Anne E. Carpenter
Ph.D.
Senior Director, Imaging Platform
👥Biography 个人简介
Anne Carpenter is a pioneer in computational biology who developed CellProfiler, an open-source software for quantitative analysis of biological images. Her work on image-based profiling has enabled high-throughput screening of drug candidates based on cell morphology, revolutionizing phenotypic drug discovery. Carpenter's contributions to open-source tools and large-scale datasets have advanced the field of AI-driven drug discovery.
Anne Carpenter是计算生物学的先驱,开发了用于生物图像定量分析的开源软件CellProfiler。她在基于图像的分析方面的工作使基于细胞形态的高通量药物候选物筛选成为可能,彻底改变了表型药物发现。Carpenter对开源工具和大规模数据集的贡献推进了AI驱动药物发现领域。
🧪Research Fields 研究领域
🎓Key Contributions 主要贡献
CellProfiler Development
Created and maintained widely-used open-source image analysis software.
Cell Painting
Developed high-dimensional morphological profiling assay for drug discovery.
Representative Works 代表性著作
CellProfiler: image analysis software for identifying and quantifying cell phenotypes
Genome Biology (2006)
Original CellProfiler publication, now cited >10,000 times.
A dataset of images and morphological profiles of 30,000 small-molecule treatments
Nature Methods (2017)
Large-scale cell painting dataset for AI method development.
🏆Awards & Recognition 奖项与荣誉
📄Data Sources 数据来源
Last updated: 2026-03-04 | All information from publicly available academic sources
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