Siyu Hou

According to our database, Siyu Hou authored at least 8 papers between 2020 and 2026.

Collaborative distances:

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

2026

A Generative Foundation Model for Multimodal Histopathology.

Jinxi Xiang, Mingjie Li, Siyu Hou, Yijiang Chen, Xiangde Luo, Yuanfeng Ji, Xiang Zhou, Ehsan Adeli, Akshay Chaudhari, Curtis P. Langlotz, Kilian M. Pohl, Ruijiang Li

CoRR, April, 2026

A Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction.

Jinxi Xiang, Siyu Hou, Yuchen Li, Ryan Quinton, Xiaoming Zhang, Feyisope Eweje, Xiangde Luo, Yijiang Chen, Zhe Li, Colin Bergstrom, Ted Kim, Sierra Willens, Francesca Maria Olguin, Matthew Abikenari, Andrew Heider, Sanjeeth Rajaram, Joel Neal, Maximilian Diehn, Xiang Zhou, Ruijiang Li

CoRR, April, 2026

2025

Active learning for cross-modal cardiac segmentation with sparse annotation.

Zihang Chen, Weijie Zhao, Jingyang Liu, Puguang Xie, Siyu Hou, Yongjian Nian, Xiaochao Yang, Ruiyan Ma, Haiyan Ding, Jingjing Xiao

Pattern Recognit., 2025

Leveraging Multi-Layer Biological Networks for Accurate Drug-Disease Association Prediction.

Siqin Zhang, Zicong Miao, Siyu Hou, Peng Zhang, Metok Quzhen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Multi-task oriented diffusion model for mortality prediction in shock patients with incomplete data.

Weijie Zhao, Zihang Chen, Puguang Xie, Jinyang Liu, Siyu Hou, Liang Xu, Yuan Qiu, Dongdong Wu, Jingjing Xiao, Kunlun He

Inf. Fusion, May, 2024

A trajectory tracking control method for the discharge arm of the self-propelled forage harvester.

Lei Liu, Siyu Hou, Yuefeng Du, Guorun Li, Yucong Wang, Du Chen, Zhongxiang Zhu, Zhenghe Song, Xiaoyu Li

Comput. Electron. Agric., 2024

2022

Decoding multilevel relationships with the human tissue-cell-molecule network.

Siyu Hou, Peng Zhang, Kuo Yang, Lan Wang, Changzheng Ma, Yanda Li, Shao Li

Briefings Bioinform., 2022

2020

VISAR: an interactive tool for dissecting chemical features learned by deep neural network QSAR models.

Qingyang Ding, Siyu Hou, Songpeng Zu, Yonghui Zhang, Shao Li

Bioinform., 2020