AI4BIO

The AI-driven Biomedical Research Center (AI4BIO) aims to develop new AI technologies to decipher the intricate language governing cellular structure and functions across a wide range of biological contexts, from normal development to the formation of some of the most devastating, incurable human diseases.

Building AI Models for Genomes and Cells

AI4BIO will develop comprehensive, multiscale AI modeling frameworks to establish a cohesive model for describing cells and genomes at different scales. With this new paradigm, we seek to illuminate the fundamental aspects of gene regulation, cellular differentiation, tissue development and disease progression.

AI4BIO will develop AI/ML methods that:

  • Integrate massive streams of heterogeneous molecular, cell and tissue information.
  • Create realistic models that can predict the interwoven components in the human body.
  • Guide automated experimentation to uncover fundamental mechanisms of human health and disease.
  • Ensure interpretability, generalizability and ethics awareness of AI/ML applications in biomedicine.

Partner With Us

AI4BIO seeks industry partners to explore shared areas of interest by using AI to propel biomedical research. Contact us for more information.

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FOR MORE INFORMATION

Jian Ma
Ray and Stephanie
Lane Professor of
Computational Biology
jlanma@cs.cmu.edu