BioinformaticsbioRxivPreprint
MicroGenomer: A Foundation Model for Transferable Microbial Genome Representations Enabling Multi-scale Genomic Understanding and Ecophysiological Trait Prediction
DOI 10.64898/2025.12.28.696777
Author
Haotong Sun
University of Chinese Academy of SciencesORCID 0000-0002-9929-6598Unclaimed ORCID profile · follow to get notified of new preprints
Biology Disciplines
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- BioinformaticsBriefings in BioinformaticsPeer-reviewed
Prediction of soil probiotics based on foundation model representation enhancement and stacked aggregation classifier
Qiang Kang, Haotong Sun, Yayu Wang…·Peng Yin
The paper develops a method to predict soil probiotics using enhanced foundation model representations and a stacked aggregation classifier, achieving high accuracy and AUC on both balanced and imbalanced datasets.
DOI 10.1093/bib/bbaf567