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2020 – today
- 2026
[j6]Jiawen Li
, Qiehe Sun, Renao Yan, Yizhi Wang, Yuqiu Fu, Yani Wei, Tian Guan, Huijuan Shi, Yonghong He, Anjia Han:
Diagnostic text-guided representation learning in hierarchical classification for pathological whole slide image. Medical Image Anal. 109: 103894 (2026)- 2025
- [j5]Yuxuan Chen, Jiawen Li, Lianghui Zhu, Yang Xu, Tian Guan, Huijuan Shi, Yonghong He, Anjia Han:
Dynamic hypergraph representation for bone metastasis analysis. Comput. Methods Programs Biomed. 271: 108966 (2025) - [j4]Lianghui Zhu, Renao Yan, Tian Guan, Fenfen Zhang, Linlang Guo, Qiming He, Shanshan Shi, Huijuan Shi, Yonghong He, Anjia Han:
Hierarchically Optimized Multiple Instance Learning With Multi-Magnification Pathological Images for Cerebral Tumor Diagnosis. IEEE J. Biomed. Health Informatics 29(6): 4173-4185 (2025) - [i10]Yuxuan Chen, Jiawen Li, Huijuan Shi, Yang Xu, Tian Guan, Lianghui Zhu, Yonghong He, Anjia Han:
Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis. CoRR abs/2501.16787 (2025) - [i9]Hao Jiang, Cheng Jin, Huangjing Lin, Yanning Zhou, Xi Wang, Jiabo Ma, Li Ding, Jun Hou, Runsheng Liu, Zhizhong Chai, Luyang Luo, Huijuan Shi, Yinling Qian, Qiong Wang, Changzhong Li, Anjia Han, Ronald Cheong Kin Chan, Hao Chen:
Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation. CoRR abs/2502.09662 (2025) - [i8]Jiawen Li, Jiali Hu, Qiehe Sun, Renao Yan, Minxi Ouyang, Tian Guan, Anjia Han, Chao He, Yonghong He:
Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models? CoRR abs/2502.20823 (2025) - [i7]Yuxuan Chen, Jiawen Li, Jiali Hu, Xitong Ling, Tian Guan, Anjia Han, Yonghong He:
Cross-Modal Prototype Allocation: Unsupervised Slide Representation Learning via Patch-Text Contrast in Computational Pathology. CoRR abs/2503.20190 (2025) - 2024
- [j3]Jiawen Li, Junru Cheng, Lingqin Meng, Hui Yan, Yonghong He, Huijuan Shi, Tian Guan, Anjia Han:
DeepTree: Pathological Image Classification Through Imitating Tree-Like Strategies of Pathologists. IEEE Trans. Medical Imaging 43(4): 1501-1512 (2024) - [c5]Qilai Zhang, Jiawen Li, Peiran Liao, Jiali Hu, Tian Guan, Anjia Han, Yonghong He:
Leveraging Pre-trained Models for FF-to-FFPE Histopathological Image Translation. BIBM 2024: 3993-3996 - [c4]Jiawen Li, Yuxuan Chen, Hongbo Chu, Qiehe Sun, Tian Guan, Anjia Han, Yonghong He:
Dynamic Graph Representation with Knowledge-Aware Attention for Histopathology Whole Slide Image Analysis. CVPR 2024: 11323-11332 - [c3]Hongbo Chu, Qiehe Sun, Jiawen Li, Yuxuan Chen, Lizhong Zhang, Tian Guan, Anjia Han, Yonghong He:
RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification. MICCAI (4) 2024: 437-447 - [i6]Jiawen Li, Yuxuan Chen, Hongbo Chu, Qiehe Sun, Tian Guan, Anjia Han, Yonghong He:
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis. CoRR abs/2403.07719 (2024) - [i5]Hongbo Chu, Qiehe Sun, Jiawen Li, Yuxuan Chen, Lizhong Zhang, Tian Guan, Anjia Han, Yonghong He:
RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification. CoRR abs/2403.10858 (2024) - [i4]Qilai Zhang, Jiawen Li, Peiran Liao, Jiali Hu, Tian Guan, Anjia Han, Yonghong He:
Leveraging Pre-trained Models for FF-to-FFPE Histopathological Image Translation. CoRR abs/2406.18054 (2024) - [i3]Yingxue Xu, Yihui Wang, Fengtao Zhou, Jiabo Ma, Shu Yang, Huangjing Lin, Xin Wang, Jiguang Wang, Li Liang, Anjia Han, Ronald Cheong Kin Chan, Hao Chen:
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model. CoRR abs/2407.15362 (2024) - [i2]Jiabo Ma, Zhengrui Guo, Fengtao Zhou, Yihui Wang, Yingxue Xu, Yu Cai, Zhengjie Zhu, Cheng Jin, Yi Lin, Xinrui Jiang, Anjia Han, Li Liang, Ronald Cheong Kin Chan, Jiguang Wang, Kwang-Ting Cheng, Hao Chen:
Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation. CoRR abs/2407.18449 (2024) - [i1]Jiawen Li, Qiehe Sun, Renao Yan, Yizhi Wang, Yuqiu Fu, Yani Wei, Tian Guan, Huijuan Shi, Yonghong He, Anjia Han:
Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image. CoRR abs/2411.10709 (2024) - 2022
- [j2]Yiqing Liu, Qiming He, Hufei Duan, Huijuan Shi, Anjia Han, Yonghong He:
Using Sparse Patch Annotation for Tumor Segmentation in Histopathological Images. Sensors 22(16): 6053 (2022) - [c2]Yiqing Liu, Hufei Duan, Huijuan Shi, Yuxin Ni, Xin Wang, Anjia Han, Yonghong He:
A Domain Adaptive and Label-efficient Deep Learning Method for Ki-67 Scoring in Infiltrative Breast Ductal Carcinoma Cells. CCRIS 2022: 211-218 - [c1]Zhizhong Chai, Luyang Luo, Huangjing Lin, Hao Chen, Anjia Han, Pheng-Ann Heng:
Deep Semi-Supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection. ISBI 2022: 1-5 - 2021
- [j1]Shuting Liu, Baochang Zhang, Yiqing Liu, Anjia Han, Huijuan Shi, Tian Guan, Yonghong He:
Unpaired Stain Transfer Using Pathology-Consistent Constrained Generative Adversarial Networks. IEEE Trans. Medical Imaging 40(8): 1977-1989 (2021)
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