Multi-Dimensional Spatiotemporal Attention Neural Network for Next Generation Sequencing Basecalling
Kuankuan Peng, Wei Chen, Tianran Yao, Huihua Xia, Guoli Fu, Gailing Li, Yuanye Bao, Erkai Liu, Luyang Zhao, Gufeng Wang
This paper introduces AICall, a deep learning model that improves basecalling accuracy in NGS by using a spatiotemporal attention mechanism, achieving an error rate below 0.01%.
bioRxiv · Nov 6, 2025 · PreprintBioinformatics