| 2026 | ACL | CT-FineBench: A Diagnostic Fidelity Benchmark for Fine-Grained Evaluation of CT Report Generation. | Ruifeng Yuan, Wanxing Chang, Weiwei Cao, Bowen Shi, Zhongyu Wei, Ling Zhang, Jianpeng Zhang |
| 2025 | ICCV | Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-Language Pre-Training. | Weiwei Cao, Jianpeng Zhang, Zhongyi Shui, Sinuo Wang, Zeli Chen, Xi Li, Le Lu, Xianghua Ye, Tingbo Liang, Qi Zhang, Ling Zhang |
| 2025 | ICLR | Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding. | Zhongyi Shui, Jianpeng Zhang, Weiwei Cao, Sinuo Wang, Ruizhe Guo, Le Lu, Lin Yang, Xianghua Ye, Tingbo Liang, Qi Zhang, Ling Zhang |
| 2025 | ISNN | A Hybrid LSTM-CNN Algorithm for Swine Posture Recognition Using Multimodal Sensor Data. | Xiaoshu Zhu, Lei Wei, Tao Zhou, Jianpeng Zhang, Changna Qian, Xiaonan Luo |
| 2024 | CVPR | Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-Ray Expert Models. | Weiwei Cao, Jianpeng Zhang, Yingda Xia, Tony C. W. Mok, Zi Li, Xianghua Ye, Le Lu, Jian Zheng, Yuxing Tang, Ling Zhang |
| 2024 | CVPR | Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration. | Tony C. W. Mok, Zi Li, Yunhao Bai, Jianpeng Zhang, Wei Liu, Yan-Jie Zhou, Ke Yan, Dakai Jin, Yu Shi, Xiaoli Yin, Le Lu, Ling Zhang |
| 2024 | CVPR | Continual Self-Supervised Learning: Towards Universal Multi-Modal Medical Data Representation Learning. | Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Qi Wu, Yong Xia |
| 2023 | ICCV | CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans. | Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan L. Yuille, Zaiyi Liu, Ling Zhang |
| 2023 | MICCAI | Unpaired Cross-Modal Interaction Learning for COVID-19 Segmentation on Limited CT Images. | Qingbiao Guan, Yutong Xie, Bing Yang, Jianpeng Zhang, Zhibin Liao, Qi Wu, Yong Xia |
| 2023 | MICCAI | Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality. | Hu Wang, Congbo Ma, Jianpeng Zhang, Yuan Zhang, Jodie Avery, Louise Hull, Gustavo Carneiro |
| 2023 | MICCAI | MedIM: Boost Medical Image Representation via Radiology Report-Guided Masking. | Yutong Xie, Lin Gu, Tatsuya Harada, Jianpeng Zhang, Yong Xia, Qi Wu |
| 2023 | MICCAI | UniSeg: A Prompt-Driven Universal Segmentation Model as Well as A Strong Representation Learner. | Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia |
| 2023 | MICCAI | Parse and Recall: Towards Accurate Lung Nodule Malignancy Prediction Like Radiologists. | Jianpeng Zhang, Xianghua Ye, Jianfeng Zhang, Yuxing Tang, Minfeng Xu, Jianfei Guo, Xin Chen, Zaiyi Liu, Jingren Zhou, Le Lu, Ling Zhang |
| 2023 | MICCAI | TPRO: Text-Prompting-Based Weakly Supervised Histopathology Tissue Segmentation. | Shaoteng Zhang, Jianpeng Zhang, Yutong Xie, Yong Xia |
| 2022 | ECCV | Uncertainty-Aware Multi-modal Learning via Cross-Modal Random Network Prediction. | Hu Wang, Jianpeng Zhang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro |
| 2022 | ECCV | UniMiSS: Universal Medical Self-supervised Learning via Breaking Dimensionality Barrier. | Yutong Xie, Jianpeng Zhang, Yong Xia, Qi Wu |
| 2022 | MICCAI | DeSD: Self-Supervised Learning with Deep Self-Distillation for 3D Medical Image Segmentation. | Yiwen Ye, Jianpeng Zhang, Ziyang Chen, Yong Xia |
| 2022 | MICCAI | TransWS: Transformer-Based Weakly Supervised Histology Image Segmentation. | Shaoteng Zhang, Jianpeng Zhang, Yong Xia |
| 2021 | CVPR | DoDNet: Learning To Segment Multi-Organ and Tumors From Multiple Partially Labeled Datasets. | Jianpeng Zhang, Yutong Xie, Yong Xia, Chunhua Shen |
| 2021 | MICCAI | CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation. | Yutong Xie, Jianpeng Zhang, Chunhua Shen, Yong Xia |
| 2021 | MICCAI | Transfer Learning for KiTS21 Challenge. | Xi Yang, Jianpeng Zhang, Jing Zhang, Yong Xia |
| 2020 | IWCMC | A Max-log-MPA algorithm based on serial and threshold in SCMA system. | Guanghua Zhang, Zonglin Gu, Jianpeng Zhang, Shihai Li, Jingqiu Ren, Weidang Lu |
| 2020 | MICCAI | Boundary-Aware Network for Kidney Tumor Segmentation. | Shishuai Hu, Jianpeng Zhang, Yong Xia |
| 2020 | MICCAI | Pairwise Relation Learning for Semi-supervised Gland Segmentation. | Yutong Xie, Jianpeng Zhang, Zhibin Liao, Johan Verjans, Chunhua Shen, Yong Xia |
| 2020 | MICCAI | EfficientSeg: A Simple But Efficient Solution to Myocardial Pathology Segmentation Challenge. | Jianpeng Zhang, Yutong Xie, Zhibin Liao, Johan Verjans, Yong Xia |
| 2019 | IJCAI | Light-Weight Hybrid Convolutional Network for Liver Tumor Segmentation. | Jianpeng Zhang, Yutong Xie, Pingping Zhang, Hao Chen, Yong Xia, Chunhua Shen |
| 2019 | MICCAI | Deep Segmentation-Emendation Model for Gland Instance Segmentation. | Yutong Xie, Hao Lu, Jianpeng Zhang, Chunhua Shen, Yong Xia |
| 2018 | IJCAI | DyNMF: Role Analytics in Dynamic Social Networks. | Yulong Pei, Jianpeng Zhang, George H. L. Fletcher, Mykola Pechenizkiy |
| 2018 | MICCAI | Skin Lesion Classification in Dermoscopy Images Using Synergic Deep Learning. | Jianpeng Zhang, Yutong Xie, Qi Wu, Yong Xia |
| 2017 | MICCAI | Transferable Multi-model Ensemble for Benign-Malignant Lung Nodule Classification on Chest CT. | Yutong Xie, Yong Xia, Jianpeng Zhang, David Dagan Feng, Michael J. Fulham, Weidong Cai |
| 2016 | ICPR | Person re-identification via person DPM based partition. | Shaomei Li, Chao Gao, Hongtao Yu, Jianpeng Zhang |
| 2016 | MICCAI | Lung Nodule Classification by Jointly Using Visual Descriptors and Deep Features. | Yutong Xie, Jianpeng Zhang, Sidong Liu, Weidong Cai, Yong Xia |
| 2016 | SAC | A robust density-based clustering algorithm for multi-manifold structure. | Jianpeng Zhang, Mykola Pechenizkiy, Yulong Pei, Julia Efremova |