Fully Automated Left Atrium Cavity Segmentation from 3D GE-MRI by Multi-atlas Selection and Registration. - Mengyun Qiao; Yuanyuan Wang 001; Rob J. van der Geest; Qian Tao (STACOM@MICCAI, 2018)

Breast Calcifications Detection Based on Radiofrequency Signals by Quantitative Ultrasound Multi-parameter Fusion. - Mengyun Qiao; Yi Guo 002; Shichong Zhou; Cai Chang; Yuanyuan Wang 001 (EMBC, 2019)

Combining a Fully Convolutional Network and an Active Contour Model for Automatic 2D Breast Tumor Segmentation from Ultrasound Images. - Zhou Fang; Mengyun Qiao; Yi Guo 002; Yuanyuan Wang 001; Jiawei Li; Shichong Zhou; Cai Chang (J. Medical Imaging Health Informatics, 2019)

Breast DCE-MRI radiomics: a robust computer-aided system based on reproducible BI-RADS features across the influence of datasets bias and segmentation methods. - Mengyun Qiao; Chengkang Li; Shiteng Suo; Fang Cheng; Jia Hua; Dan Xue; Yi Guo 002; Jianrong Xu; Yuanyuan Wang 001 (Int. J. Comput. Assist. Radiol. Surg., 2020)

A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging. - Zhaohan Xiong; Qing Xia 002; Zhiqiang Hu; Ning Huang; Cheng Bian; Yefeng Zheng 001; Sulaiman Vesal; Nishant Ravikumar; Andreas K. Maier; Xin Yang 009; Pheng-Ann Heng; Dong Ni 001; et al. (CoRR, 2020)

Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network. - Mengyun Qiao; Shiteng Suo; Fang Cheng; Jia Hua; Dan Xue; Yi Guo 002; Jianrong Xu; Yuanyuan Wang 001 (Comput. Medical Imaging Graph., 2021)

Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images. - Berke Doga Basaran; Mengyun Qiao; Paul M. Matthews; Wenjia Bai (SASHIMI@MICCAI, 2022)

Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data. - Mengyun Qiao; Berke Doga Basaran; Huaqi Qiu; Shuo Wang 011; Yi Guo 002; Yuanyuan Wang 001; Paul M. Matthews; Daniel Rueckert; Wenjia Bai (STACOM@MICCAI, 2022)

Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features. - Mengyun Qiao; Chencheng Liu; Zeju Li; Jin Zhou; Qin Xiao; Shichong Zhou; Cai Chang; Yajia Gu; Yi Guo 002; Yuanyuan Wang 001 (IEEE J. Biomed. Health Informatics, 2022)

LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation. - Berke Doga Basaran; Weitong Zhang; Mengyun Qiao; Bernhard Kainz; Paul M. Matthews; Wenjia Bai (DALI@MICCAI, 2023)

Robust Segmentation via Topology Violation Detection and Feature Synthesis. - Liu Li; Qiang Ma 004; Cheng Ouyang; Zeju Li; Qingjie Meng; Weitong Zhang; Mengyun Qiao; Vanessa Kyriakopoulou; Joseph V. Hajnal; Daniel Rueckert; Bernhard Kainz (MICCAI (4), 2023)

M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization. - Che Liu; Sibo Cheng; Chen Chen 042; Mengyun Qiao; Weitong Zhang; Anand Shah; Wenjia Bai; Rossella Arcucci (MICCAI (1), 2023)

Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. - Hadrien Reynaud; Mengyun Qiao; Mischa Dombrowski; Thomas G. Day; Reza Razavi; Alberto Gómez 002; Paul Leeson; Bernhard Kainz (MICCAI (10), 2023)

T1/T2 Relaxation Temporal Modelling from Accelerated Acquisitions Using a Latent Transformer. - Michael Tänzer; Fanwen Wang; Mengyun Qiao; Wenjia Bai; Daniel Rueckert; Guang Yang 006; Sonia Nielles-Vallespin (STACOM@MICCAI, 2023)

GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data. - Jing Jiao; Hongshuang Sun; Yi Huang 018; Menghua Xia; Mengyun Qiao; Yunyun Ren; Yuanyuan Wang 001; Yi Guo 002 (IEEE Trans. Medical Imaging, 2023)

A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts. - Xinru Zhang; Ni Ou; Berke Doga Basaran; Marco Visentin; Mengyun Qiao; Renyang Gu; Cheng Ouyang; Yaou Liu; Paul M. Matthews; Chuyang Ye; Wenjia Bai (MICCAI (12), 2024)

A Personalised 3D+t Mesh Generative Model for Unveiling Normal Heart Dynamics. - Mengyun Qiao; Kathryn A. McGurk; Shuo Wang 011; Paul M. Matthews; Declan P. O'Regan; Wenjia Bai (CoRR, 2024)

CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy. - Mengyun Qiao; Shuo Wang 011; Huaqi Qiu; Antonio de Marvao; Declan P. O'Regan; Daniel Rueckert; Wenjia Bai (IEEE Trans. Medical Imaging, 2024)

A Foundation Model for Lesion Segmentation on Brain MRI With Mixture of Modality Experts. - Xinru Zhang; Ni Ou; Berke Doga Basaran; Marco Visentin; Mengyun Qiao; Renyang Gu; Paul M. Matthews; Yaou Liu; Chuyang Ye; Wenjia Bai (IEEE Trans. Medical Imaging, 2025)

Multi-Agent Reasoning for Cardiovascular Imaging Phenotype Analysis. - Weitong Zhang; Mengyun Qiao; Chengqi Zang; Steven A. Niederer; Paul M. Matthews; Wenjia Bai; Bernhard Kainz (CoRR, 2025)

Towards Effective MLLM Jailbreaking Through Balanced On-Topicness and OOD-Intensity. - Zuoou Li; Weitong Zhang; Jingyuan Wang; Shuyuan Zhang; Wenjia Bai; Bernhard Kainz; Mengyun Qiao (CoRR, 2025)