David Van Valen

A Structured Tumor-Immune Microenvironment in Triple Negative Breast Cancer Revealed by Multiplexed Ion Beam Imaging

Leeat Keren, Marc Bossé, Diana M. Marquez et al. · Cell · 2018 · 1.1K citations · Full text

Breast Oncology, Engineering, Oncologic Imaging +12

Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning

Noah F. Greenwald, Geneva Miller, Erick Moen et al. · Nature Biotechnology · 2021 · 843 citations · Full text

Engineering, Machine Learning, Digital Pathology +16

Single-cell metabolic profiling of human cytotoxic T cells

Felix J. Hartmann, Dunja Mrdjen, Erin McCaffrey et al. · Nature Biotechnology · 2020 · 311 citations · Full text

Human Cell, Medicine, Single-cell Metabolic Profiling +7

Measuring Signaling and RNA-Seq in the Same Cell Links Gene Expression to Dynamic Patterns of NF-κB Activation

Keara Lane, David Van Valen, Mialy DeFelice et al. · Cell Systems · 2017 · 159 citations · Full text

Dynamic Patterns, Environmental Signaling, Transcriptional Regulation +15

DeepCell Kiosk: scaling deep learning–enabled cellular image analysis with Kubernetes

Dylan Bannon, Erick Moen, Morgan Schwartz et al. · Nature Methods · 2021 · 155 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +7