Back to search

Article

Move BeTween modAlities (MBTA) employs flow matching to predict single cell data modalities

2026-08-09

Abstract excerpt

Integrating diverse molecular modalities to obtain a comprehensive view of cellular identity remains a major challenge in single-cell biology. A fundamental but underappreciated obstacle is structural mismatch — the phenomenon in which the neighborhood structure of a cell differs depending on which molecular modality is used to define it. Existing approaches typically embed modalities into a shared latent space, w...

Topics

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

Identifiers and source

Literature Corpus work
7a439087-54a2-5ad1-83d3-005103213c3d
DOI
10.64898/2026.08.05.743110
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.
Move BeTween modAlities (MBTA) employs flow matching to predict single cell data modalitiesDOI 10.64898/2026.08.05.743110
Select a neighboring publication to make it the new centre.