Liang H, Luo H, Sang Z, Jia M, Jiang X, Wang Z, Cong S, Yao X. GREMI: an Explaninable Multi-omics Integration Framework for Enhanced Disease Prediction and Module Identification[J]. IEEE J Biomed Health Inform, 2024. (中科院/JCR Q1 TOP). Accepted.
Yao X, Jiang X, Luo H, et al. MOCAT: multi-omics integration with auxiliary classifiers enhanced autoencoder[J]. BioData Mining, 2024, 17(1): 9.
Luo H, Liang H, Liu H, et al. TEMINET: A Co-Informative and Trustworthy Multi-Omics Integration Network for Diagnostic Prediction[J]. International Journal of Molecular Sciences, 2024, 25(3): 1655.
Bian C, Xia N, Xie A, Cong S, & Dong Q (2023). Adversarially Trained Persistent Homology Based Graph Convolutional Network for Disease Identification Using Brain Connectivity. IEEE Transactions on Medical Imaging.
Cong, S., Fan, Z., Liu, H., Zhang, Y., Wang, X., Luo, H., Yao, X. (2024). Trustworthy Enhanced Multi-view Multi-modal Alzheimer’s Disease Prediction with Brain-wide Imaging Transcriptomics Data. IEEE International Conference on Bioinformatics and Biomedicine 2024 (IEEE BIBM 2024). (CCF-B, 21% acceptance rate). Accepted.
Cong, S., Cui, K., Yang, Y., Zhou, Y., Wang, X., Luo, H., Zhang, Y., Yao, X. (2024). DDASR: Domain-Distance Adapted Super-Resolution Reconstruction of MR Brain Images. IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2024). (CAA-A/CCF-C). Accepted.
Han, D., Yu, R., Li, S., Wang, J., Yang, Y., Zhao, Z., ... & Cong, S. (2023, August). MR Image Harmonization with Transformer. In 2023 IEEE International Conference on Mechatronics and Automation (IEEE ICMA 2023) (pp. 2448-2453). (CAA-B)