatic structural variant detection
- Anna Y. Lee
- Adam D. Ewing
- et al.
- 2018
- Genome Biology
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
- Justin Guinney
- Tao Wang
- et al.
- 2017
- The Lancet Oncology
A DREAM challenge to build prediction models for short-term discontinuation of docetaxel in metastatic castration- resistant prostate cancer
- Fatemeh Seyednasrollah
- Devin C. Koestler
- et al.
- 2017
- JCO CCI