SenSeqNet: A Deep Learning Framework for Cellular Senescence Detection from Protein Sequences
Hanli Jiang, Dongliang Deng, Yu Lai Yuan, Jianyu Ren, Xin Yang, Siyi Liu, Bin Tan, Li Lin, Lubin LIU
SenSeqNet detects cellular senescence from protein sequences with 83.55% accuracy using a hybrid LSTM-CNN architecture and ESM-2 embeddings.
Aging Cell · Dec 23, 2025Peer-reviewedBioinformatics