Songhan Jiang

According to our database, Songhan Jiang authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

Uncertainty-Aware Survival Analysis With Dirichlet Distribution for Multi-Scale Pathology and Genomics.

Songhan Jiang, Linghan Cai, Zhengyu Gan, Yifeng Wang, Guo Tang, Yongbing Zhang

IEEE Trans. Medical Imaging, February, 2026

PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Policy Optimization.

Songhan Jiang, Fengchun Liu, Ziyue Wang, Linghan Cai, Yongbing Zhang

CoRR, January, 2026

PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology.

Fengchun Liu, Songhan Jiang, Linghan Cai, Ziyue Wang, Yongbing Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

PathAgent: Toward Interpretable Analysis of Whole-slide Pathology Images via Large Language Model-based Agentic Reasoning.

Jingyun Chen, Linghan Cai, Zhikang Wang, Yi Huang, Songhan Jiang, Shenjin Huang, Hongpeng Wang, Yongbing Zhang

CoRR, November, 2025

Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation.

Jinpeng Lu, Linghan Cai, Yinda Chen, Guo Tang, Songhan Jiang, Haoyuan Shi, Zhiwei Xiong

CoRR, September, 2025

IPGPhormer: Interpretable Pathology Graph-Transformer for Survival Analysis.

Guo Tang, Songhan Jiang, Jinpeng Lu, Linghan Cai, Yongbing Zhang

CoRR, August, 2025

Counting by Points: Density-Guided Weakly-Supervised Nuclei Segmentation in Histopathological Images.

Lingbo Zhang, Bingqian Sun, Linghan Cai, Yifeng Wang, Ye Zhang, Songhan Jiang, Kai Zhang, Yongbing Zhang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

2024

H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images.

Jinpeng Lu, Jingyun Chen, Linghan Cai, Songhan Jiang, Yongbing Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images.

Songhan Jiang, Zhengyu Gan, Linghan Cai, Yifeng Wang, Yongbing Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024