Back to search

Article

ProCyon: A multimodal foundation model for protein phenotypes

2024-12-15

Abstract excerpt

Characterizing human proteins remains a major challenge: approximately 29% of human proteins lack experimentally validated functions and even well-annotated proteins often lack context-specific phenotypic insights. To enable universal modeling of protein phenotypes, we present P ro C yon , a multimodal foundation model that utilizes protein sequence, structure, and natural language for generating and predicting...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
0bbabddb-fa8c-5f56-917e-ec4ce1e55f59
DOI
10.1101/2024.12.10.627665
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
ProCyon: A multimodal foundation model for protein phenotypesDOI 10.1101/2024.12.10.627665
Select a neighboring publication to make it the new centre.