Data Insights
Explore the numbers behind our innovative data generation project and see the impact we are making.
Protein Interactions
1,374
Immunofluorescent Images
53,788
Total Proteins Investigated
7,023
genes targeted
11,739
Data volume
21.4 TB
CM4AI Project Components
Data Releases
CM4AI project is a coordinated effort involving three complementary mapping approaches – proteomic mass spectrometry, cellular imaging, and genetic perturbation via CRISPR/Cas9
Tools
CM4AI is developing tools to integrate multimodal data, with the goal of creating a library of large-scale maps of cellular structure and function across demographic and disease contexts
Publications
Check out our recent publications to learn more about how CM4AI is addressing the Bridge2AI’s Functional Genomics grand challenge
Training
CM4AI offers a wealth of educational content and a robust hands-on training program to foster biomedical AI/ML skill development
Mapping Approaches
Discover the different mapping approaches we use to generate valuable data for your research.
Proteomic Mass Spectrometry
Our cutting-edge proteomic mass spectrometry technology allows for precise mapping of cellular structure and function.
Cellular Imaging
Through advanced cellular imaging techniques, we are able to reveal the intricate details of human cells.
Genetic Perturbation via CRISPR/Cas9
Our use of CRISPR/Cas9 technology allows for targeted genetic perturbation and further insights into cellular mechanisms.
CM4AI in Action
Through a growing portfolio of educational resources, CM4AI connects with the biomedical and AI/ML communities to advance collaboration and cultivate future talent.
CM4AI Institutions
Join the effort towards interpretable genotype-phenotype learning
Learn more about our project and the maps we are creating to revolutionize the fields of genomics and precision medicine, through the use of advanced technologies such as proteomic mass spectrometry, cellular imaging, and genetic perturbation via CRISPR/Cas9.
