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2020 – today
- 2025
[j5]Tianxu Lv, Jiansong Fan, Zexin Chen, Yuan Liu, Jianming Ni, Wei Chu, Xiang Pan
:
Semantic consistency-guided patch-wise relation graph reasoning scheme for lung cancer organoid segmentation in brightfield microscopy. Comput. Methods Programs Biomed. 271: 108964 (2025)- [j4]Yicheng Di, Hongjian Shi, Jiansong Fan, Jiayu Bao, Gaoyuan Huang, Yuan Liu:
Efficient federated recommender system based on Slimify Module and Feature Sharpening Module. Knowl. Inf. Syst. 67(8): 6611-6644 (2025) - [j3]Jiansong Fan, Qi Sun, Yicheng Di, Jiayu Bao, Tianxu Lv, Yuan Liu, Xiaoyun Hu, Lihua Li, Xiaobin Cui, Xiang Pan:
DIPathMamba: A domain-incremental weakly supervised state space model for pathology image segmentation. Medical Image Anal. 103: 103563 (2025) - [c8]Delin Pan, Jiansong Fan, Jie Zhu, Llihua Li, Xiang Pan:
Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation. AAAI 2025: 6272-6280 - [c7]Yicheng Di, Jiansong Fan, Rui Zhang, Song Shen, Jiayu Bao, Rongsheng Hu, Yuan Liu:
Global Perception Federated Recommender System for Click-Through Rate Prediction. ICME 2025: 1-6 - [c6]Tianxu Lv, Hongnian Tian, Jiansong Fan, Yuan Liu, Lihua Li, Xiang Pan:
RLBCD: Residual-guided Latent Brownian-bridge Co-Diffusion for Anatomical-to-Metabolic Image Synthesis. IJCAI 2025: 5896-5904 - [c5]Hongnian Tian, Tianxu Lv, Jiansong Fan, Delin Pan, Lihua Li, Xiang Pan:
Coarse-to-Fine Medical Image Translation by Incorporating Deterministic Guidance and Probabilistic Refinement. MICCAI (8) 2025: 128-137 - [c4]Xiaoyan Hong, Jiansong Fan, Zhaohong Deng, Xiang Pan:
Dual-Branch Dynamic Coupling Weakly Supervised Learning for Class-Incremental Histopathological Region Segmentation. MICCAI (10) 2025: 149-158 - [c3]Haoran Yang, Jiansong Fan, Lihua Li, Xiang Pan:
Meta-learning-Driven CT Morphology Disentangled Diffusion Model for Multi-region SPECT Attenuation Correction. MICCAI (13) 2025: 350-359 - [c2]Jiansong Fan, Yicheng Di, Jiayu Bao, Lihua Li, Xiang Pan:
Synchronous Inhibition and Activation for Weakly Supervised Semantic Segmentation of Pathology Images. MICCAI (11) 2025: 583-592 - 2024
- [j2]Jiansong Fan, Tianxu Lv, Shunyuan Jia, Yuan Liu, Ruihong Deng, Zexin Chen, Yu Zhu, Lihua Li, Chunjuan Jiang, Jianming Ni, Xiang Pan:
A local-global unified scheme driven by positionable texture and multi-level boundary for lung cancer organoids segmentation. Expert Syst. Appl. 250: 123888 (2024) - [j1]Jiansong Fan, Tianxu Lv, Pei Wang, Xiaoyan Hong, Yuan Liu, Chunjuan Jiang, Jianming Ni, Lihua Li, Xiang Pan:
DCDiff: Dual-Granularity Cooperative Diffusion Models for Pathology Image Analysis. IEEE Trans. Medical Imaging 43(12): 4393-4403 (2024) - [c1]Jiansong Fan, Tianxu Lv, Yicheng Di, Lihua Li, Xiang Pan:
PathMamba: Weakly Supervised State Space Model for Multi-class Segmentation of Pathology Images. MICCAI (8) 2024: 500-509
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