Concepedia

Michael Bornholdt

MB

8

Publications

369

Citations

8

H-Index

2021

Active since

Affiliations

Broad Institute(Current)

University of Colorado Denver

Morgridge Institute for Research

University of Wisconsin–Madison

Carnegie Mellon University

Michael Bornholdt is an author at Broad Institute specializing in engineering, cell biology, and systems biology.

Top concepts

EngineeringCell BiologySystems BiologyData ScienceImage AnalysisMachine VisionComputer VisionPattern RecognitionMedical Image ComputingMedicine

Publications per year

2021–2025

8

Publications

8

Morphology and gene expression profiling provide complementary information for mapping cell state

Gregory P. Way, Ted Natoli, Adeniyi Adeboye et al. · Cell Systems · 2022 · 123 citations · Full text

Cell Lineage, Systems Biology, Functional Genomics +12

Learning representations for image-based profiling of perturbations

Nikita Moshkov, Michael Bornholdt, Santiago Benoit et al. · Nature Communications · 2024 · 92 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +19

Learning representations for image-based profiling of perturbations

Nikita Moshkov, Michael Bornholdt, Santiago Benoit et al. · 2022 · 45 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +18

Reproducible image-based profiling with Pycytominer

Erik Serrano, Srinivas Niranj Chandrasekaran, Dave Bunten et al. · Nature Methods · 2025 · 36 citations · Full text

Profiling Technique, Machine Vision, Image Analysis +8

Morphology and gene expression profiling provide complementary information for mapping cell state

Gregory P. Way, Ted Natoli, Adeniyi Adeboye et al. · 2021 · 30 citations · Full text

Engineering, Mapping Cell State, Molecular Biology +23

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