O'Farrell AC

ORCID: 0000-0002-6732-2966 · 1 paper in corpus

2026

DREAMER-S: Deep leaRning-Enabled Attention-based Multiple-instance approaches with Explainable Representations for Spatial biology.

PLoS computational biology ·doi:10.1371/journal.pcbi.1013581

Identifying image features that associate strongly with diagnostic or prognostic classes in large-scale, multi-channel spatial imaging is challenging without pixel-level annotations. We present DREAMER-S, an attention-based multiple-instanc…