Ciro Ramírez-Suástegui

Multi-scale modeling of human tissues from spatial transcriptomics with TERRA

TERRA is a foundation model for spatial transcriptomics that predicts tissue behavior under perturbation and identifies multi-scale biological insights across tissues.

Building optimized single-cell reference atlases with scAtlasTb

The paper introduces scAtlasTb, a framework for building and optimizing single-cell reference atlases, demonstrating its application on three Human Cell Atlas projects.

Single-Cell RNA Sequencing of Terminal Ileal Biopsies Identifies Signatures of Crohn's Disease Pathogenesis.

The paper identifies molecular signatures of Crohn's disease using scRNA-seq data from terminal ileal biopsies, highlighting key cell types and pathways involved in disease pathogenesis.

Self-supervised learning for a gene program-centric view of cell states

Tripso, a self-supervised transformer model, identifies gene program-specific embeddings and discovers novel gene programs, revealing biological insights in hematopoietic development and disease.