Zou, Quan

Gene2vec: gene subsequence embedding for prediction of mammalian N 6 -methyladenosine sites from mRNA

Zou, Q., Xing, P., Wei, L., & Liu, B. (2019) · RNA

RNA modifications and cancerMachine Learning in Bioinformatics

Cited by 525

Inferring microrna-disease associations by random walk on a heterogeneous network with multiple data sources

Liu, Y., Zeng, X., He, Z., & Zou, Q. (2017) · IEEE/ACM Transactions on Computational Biology and Bioinformatics

MicroRNA in disease regulationBioinformatics and Genomic Networks

Cited by 284

Prediction of potential disease-associated microRNAs using structural perturbation method

Zeng, X., Liu, L., Lü, L., & Zou, Q. (2018) · Bioinformatics

MicroRNA in disease regulationBioinformatics and Genomic Networks

Cited by 235

Prediction of human protein subcellular localization using deep learning

Wei, L., Ding, Y., Su, R., Tang, J., & Zou, Q. (2018) · Journal of Parallel and Distributed Computing

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 216

Prediction and Validation of Disease Genes Using HeteSim Scores

Zeng, X., Liao, Y., Liu, Y., & Zou, Q. (2017) · IEEE/ACM Transactions on Computational Biology and Bioinformatics

Bioinformatics and Genomic NetworksBiomedical Text Mining and Ontologies

Cited by 208

Exploring sequence-based features for the improved prediction of DNA N4-methylcytosine sites in multiple species

Wei, L., Luan, S., Nagai, L. A. E., Su, R., & Zou, Q. (2019) · Bioinformatics

Machine Learning in BioinformaticsEpigenetics and DNA Methylation

Cited by 175

Cancer Diagnosis Through IsomiR Expression with Machine Learning Method

Liao, Z., Li, D., Wang, X., Li, L., & Zou, Q. (2018) · Current Bioinformatics

MicroRNA in disease regulationGene expression and cancer classification

Cited by 130

Multimodal Deep Learning Approaches for Precision Oncology: A Comprehensive Review

Yang, H., Yang, M., Chen, J., Yao, G., Zou, Q., & Jia, L. (2024) · Briefings in Bioinformatics

Radiomics and Machine Learning in Medical ImagingAI in cancer detection

Cited by 115

Comprehensive Analysis Revealed that CDKN2A is a Biomarker for Immune Infiltrates in Multiple Cancers

Chen, Z., Guo, Y., Zhao, D., Zou, Q., Yu, F., Zhang, L., & Xu, L. (2021) · Frontiers in Cell and Developmental Biology

Cancer Immunotherapy and BiomarkersBreast Cancer Treatment Studies

Cited by 87

Application of Artificial Intelligence In Drug-target Interactions Prediction: A Review

Liao, Q., Zhang, Y., Chu, Y., Ding, Y., Liu, Z., Zhao, X., Wang, Y., Wan, J., Ding, Y., Tiwari, P., et al. (2025) · npj Biomedical Innovations

Computational Drug Discovery MethodsMachine Learning in Bioinformatics

Cited by 82

Drug–target interaction predictions with multi-view similarity network fusion strategy and deep interactive attention mechanism

Song, W., Xu, L., Han, C., Tian, Z., & Zou, Q. (2024) · Bioinformatics

Computational Drug Discovery MethodsBioinformatics and Genomic Networks

Cited by 47

Machine learning and graph analytics in computational biomedicine

Zou, Q., Chen, L., Huang, T., Zhang, Z., & Xu, Y. (2017) · Artificial Intelligence in Medicine

Bioinformatics and Genomic NetworksComputational Drug Discovery Methods

Cited by 31

Multiple sequence alignment based on a suffix tree and center-star strategy: A linear method for multiple nucleotide sequence alignment on spark parallel framework

Su, W., Liao, X., Lu, Y., Zou, Q., & Peng, S. (2017) · Journal of Computational Biology

Genomics and Phylogenetic StudiesAlgorithms and Data Compression

Cited by 21

HAlign-G: rapid and low-memory multiple-genome aligner for large-scale closely related genomes

Zhang, P., Zhou, T., Wei, Y., Tian, Q., Zhai, Y., Wang, Y., Zou, Q., Tang, F., & Luo, X. (2025) · Genome Biology

Genomics and Phylogenetic StudiesAlgorithms and Data Compression

Cited by 12