FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides. - Xiebo Geng; Sibo Liu; Wei Han; Xu Li; Jiabo Ma; Jingya Yu; Xiuli Liu; Shaoqun Zeng; Li Chen; Shenghua Cheng (CoRR, 2020)

Reconstruct high-resolution multi-focal plane images from a single 2D wide field image. - Jiabo Ma; Sibo Liu; Shenghua Cheng; Xiuli Liu; Li Cheng; Shaoqun Zeng (CoRR, 2020)

PathSRGAN: Multi-Supervised Super-Resolution for Cytopathological Images Using Generative Adversarial Network. - Jiabo Ma; Jingya Yu; Sibo Liu; Li Chen; Xu Li; Jie Feng 013; Zhixing Chen; Shaoqun Zeng; Xiuli Liu; Shenghua Cheng (IEEE Trans. Medical Imaging, 2020)

STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network. - Jiabo Ma; Sibo Liu; Shenghua Cheng; Ruixi Chen; Xiuli Liu; Li Chen; Shaoqun Zeng (IEEE Trans. Medical Imaging, 2022)

LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset. - Yiping Jiao; Jeroen van der Laak; Shadi Albarqouni; Zhang Li; Tao Tan; Abhir Bhalerao; Jiabo Ma; Jiamei Sun; Johnathon Pocock; Josien P. W. Pluim; Navid Alemi Koohbanani; Raja Muhammad Saad Bashir; et al. (CoRR, 2023)

HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context Interaction. - Zhengrui Guo; Jiabo Ma; Yingxue Xu; Yihui Wang 002; Liansheng Wang; Hao Chen 011 (MICCAI (4), 2024)

A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model. - Yingxue Xu; Yihui Wang 002; Fengtao Zhou; Jiabo Ma; Shu Yang 004; Huangjing Lin; Xin Wang; Jiguang Wang; Li Liang; Anjia Han; Ronald Cheong Kin Chan; Hao Chen 011 (CoRR, 2024)

Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation. - Jiabo Ma; Zhengrui Guo; Fengtao Zhou; Yihui Wang 002; Yingxue Xu; Yu Cai 005; Zhengjie Zhu; Cheng Jin 003; Yi Lin 009; Xinrui Jiang; Anjia Han; Li Liang; et al. (CoRR, 2024)

FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification. - Zhengrui Guo; Conghao Xiong; Jiabo Ma; Qichen Sun; Lishuang Feng; Jinzhuo Wang; Hao Chen 011 (CoRR, 2024)

LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset. - Yiping Jiao; Jeroen van der Laak; Shadi Albarqouni; Zhang Li; Tao Tan; Abhir Bhalerao; Shenghua Cheng; Jiabo Ma; John Pocock; Josien P. W. Pluim; Navid Alemi Koohbanani; Raja Muhammad Saad Bashir; et al. (IEEE J. Biomed. Health Informatics, 2024)

Efficient Supervised Pretraining of Swin-Transformer for Virtual Staining of Microscopy Images. - Jiabo Ma; Hao Chen 011 (IEEE Trans. Medical Imaging, 2024)

FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification. - Zhengrui Guo; Conghao Xiong; Jiabo Ma; Qichen Sun; Lishuang Feng; Jinzhuo Wang; Hao Chen (CVPR, 2025)

Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images. - Zhengrui Guo; Qichen Sun; Jiabo Ma; Lishuang Feng; Jinzhuo Wang; Hao Chen (CoRR, 2025)

Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation. - Hao Jiang 028; Cheng Jin 003; Huangjing Lin; Yanning Zhou 001; Xi Wang 013; Jiabo Ma; Li Ding; Jun Hou; Runsheng Liu; Zhizhong Chai; Luyang Luo; Huijuan Shi; et al. (CoRR, 2025)

FreeTumor: Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition. - Linshan Wu; Jiaxin Zhuang; Yanning Zhou 003; Sunan He; Jiabo Ma; Luyang Luo; Xi Wang 013; Xuefeng Ni; Xiaoling Zhong; Mingxiang Wu; Yinghua Zhao; Xiaohui Duan; et al. (CoRR, 2025)

PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks. - Fang Yan 002; Jianfeng Wu; Jiawen Li 005; Wei Wang 057; Jiaxuan Lu; Wen Chen 001; Zizhao Gao; Jianan Li; Hong Yan; Jiabo Ma; Minda Chen; Yang Lu 009; et al. (CoRR, 2025)

PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology. - Jiabo Ma; Yingxue Xu; Fengtao Zhou; Yihui Wang 002; Cheng Jin 003; Zhengrui Guo; Jianfeng Wu; On Ki Tang; Huajun Zhou; Xi Wang 013; Luyang Luo; Zhengyu Zhang; et al. (CoRR, 2025)

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images. - Cheng Jin 003; Fengtao Zhou; Yunfang Yu; Jiabo Ma; Yihui Wang 002; Yingxue Xu; Huajun Zhou; Hao Jiang 028; Luyang Luo; Luhui Mao; Zifan He; Xiuming Zhang; et al. (CoRR, 2025)

A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model. - Zhe Xu; Ziyi Liu; Junlin Hou; Jiabo Ma; Cheng Jin; Yihui Wang; Zhixuan Chen; Zhengyu Zhang; Zhengrui Guo; Fengtao Zhou; Yingxue Xu; Xi Wang; et al. (CoRR, 2025)