Concepedia

Justin Hong

JH

7

Publications

429

Citations

7

H-Index

2019

Active since

Affiliations

University of California, Berkeley(Current)

Columbia University

Chan Zuckerberg Initiative (United States)

Technical University of Munich

Helmholtz Zentrum München

Justin Hong is an author at University of California, Berkeley specializing in engineering, medicine, and biostatistics.

Top concepts

EngineeringMedicineCell BiologyBiostatisticsBioinformaticsSystems BiologyFunctional GenomicsSingle-cell AnalysisComputational BiologyGenomics

Publications per year

2019–2025

7

Publications

7

Robust Federated Learning in a Heterogeneous Environment

Avishek Ghosh, Justin Hong, Dong Yin et al. · arXiv (Cornell University) · 2019 · 150 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +15

Deep generative modeling of transcriptional dynamics for RNA velocity analysis in single cells

Adam Gayoso, Philipp Weiler, Mohammad Lotfollahi et al. · Nature Methods · 2023 · 102 citations · Full text

Likelihood-based deconvolution of bulk gene expression data using single-cell references

Dan D. Erdmann-Pham, Jonathan Fischer, Justin Hong et al. · Genome Research · 2021 · 48 citations · Full text

Engineering, Multiomics, Cell Type Mixtures +17

Mapping multimodal phenotypes to perturbations in cells and tissue with CRISPRmap

Jiacheng Gu, Abhishek Iyer, Ben Wesley et al. · Nature Biotechnology · 2024 · 40 citations · Full text

Deep generative modeling of transcriptional dynamics for RNA velocity analysis in single cells

Adam Gayoso, Philipp Weiler, Mohammad Lotfollahi et al. · 2022 · 33 citations · Full text

Engineering, Single Cells, Transcriptomics Technology +21

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