Location-Guided Multi-Modality Collaborative Learning for Prostate Tumor Segmentation. - Runqi Meng; Xiao Zhang 028; Shijie Huang; Yuning Gu; Guangyu Wu; Guiqin Liu; Dinggang Shen (ISBI, 2023)

NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images. - Runqi Meng; Xiao Zhang 028; Shijie Huang; Yuning Gu; Guiqin Liu; Guangyu Wu; Nizhuan Wang 001; Kaicong Sun; Dinggang Shen (AAAI, 2024)

LM-UNet: Whole-Body PET-CT Lesion Segmentation with Dual-Modality-Based Annotations Driven by Latent Mamba U-Net. - Anglin Liu; Dengqiang Jia; Kaicong Sun; Runqi Meng; Meixin Zhao; Yongluo Jiang; Zhijian Dong; Yaozong Gao; Dinggang Shen (MICCAI (9), 2024)

SurRecNet: A Multi-task Model with Integrating MRI and Diagnostic Descriptions for Rectal Cancer Survival Analysis. - Runqi Meng; Zonglin Liu; Yiqun Sun; Dengqiang Jia; Lin Teng; Qiong Ma; Tong Tong; Kaicong Sun; Dinggang Shen (CaPTion@MICCAI, 2024)

Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation. - Lin Teng; Zihao Zhao 002; Jiawei Huang; Zehong Cao; Runqi Meng; Feng Shi 001; Dinggang Shen (MICCAI (2), 2024)

Modality-Specific Information Disentanglement From Multi-Parametric MRI for Breast Tumor Segmentation and Computer-Aided Diagnosis. - Qianqian Chen; Jiadong Zhang; Runqi Meng; Lei Zhou 003; Zhenhui Li; Qianjin Feng; Dinggang Shen (IEEE Trans. Medical Imaging, 2024)

Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging. - Yujin Oh; Robert Seifert; Yihan Cao; Christoph Clement; Justin Ferdinandus; Constantin Lapa; Alessandro Liebich; Michelle Amon; Johanna Enke; Sifan Song; Runqi Meng; Fang Zeng; et al. (CoRR, 2025)

MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts. - Runqi Meng; Sifan Song; Pengfei Jin; Yujin Oh; Lin Teng; Yulin Wang; Yiqun Sun; Ling Chen; Xiang Li 001; Quanzheng Li; Ning Guo; Dinggang Shen (CoRR, 2025)

OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging. - Sifan Song; Siyeop Yoon; Pengfei Jin; Sekeun Kim; Matthew Tivnan; Yujin Oh; Runqi Meng; Ling Chen; Zhiliang Lyu; Dufan Wu; Ning Guo; Xiang Li 001; et al. (CoRR, 2025)

Multitask deep learning model based on multimodal data for predicting prognosis of rectal cancer: a multicenter retrospective study. - Qiong Ma; Runqi Meng; Ruiting Li; Ling Dai; Fu Shen; Jie Yuan; Danqi Sun; Manman Li; Caixia Fu; Rong Li; Feng Feng; Yonggang Li; et al. (BMC Medical Informatics Decis. Mak., 2025)