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2025	Enhancing Soundscape Characterization and Pattern Analysis Using Low-Dimensional Deep Embeddings on a Large-Scale Dataset Machine Learning and Knowledge Extraction Daniel Alexis Nieto Mora, Leonardo Duque-Muñoz, Juan David Martínez Vargas
2025	Prediction of miRNA-disease associations using a dual-channel contrastive model based on multi-source information fusion PeerJ Computer Science Wenhui Lian, Zhen Tang, Shiyin Li, Chunlin Chen, Zhixiang Yin
2025	Advanced artificial intelligence in piRNA and PIWI-like protein research: A systematic review of recurrent neural networks, long short-term memory, and emerging computational techniques Biomédica Jheremy Sebastián Reyes , Jhonathan David Guevara, Laura Tatiana Picón, Iris Lorena Sánchez , Libia Andrea Gaona, María Paula Montoya, Luis Eduardo Pino
2025	MFF-nDA: A Computational Model for ncRNA–Disease Association Prediction Based on Multimodule Fusion Journal of Chemical Information and Modeling Zhihao Guan, Xiu Jin, Xiaodan Zhang