2024
Automatic detection of cognitive impairment in patients with white matter hyperintensity and causal analysis of related factors using artificial intelligence of MRI.
Comput. Biol. Medicine, 2024

DSML-UNet: Depthwise separable convolution network with multiscale large kernel for medical image segmentation.
Biomed. Signal Process. Control., 2024

2023
ICUnet++: an Inception-CBAM network based on Unet++ for MR spine image segmentation.
Int. J. Mach. Learn. Cybern., October, 2023

A dual channel and spatial attention network for automatic spine segmentation of MRI images.
Int. J. Imaging Syst. Technol., September, 2023

2022
NSF4SL: negative-sample-free contrastive learning for ranking synthetic lethal partner genes in human cancers.
Bioinform., 2022

PiLSL: pairwise interaction learning-based graph neural network for synthetic lethality prediction in human cancers.
Bioinform., 2022

Contrastive Learning Based Visual Representation Enhancement for Multimodal Machine Translation.
Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-scale Information Aggregation Network for Spine MRI Image Segmentation∗.
Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering, 2022

2021
Differentiation between COVID-19 and bacterial pneumonia using radiomics of chest computed tomography and clinical features.
Int. J. Imaging Syst. Technol., 2021

PIKE-R2P: Protein-protein interaction network-based knowledge embedding with graph neural network for single-cell RNA to protein prediction.
BMC Bioinform., 2021

KG4SL: knowledge graph neural network for synthetic lethality prediction in human cancers.
Bioinform., 2021

2020
SHIKEBLCU at SemEval-2020 Task 2: An External Knowledge-enhanced Matrix for Multilingual and Cross-Lingual Lexical Entailment.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020