Universidade Federal de Minas Gerais

Multimodal foundation model for cardiac biosignals, pretrained by masked modeling on ECG, PPG, and clinical text from ~1.7 million individuals.

Linear B-cell epitope prediction using phylogeny-aware fine-tuning of ESM embedders, with taxon-specific models for 19 pathogen groups.