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Author Details
Full Name
David Van Valen
Affiliation
California Institute of Technology, USA. institute of technology.edu.
ORCID
Career Start Year
2009
Papers
20
H Index
12
Expertise
CM4AI Collaborator
Emma Lundberg (CM4AI)
PMID
Paper Title
Journal Title
Published Year
37732188
Accurate single-molecule spot detection for image-based spatial transcriptomics with weakly supervised deep learning.
bioRxiv
2024
38045277
A Foundation Model for Cell Segmentation.
bioRxiv
2024
37434003
Scaling biological discovery at the interface of deep learning and cellular imaging.
Nat Methods
2023
37734323
A microwell platform for high-throughput longitudinal phenotyping and selective retrieval of organoids.
Cell Syst
2023
37468587
A spatially resolved timeline of the human maternal-fetal interface.
Nature
2023
34795433
Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning.
Nat Biotechnol
2022
35896733
Imaging cell biology.
Nat Cell Biol
2022
35277696
Author Correction: The immunoregulatory landscape of human tuberculosis granulomas.
Nat Immunol
2022
35058616
The immunoregulatory landscape of human tuberculosis granulomas.
Nat Immunol
2022
32868913
Single-cell metabolic profiling of human cytotoxic T cells.
Nat Biotechnol
2021
33398191
DeepCell Kiosk: scaling deep learning-enabled cellular image analysis with Kubernetes.
Nat Methods
2021
33437045
Publisher Correction: DeepCell Kiosk: scaling deep learning-enabled cellular image analysis with Kubernetes.
Nat Methods
2021
31133758
Deep learning for cellular image analysis.
Nat Methods
2019
31562479
Voices in methods development.
Nat Methods
2019
30193111
A Structured Tumor-Immune Microenvironment in Triple Negative Breast Cancer Revealed by Multiplexed Ion Beam Imaging.
Cell
2018
28396000
Measuring Signaling and RNA-Seq in the Same Cell Links Gene Expression to Dynamic Patterns of NF-κB Activation.
Cell Syst
2017
27814364
Deep Learning Automates the Quantitative Analysis of Individual Cells in Live-Cell Imaging Experiments.
PLoS Comput Biol
2016
22727695
A single-molecule Hershey-Chase experiment.
Curr Biol
2012
20712993
Ion-dependent dynamics of DNA ejections for bacteriophage lambda.
Biophys J
2010
19217847
Biochemistry on a leash: the roles of tether length and geometry in signal integration proteins.
Biophys J
2009
1 - 20 of 20
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