Linghan Cai

According to our database, Linghan Cai authored at least 29 papers between 2012 and 2026.

Collaborative distances:

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

2026

SeCoMIL: Semantic Anchor-Based Context-Aware Multiple Instance Learning for Whole Slide Image Classification.

Shenjin Huang, GuoJun Liu, Linghan Cai, Hailun Cheng, Zichun Huang, Yongbing Zhang

IEEE Trans. Circuits Syst. Video Technol., March, 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

3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis.

Ziyue Wang, Linghan Cai, Chang Han Low, Haofeng Liu, Junde Wu, Jingyu Wang, Rui Wang, Lei Song, Jiang Bian, Jingjing Fu, Yueming Jin

CoRR, 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

Unsupervised cross-domain semantic segmentation on multi-modality ovarian tumor ultrasound data.

Shuchang Lyu, Qi Zhao, Wenpei Bai, Linghan Cai, Guangliang Cheng, Guangxia Cui, Min Yang, Lijiang Chen, Huiyu Zhou

Pattern Recognit., 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

Disentangled Pseudo-Bag Augmentation for Whole Slide Image Multiple Instance Learning.

Jiuyang Dong, Junjun Jiang, Kui Jiang, Jiahan Li, Linghan Cai, Yongbing Zhang

IEEE Trans. Medical Imaging, November, 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

Does DINOv3 Set a New Medical Vision Standard?

Che Liu, Yinda Chen, Haoyuan Shi, Jinpeng Lu, Bailiang Jian, Jiazhen Pan, Linghan Cai, Jiayi Wang, Yundi Zhang, Jun Li, Cosmin I. Bercea, Cheng Ouyang, Chen Chen, Zhiwei Xiong, Benedikt Wiestler, Christian Wachinger, Daniel Rueckert, Wenjia Bai, Rossella Arcucci

CoRR, September, 2025

SEINE: Structure Encoding and Interaction Network for Nuclei Instance Segmentation.

Ye Zhang, Linghan Cai, Ziyue Wang, Yongbing Zhang

IEEE J. Biomed. Health Informatics, August, 2025

IPGPhormer: Interpretable Pathology Graph-Transformer for Survival Analysis.

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

CoRR, August, 2025

Focus Your Attention: Multiple Instance Learning With Attention Modification for Whole Slide Pathological Image Classification.

Hailun Cheng, Shenjin Huang, Linghan Cai, Yangfan Xu, Runming Wang, Yongbing Zhang

IEEE Trans. Circuits Syst. Video Technol., June, 2025

DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions.

Ye Zhang, Yifeng Wang, Zijie Fang, Hao Bian, Linghan Cai, Ziyue Wang, Yongbing Zhang

IEEE Trans. Circuits Syst. Video Technol., May, 2025

AttriMIL: Revisiting attention-based multiple instance learning for whole-slide pathological image classification from a perspective of instance attributes.

Linghan Cai, Shenjin Huang, Ye Zhang, Jinpeng Lu, Yongbing Zhang

Medical Image Anal., 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

Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction.

Fengchun Liu, Linghan Cai, Zhikang Wang, Zhiyuan Fan, Jin-gang Yu, Hao Chen, Yongbing Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Relation-Aware Graph Attention Network for Nuclei Classification.

Lingbo Zhang, Ye Zhang, Linghan Cai, Xianchao Guan, Kai Zhang, Yongbing Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

AMKD: Adaptive Multi-modality Knowledge Distillation for Pathological Survival Analysis.

Yangfan Xu, Linghan Cai, Yifeng Wang, Hailun Cheng, Fengchun Liu, Runming Wang, Yongbing Zhang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

2024

Know your orientation: A viewpoint-aware framework for polyp segmentation.

Linghan Cai, Lijiang Chen, Jianhao Huang, Yifeng Wang, Yongbing Zhang

Medical Image Anal., 2024

Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint.

Linghan Cai, Shenjin Huang, Ye Zhang, Jinpeng Lu, Yongbing Zhang

CoRR, 2024

Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation.

Ye Zhang, Ziyue Wang, Yifeng Wang, Hao Bian, Linghan Cai, Hengrui Li, Lingbo Zhang, Yongbing Zhang

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

Dynamic Pseudo Label Optimization in Point-Supervised Nuclei Segmentation.

Ziyue Wang, Ye Zhang, Yifeng Wang, Linghan Cai, Yongbing Zhang

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

2023

A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT Images.

Linghan Cai, Jianhao Huang, Zihang Zhu, Jinpeng Lu, Yongbing Zhang

CoRR, 2023

2022

A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation.

Qi Zhao, Shuchang Lyu, Wenpei Bai, Linghan Cai, Binghao Liu, Meijing Wu, Xiubo Sang, Min Yang, Lijiang Chen

CoRR, 2022

Using Guided Self-Attention with Local Information for Polyp Segmentation.

Linghan Cai, Meijing Wu, Lijiang Chen, Wenpei Bai, Min Yang, Shuchang Lyu, Qi Zhao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2012

Device communication: a multi-modal communication platform for internet connected televisions.

James Cortez, David A. Shamma, Linghan Cai

Proceedings of the 10th European Conference on Interactive TV and Video, 2012