Semi-supervised Detection, Identification and Segmentation for Abdominal Organs. - Mingze Sun; Yankai Jiang 001; Heng Guo 008 (FLARE@MICCAI, 2022)

A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation. - Minfeng Xu; Heng Guo 008; Jianfeng Zhang; Ke Yan 006; Le Lu 001 (CoRR, 2022)

Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis. - Yankai Jiang 001; Mingze Sun; Heng Guo 008; Xiaoyu Bai; Ke Yan 006; Le Lu 001; Minfeng Xu (ICCV, 2023)

Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Segmentation. - Yankai Jiang 001; Mingze Sun; Heng Guo 008; Ke Yan 006; Le Lu 001; Minfeng Xu (CoRR, 2023)

CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data. - Wei Fang 005; Yuxing Tang; Heng Guo 008; Mingze Yuan; Tony C. W. Mok; Ke Yan 006; Jiawen Yao; Xin Chen 058; Zaiyi Liu; Le Lu 001; Ling Zhang 002; Minfeng Xu (CVPR, 2024)

Representing Topological Self-similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures. - Jiaxing Huang; Yanfeng Zhou; Yaoru Luo; Guole Liu; Heng Guo 008; Ge Yang 002 (ECCV (30), 2024)

Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans. - Heng Guo 008; Jianfeng Zhang; Jiaxing Huang; Tony C. W. Mok; Dazhou Guo; Ke Yan 006; Le Lu 001; Dakai Jin; Minfeng Xu (AAAI, 2025)

Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-supervision, Mixture of Experts and Multi-task Integration. - Jiaxing Huang; Heng Guo 008; Le Lu 001; Fan Yang 081; Minfeng Xu; Ge Yang 002; Wei Luo (MICCAI (15), 2025)

Med-Query: Steerable Parsing of 9-DoF Medical Anatomies With Query Embedding. - Heng Guo 008; Jianfeng Zhang; Ke Yan 006; Le Lu 001; Minfeng Xu (IEEE J. Biomed. Health Informatics, 2025)

A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT. - Dazhou Guo; Zhanghexuan Ji; Yanzhou Su; Dandan Zheng; Heng Guo 008; Puyang Wang; Ke Yan 006; Yirui Wang 002; Qinji Yu; Zi Li; Minfeng Xu; Jianfeng Zhang; et al. (CoRR, 2025)

M3Ret: Unleashing Zero-shot Multimodal Medical Image Retrieval via Self-Supervision. - Che Liu; Zheng Jiang; Chengyu Fang 001; Heng Guo 008; Yan-Jie Zhou; Jiaqi Qu; Le Lu 001; Minfeng Xu (CoRR, 2025)