Concepedia

F. William Townes

FW

11

Publications

1.5K

Citations

11

H-Index

2015

Active since

Affiliations

Harvard University(Current)

Princeton University

Dana-Farber Cancer Institute

Carnegie Mellon University

Stanford University

F. William Townes is an author at Harvard University specializing in medicine, single-cell genomics, and gene expression.

Top concepts

MedicineGeneticsGenomicsBioinformaticsRna SequencingGene ExpressionSystems BiologyFunctional GenomicsSingle-cell AnalysisSingle-cell Genomics

Publications per year

2015–2023

11

Publications

11

Missing data and technical variability in single-cell RNA-sequencing experiments

Stephanie C. Hicks, F. William Townes, Mingxiang Teng et al. · Biostatistics · 2017 · 597 citations · Full text

Scrna-seq Data, Functional Genomics, Scrna-seq Technology +15

Feature selection and dimension reduction for single-cell RNA-Seq based on a multinomial model

F. William Townes, Stephanie C. Hicks, Martin J. Aryee et al. · Genome biology · 2019 · 513 citations · Full text

Nonnegative spatial factorization applied to spatial genomics

F. William Townes, Barbara E. Engelhardt · Nature Methods · 2022 · 103 citations · Full text

Alignment of spatial genomics data using deep Gaussian processes

Andrew Jones, F. William Townes, Didong Li et al. · Nature Methods · 2023 · 82 citations · Full text

Feature Selection and Dimension Reduction for Single Cell RNA-Seq based on a Multinomial Model

F. William Townes, Stephanie C. Hicks, Martin J. Aryee et al. · 2019 · 56 citations · Full text

Engineering, Genetics, Feature Selection +22

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