## Data Insights

Explore the numbers behind our innovative data generation project and see the impact we are making.

Data Releases

###### 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

#### Tools

Read More

#### Data Acquisition

Read More

#### Teaming

Read More

#### Ethics

Read More

#### Standards

Read more

#### Skills & Workforce Development

Read More

#### Data Releases

CM4AI project is a coordinated effort involving three complementary mapping approaches – proteomic mass spectrometry, cellular imaging, and genetic perturbation via CRISPR/Cas9

Explore

#### 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

Discover

#### Publications

Check out our recent publications to learn more about how CM4AI is addressing the Bridge2AI’s Functional Genomics grand challenge

Read

#### Training

CM4AI offers a wealth of educational content and a robust hands-on training program to foster biomedical AI/ML skill development

Learn More

## Mapping Approaches

Discover the different mapping approaches we use to generate valuable data for your research.

Learn More

#### 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.

LEARNING OPPORTUNITIES

## 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.

Learn More
Scroll Up