Xiaodi Hou

According to our database, Xiaodi Hou authored at least 24 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

AAMN: cross-modal fusion network with association alignment matrix for radiological report generation.

Zonglin Liang, Xiaodi Hou, Fei Chen, Yi-Jia Zhang

Multim. Syst., August, 2026

Knowledge enhancement with cross-modal fusion network for radiological report generation.

Zonglin Liang, Xiaodi Hou, Xiangkang Song, Yijia Zhang

Multim. Syst., June, 2026

Debiased medication recommendation through fusing frequent pattern and temporal medical records.

Xiaobo Li, Xiaodi Hou, Simiao Wang, Shilong Wang, Xiaokun Zhang, Yi-Jia Zhang

Neural Networks, 2026

Relation-aware pre-trained network with hierarchical aggregation mechanism for cold-start drug recommendation.

Xiaobo Li, Xiaodi Hou, Shilong Wang, Hongfei Lin, Yi-Jia Zhang

Neural Networks, 2026

Multi-modal contrastive learning based on molecular and textual data for drug response prediction.

Meiyu Duan, Xiaobo Li, Xiaodi Hou, Yanchen Qu, Hai Cui, Yi-Jia Zhang

Neural Networks, 2026

Latent diffusion-augmented cross-modal representation learning for radiology report generation.

Xiaodi Hou, Xiaobo Li, Simiao Wang, Mingyu Lu, Hongfei Lin, Yi-Jia Zhang

Inf. Process. Manag., 2026

Image mask-guided cross-modal network for radiology report generation.

Yang Liu, Xiaodi Hou, Xichao Li, Yi-Jia Zhang

Expert Syst. Appl., 2026

MambaGen: Efficient visual representation learning for automatic radiology report generation.

Xiaodi Hou, Xiaobo Li, Simiao Wang, Mingyu Lu, Hongfei Lin, Yi-Jia Zhang

Expert Syst. Appl., 2026

Mixture of experts for radiology report generation.

Xiangkang Song, Zhi Liu, Xiaodi Hou, Xiaobo Li, Yijia Zhang

Eng. Appl. Artif. Intell., 2026

2025

IMGEF: integrated multimodal graph-enhanced framework for radiology report generation.

Muhammad Usman, Xiaodi Hou, Yi Guo, Zonglin Liang, Yijia Zhang

Multim. Syst., August, 2025

Multi-source medical knowledge adaptive fusion network for combinatorial medication recommendation.

Yiming Zhou, Jiedong Wei, Xiaodi Hou, Meiyu Duan, Yi-Jia Zhang

Appl. Intell., June, 2025

Heterogeneous graph contrastive learning with gradient balance for drug repositioning.

Hai Cui, Meiyu Duan, Haijia Bi, Xiaobo Li, Xiaodi Hou, Yi-Jia Zhang

Briefings Bioinform., January, 2025

Leveraging an Image-Enhanced Cross-Modal Fusion Network for Radiology Report Generation.

Yi Guo, Xiaodi Hou, Zhi Liu, Yijia Zhang

J. Comput. Biol., 2025

Knowledge enhanced representation learning network for drug recommendation.

Xiaobo Li, Xiaodi Hou, Fanjun Meng, Xiaokun Zhang, Mingyu Lu, Hongfei Lin, Yi-Jia Zhang

Inf. Process. Manag., 2025

Recalibrated cross-modal alignment network for radiology report generation with weakly supervised contrastive learning.

Xiaodi Hou, Xiaobo Li, Zhi Liu, Shengtian Sang, Mingyu Lu, Yi-Jia Zhang

Expert Syst. Appl., 2025

Multitask gated interactive network for automatic international classification of diseases coding with dual denoising mechanism.

Xiaobo Li, Yi-Jia Zhang, Xiaodi Hou, Shilong Wang, Wen Qu

Eng. Appl. Artif. Intell., 2025

Deep learning for automatic ICD coding: Review, opportunities and challenges.

Xiaobo Li, Yijia Zhang, Xiaodi Hou, Shilong Wang, Hongfei Lin

Artif. Intell. Medicine, 2025

RRG-Mamba: Efficient Radiology Report Generation with State Space Model.

Xiaodi Hou, Xiaobo Li, Mingyu Lu, Simiao Wang, Yijia Zhang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Visual Recalibration and Gating Enhancement Network for Radiology Report Generation.

Xiaodi Hou, Guoming Sang, Zhi Liu, Xiaobo Li, Yi-Jia Zhang

J. Comput. Biol., 2024

MGRN: toward robust drug recommendation via multi-view gating retrieval network.

Fanjun Meng, Xiaobo Li, Xiaodi Hou, Mingyu Lu, Yijia Zhang

Bioinform., 2024

IFNet: An Image-Enhanced Cross-Modal Fusion Network for Radiology Report Generation.

Yi Guo, Xiaodi Hou, Zhi Liu, Yijia Zhang

Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

2023

MKCL: Medical Knowledge with Contrastive Learning model for radiology report generation.

Xiaodi Hou, Zhi Liu, Xiaobo Li, Xingwang Li, Shengtian Sang, Yijia Zhang

J. Biomed. Informatics, October, 2023

Radiology Report Generation via Visual Recalibration and Context Gating-Aware.

Xiaodi Hou, Guoming Sang, Zhi Liu, Xiaobo Li, Yijia Zhang

Proceedings of the Bioinformatics Research and Applications - 19th International Symposium, 2023

Multi-Visit Interactive Recalibration Network for Drug Recommendation with a Triple Graph Encoder.

Xiaobo Li, Yi-Jia Zhang, Xiaodi Hou, Fanjun Meng, Hongfei Lin

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023