Anne E. Carpenter

37.5k citations
209 papers · 28.2k · 14 hit papers · h-index 73

Impact in

Papers in

Anne E. Carpenter

206 papers receiving 27.6k citations

Anne E. Carpenter's Hit Papers

Machine Learning for Toxicity Prediction Using Chemical Structures: Pillars for Success in the Real World 2025 · 70 citations
700+6+13Years since publication1k2k3k4k

Peers

Anne E. Carpenter
Comparison fields: 5 of 202
  • Biophysics 7.4k
  • Health Informatics 370
  • Molecular Biology 7.5k
  • Aging 186
  • Cell Biology 1.5k
Replace Garry P. Nolan with:
Garry P. Nolan United States
Fabian Joachim Theis Germany
Peter Karl Sorger United States
Roland Eils Germany
Emma K. Lundberg Sweden
Helen M. Blau United States
Polina Golland United States
Jason Moffat Canada
Yvan Saeys Belgium
David A. Agard United States
Anne E. Carpenter relative to Garry P. Nolan United States Garry P. Nolan's profile →
Citations per field
00.5×2×2.7×
Garry P. Nolan · 1×
Citations per year

Countries citing papers authored by Anne E. Carpenter

Since Specialization
Citations

This map shows the geographic impact of Anne E. Carpenter's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Anne E. Carpenter with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Anne E. Carpenter more than expected).

Fields of papers citing papers by Anne E. Carpenter

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Anne E. Carpenter. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Anne E. Carpenter. The network helps show where Anne E. Carpenter may publish in the future.

Co-authors

The 25 scholars most cited alongside Anne E. Carpenter, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Anne E. Carpenter Line = papers co-authored together Anne E. Carpenter links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 209 papers — load more, or switch the sort, to bring in the rest.

#Work
1
CellProfiler: image analysis software for identifying and quantifying cell phenotypes
Hit paper breakdown →
20064168
2
Opportunities and obstacles for deep learning in biology and medicine
Hit paper breakdown →
20181660
3
A Lentiviral RNAi Library for Human and Mouse Genes Applied to an Arrayed Viral High-Content Screen
Hit paper breakdown →
20061480
4
CellProfiler 3.0: Next-generation image processing for biology
Hit paper breakdown →
20181370
5
CellProfiler 4: improvements in speed, utility and usability
Hit paper breakdown →
20211276
6
mTOR Complex 1 Regulates Lipin 1 Localization to Control the SREBP Pathway
Hit paper breakdown →
20111034
7
Improved structure, function and compatibility for CellProfiler: modular high-throughput image analysis software
Hit paper breakdown →
2011840
8
CellProfiler™: Free, Versatile Software for Automated Biological Image Analysis
Hit paper breakdown →
2007756
9
Cell Painting, a high-content image-based assay for morphological profiling using multiplexed fluorescent dyes
Hit paper breakdown →
2016717
10
Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl
Hit paper breakdown →
2019579
11
Data-analysis strategies for image-based cell profiling
Hit paper breakdown →
2017520
12 2008454
13 2012433
14 2012432
15 2006428
16 2006423
17 2011332
18 2009308
19 2013274
20
Image-based profiling for drug discovery: due for a machine-learning upgrade?
Hit paper breakdown →
2020273

About Anne E. Carpenter

Anne E. Carpenter is a scholar working on Biophysics, Computational Theory and Mathematics, Molecular Biology, Genetics and Information Systems and Management, having authored 209 papers that have together received 28.2k indexed citations. Recurring topics across this work include Cell Image Analysis Techniques (121 papers), Computational Drug Discovery Methods (16 papers), Single-cell and spatial transcriptomics (9 papers), Advanced Fluorescence Microscopy Techniques (6 papers), Genomics and Chromatin Dynamics (6 papers), RNA Interference and Gene Delivery (5 papers), Genetic Associations and Epidemiology (5 papers) and Microtubule and mitosis dynamics (4 papers). The work is most often cited by research in Biophysics (7.4k citations), Health Informatics (370 citations), Molecular Biology (7.5k citations), Aging (186 citations) and Cell Biology (1.5k citations). Anne E. Carpenter has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include David M. Sabatini, Michael R. Lamprecht, Thouis R. Jones, Shantanu Singh, Polina Golland, David A. Guertin, Jason Moffat, Beth A. Cimini, Allen Goodman and Robert A. Lindquist. Their work appears in journals such as Nature Methods, Nature Communications, Molecular Biology of the Cell, SLAS DISCOVERY and Cell Systems.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact