A community effort to optimize sequence-based deep learning models of gene regulation
- Abdul Muntakim Rafi
- Daria Nogina
- et al.
- 2024
- Nature Biotechnology
Paper
Publications
13 results for Yuanfang Guan
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
PaperBenchmarked approaches for reconstruction of in vitro cell lineages and in silico models of C. elegans and M. musculus developmental trees
- Wuming Gong
- Alejandro A. Granados
- et al.
- 2021
- Cell Systems
PaperA community challenge to evaluate RNA-seq, fusion detection, and isoform quantification methods for cancer discovery
- Allison Creason
- David Haan
- et al.
- 2021
- Cell Systems
PaperCrowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth
- Adi L. Tarca
- Bálint Ármin Pataki
- et al.
- 2021
- Cell Reports Medicine
PaperCrowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge
- Solveig K. Sieberts
- Jennifer Schaff
- et al.
- 2021
- npj Digital Medicine
PaperCommunity Assessment of the Predictability of Cancer Protein and Phosphoprotein Levels from Genomics and Transcriptomics
- Mi Yang
- Francesca Petralia
- et al.
- 2020
- Cell Systems
PaperEvaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms
- Thomas Schaffter
- Diana S.M. Buist
- et al.
- 2020
- JAMA network open
PaperAssessment of network module identification across complex diseases
- Sarvenaz Choobdar
- Mehmet Eren Ahsen
- et al.
- 2019
- Nature Methods
PaperCommunity assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
- Michael P. Menden
- Dennis Wang
- et al.
- 2019
- Nature Communications
Paper