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Briefings in Bioinformatics|April 14, 2026
Multimodal bioinformatic analyses of genome-scale expression beyond gene-centric differential expressionJiratchaya Nuanpirom, Varodom Charoensawan
Briefings in Bioinformatics|April 25, 2026
Benchmark competitiveness and generalization are not equivalent: a critical commentary on HybridSPMarcio Madrid, Melania Madrid, Isaac Zablah
Briefings in Bioinformatics|April 27, 2026
Deep representation learning for temporal inference in cancer omics: a systematic literature reviewGuillermo Prol-Castelo, Davide Cirillo, Alfonso Valencia
Briefings in Bioinformatics|May 6, 2026
Benchmarking computational methods for multi-omics biomarker discovery in cancerAthan Z Li, Yuxuan Du, Yan Liu, et al.
Briefings in Bioinformatics|April 19, 2026
Structure-aware Multi-task Collaborative Learning: a multi-task collaborative learning framework for peptide-protein interaction prediction based on structure-aware protein language modelsSiyi He, Dongzhen Tang, Tiantian Zhu, et al.
Briefings in Bioinformatics|June 17, 2026
Hypergraph learning with multi-dimensional metabolite feature extractions and static-dynamic attention mechanisms to fill missing reactions in metabolic networksKai Wang, Jiajun Qu, Fei Liu, et al.
Briefings in Bioinformatics|June 14, 2026
geneSCOPE: gene spatial co-occurrence of pairwise expressionShicheng Zhang, Koichi Saeki, Hiroshi Haeno
Briefings in Bioinformatics|June 17, 2026
MIFNDRA: an innovative knowledge-enhanced multimodal fusion and graph learning framework for predicting drug resistance-related ncRNAsJianan Sui, Weirong Cui, Xiaojie Jin, et al.
Briefings in Bioinformatics|June 14, 2026
Predicting protein-protein interaction sites based on dynamic perception mechanism within a hierarchical E(n)-equivariant graphXue Li, Suheng Qiao, Ziqi Li, et al.
Briefings in Bioinformatics|June 16, 2026
From association to causation: a decision-aware framework for reproducible biomarker discovery and precision intervention design in the human gut microbiomeAbdulAziz Ascandari, Suleiman Aminu, Rachid Benhida, et al.
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