Image-based profiling for drug discovery: due for a machine-learning upgrade?
2020 · Nature Reviews Drug Discovery · 403 citations
https://doi.org/10.1038/s41573-020-00117-w
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Justin D. Boyd
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Justin D. Boyd is an academic researcher from University of Vermont. The author has contributed to research in topics: Alzheimer's disease research and treatments & Cell Image Analysis Techniques & Parkinson's Disease Mechanisms and Treatments. The author has an h-index of 21, co-authored 40 publications.
ORCID: 0000-0002-5197-4724Papers by this author
worksOptimizing the Cell Painting assay for image-based profiling
2023 · Nature Protocols · 140 citations
https://doi.org/10.1038/s41596-023-00840-9
A High Content Drug Screen Identifies Ursolic Acid as an Inhibitor of Amyloid β Protein Interactions with Its Receptor CD36
2011 · Journal of Biological Chemistry · 92 citations
https://doi.org/10.1074/jbc.m111.232116
An in vitro paradigm to assess potential anti-Aβ antibodies for Alzheimer’s disease
2018 · Nature Communications · 83 citations
https://doi.org/10.1038/s41467-018-05068-w
Preclinical characterization of an active immunotherapy targeting calcitonin gene-related peptide
2025 · Communications Medicine · 2 citations
https://doi.org/10.1038/s43856-025-00870-2
Demonstration of a Prototype Clinical Decision Support System for Diagnosing Parkinson’s Disease
2025 · Parkinsonism & Related Disorders · 0 citations
https://doi.org/10.1016/j.parkreldis.2025.107395
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