q-Diffusion leverages the full dimensionality of gene coexpression in single-cell transcriptomics
- Citation:
- Commun Biol vol 7
- Year:
- 2024
- Type:
- Manuscript
- Funding:
- NCTN
- Endpoint:
- Secondary-not-in-original
- Analysis:
- Primary
- Data Sharing:
- Alliance-data-source,-external-user
- Status:
- Presented/Published
- Citation Status:
- epub
- Note:
- Methodological:
- No
- Biospecimen:
- No
- SDC:
- No
- Book Volume:
- Parents:
- None
- Children:
- None
- Pharmas:
- Grants:
- U10CA180821 and U10CA180882 (to the Alliance for Clinical Trials in Oncology), P30CA014089, UG1CA180830 and U10CA180888 (SWOG), Ming Hsieh research fund, and Defense Advanced Research Projects Agency (DARPA) and Army Research Office (ARO) under Contract No. W911NF-21-C-0002
- Corr. Author:
- Authors:
- Myrl G. Marmarelis Russell Littman Francesca Battaglin Donna Niedzwiecki Alan Venook Jose-Luis Ambite Aram Galstyan Heinz-Josef Lenz Greg Ver Steeg
- Networks:
- CA011, CA824
- Study
- Alliance-A152001
- Multiple Studies, or Legacy Studies in Alliance Study:
- CALGB-80405
- Phases:
- N/A, 3
- Keywords:
- Machine learning, Statistical methods, Predictive markers, Transcriptomics, Predictive medicine