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ORCIDSonghan Jiang
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2020 – today
- 2026
[j1]Songhan Jiang, Linghan Cai, Zhengyu Gan, Yifeng Wang
, Guo Tang, Yongbing Zhang:
Uncertainty-Aware Survival Analysis With Dirichlet Distribution for Multi-Scale Pathology and Genomics. IEEE Trans. Medical Imaging 45(2): 554-568 (2026)- [c4]Fengchun Liu, Songhan Jiang, Linghan Cai, Ziyue Wang, Yongbing Zhang:
PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology. AAAI 2026: 7132-7140 - [i7]Songhan Jiang, Fengchun Liu, Ziyue Wang, Linghan Cai, Yongbing Zhang:
PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Policy Optimization. CoRR abs/2601.21617 (2026) - 2025
- [c3]Lingbo Zhang, Bingqian Sun, Linghan Cai, Yifeng Wang, Ye Zhang, Songhan Jiang, Kai Zhang, Yongbing Zhang:
Counting by Points: Density-Guided Weakly-Supervised Nuclei Segmentation in Histopathological Images. ACM Multimedia 2025: 2900-2908 - [i6]Guo Tang, Songhan Jiang, Jinpeng Lu, Linghan Cai, Yongbing Zhang:
IPGPhormer: Interpretable Pathology Graph-Transformer for Survival Analysis. CoRR abs/2508.12381 (2025) - [i5]Jinpeng Lu, Linghan Cai, Yinda Chen, Guo Tang, Songhan Jiang, Haoyuan Shi, Zhiwei Xiong:
Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation. CoRR abs/2509.22307 (2025) - [i4]Jingyun Chen, Linghan Cai, Zhikang Wang, Yi Huang, Songhan Jiang, Shenjin Huang, Hongpeng Wang, Yongbing Zhang:
PathAgent: Toward Interpretable Analysis of Whole-slide Pathology Images via Large Language Model-based Agentic Reasoning. CoRR abs/2511.17052 (2025) - [i3]Fengchun Liu, Songhan Jiang, Linghan Cai, Ziyue Wang, Yongbing Zhang:
PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology. CoRR abs/2512.17621 (2025) - 2024
- [c2]Jinpeng Lu, Jingyun Chen, Linghan Cai, Songhan Jiang, Yongbing Zhang:
H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images. MICCAI (8) 2024: 316-327 - [c1]Songhan Jiang, Zhengyu Gan, Linghan Cai, Yifeng Wang, Yongbing Zhang:
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images. MICCAI (4) 2024: 329-339 - [i2]Jinpeng Lu, Jingyun Chen, Linghan Cai, Songhan Jiang, Yongbing Zhang:
H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images. CoRR abs/2403.18339 (2024) - [i1]Songhan Jiang, Zhengyu Gan, Linghan Cai, Yifeng Wang, Yongbing Zhang:
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images. CoRR abs/2406.17225 (2024)
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