Mengyun Qiao

33 papers Journal 20Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Foundation Model for Lesion Segmentation on Brain MRI With Mixture of Modality Experts.
IEEE Trans. Medical Imaging
Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Paul M. Matthews, Yaou Liu, Chuyang Ye, Wenjia Bai
2025 J jnl
A unified framework for geometry-independent operator learning in cardiac electrophysiology simulations.
CoRR
Bei Zhou, Cesare Corrado, Shuang Qian, Maximilian Balmus, Angela W. C. Lee, Cristóbal Rodero, Marco J. W. Gotte, Luuk H. G. A. Hopman, Mengyun Qiao, Steven A. Niederer
2025 — conf
CardiacFlow: 3D+t Four-Chamber Cardiac Shape Completion and Generation via Flow Matching.
MICCAI (2)
Qiang Ma, Qingjie Meng, Mengyun Qiao, Paul M. Matthews, Declan P. O'Regan, Wenjia Bai
2025 — conf
Mesh4D: A Motion-Aware Multi-view Variational Autoencoder for 3D+t Mesh Reconstruction.
MICCAI (16)
Mengyun Qiao, Jin Zheng, Weitong Zhang, Qiang Ma, Liu Li, Bernhard Kainz, Declan P. O'Regan, Paul M. Matthews, Steven A. Niederer, Wenjia Bai
2025 J jnl
Multi-Agent Reasoning for Cardiovascular Imaging Phenotype Analysis.
CoRR
Weitong Zhang, Mengyun Qiao, Chengqi Zang, Steven A. Niederer, Paul M. Matthews, Wenjia Bai, Bernhard Kainz
2025 — conf
Multi-agent Reasoning for Cardiovascular Imaging Phenotype Analysis.
MICCAI (1)
Weitong Zhang, Mengyun Qiao, Chengqi Zang, Steven A. Niederer, Paul M. Matthews, Wenjia Bai, Bernhard Kainz
2025 J jnl
Multimodal Conditional MeshGAN for Personalized Aneurysm Growth Prediction.
CoRR
Long Chen, Ashiv Patel, Mengyun Qiao, Mohammad Yousuf Salmasi, Salah A. Hammouche, Vasilis Stavrinides, Jasleen Nagi, Soodeh Kalaie, Xiao Yun Xu, Wenjia Bai, Declan P. O'Regan
2025 J jnl
Towards Effective MLLM Jailbreaking Through Balanced On-Topicness and OOD-Intensity.
CoRR
Zuoou Li, Weitong Zhang, Jingyuan Wang, Shuyuan Zhang, Wenjia Bai, Bernhard Kainz, Mengyun Qiao
2024 — conf
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts.
MICCAI (12)
Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Cheng Ouyang, Yaou Liu, Paul M. Matthews, Chuyang Ye, Wenjia Bai
2024 J jnl
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts.
CoRR
Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Cheng Ouyang, Yaou Liu, Paul M. Matthews, Chuyang Ye, Wenjia Bai
2024 J jnl
A Personalised 3D+t Mesh Generative Model for Unveiling Normal Heart Dynamics.
CoRR
Mengyun Qiao, Kathryn A. McGurk, Shuo Wang, Paul M. Matthews, Declan P. O'Regan, Wenjia Bai
2024 J jnl
CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy.
IEEE Trans. Medical Imaging
Mengyun Qiao, Shuo Wang, Huaqi Qiu, Antonio de Marvao, Declan P. O'Regan, Daniel Rueckert, Wenjia Bai
2023 J jnl
CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy.
CoRR
Mengyun Qiao, Shuo Wang, Huaqi Qiu, Antonio de Marvao, Declan P. O'Regan, Daniel Rueckert, Wenjia Bai
2023 — conf
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis.
MICCAI (10)
Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz
2023 J jnl
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis.
CoRR
Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz
2023 J jnl
GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data.
IEEE Trans. Medical Imaging
Jing Jiao, Hongshuang Sun, Yi Huang, Menghua Xia, Mengyun Qiao, Yunyun Ren, Yuanyuan Wang, Yi Guo
2023 — conf
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation.
DALI@MICCAI
Berke Doga Basaran, Weitong Zhang, Mengyun Qiao, Bernhard Kainz, Paul M. Matthews, Wenjia Bai
2023 J jnl
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation.
CoRR
Berke Doga Basaran, Weitong Zhang, Mengyun Qiao, Bernhard Kainz, Paul M. Matthews, Wenjia Bai
2023 — conf
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization.
MICCAI (1)
Che Liu, Sibo Cheng, Chen Chen, Mengyun Qiao, Weitong Zhang, Anand Shah, Wenjia Bai, Rossella Arcucci
2023 J jnl
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization.
CoRR
Che Liu, Sibo Cheng, Chen Chen, Mengyun Qiao, Weitong Zhang, Anand Shah, Wenjia Bai, Rossella Arcucci
2023 — conf
Robust Segmentation via Topology Violation Detection and Feature Synthesis.
MICCAI (4)
Liu Li, Qiang Ma, Cheng Ouyang, Zeju Li, Qingjie Meng, Weitong Zhang, Mengyun Qiao, Vanessa Kyriakopoulou, Joseph V. Hajnal, Daniel Rueckert, Bernhard Kainz
2023 — conf
T1/T2 Relaxation Temporal Modelling from Accelerated Acquisitions Using a Latent Transformer.
STACOM@MICCAI
Michael Tänzer, Fanwen Wang, Mengyun Qiao, Wenjia Bai, Daniel Rueckert, Guang Yang, Sonia Nielles-Vallespin
2022 J jnl
Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features.
IEEE J. Biomed. Health Informatics
Mengyun Qiao, Chencheng Liu, Zeju Li, Jin Zhou, Qin Xiao, Shichong Zhou, Cai Chang, Yajia Gu, Yi Guo, Yuanyuan Wang
2022 — conf
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data.
STACOM@MICCAI
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai
2022 J jnl
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data.
CoRR
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai
2022 — conf
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images.
SASHIMI@MICCAI
Berke Doga Basaran, Mengyun Qiao, Paul M. Matthews, Wenjia Bai
2022 J jnl
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images.
CoRR
Berke Doga Basaran, Mengyun Qiao, Paul M. Matthews, Wenjia Bai
2021 J jnl
Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network.
Comput. Medical Imaging Graph.
Mengyun Qiao, Shiteng Suo, Fang Cheng, Jia Hua, Dan Xue, Yi Guo, Jianrong Xu, Yuanyuan Wang
2020 J jnl
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging.
CoRR
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Mengyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nuñez Garcia, Oscar Camara, Nicoló Savioli, Pablo Lamata, Jichao Zhao
2020 J jnl
Breast DCE-MRI radiomics: a robust computer-aided system based on reproducible BI-RADS features across the influence of datasets bias and segmentation methods.
Int. J. Comput. Assist. Radiol. Surg.
Mengyun Qiao, Chengkang Li, Shiteng Suo, Fang Cheng, Jia Hua, Dan Xue, Yi Guo, Jianrong Xu, Yuanyuan Wang
2019 — conf
Breast Calcifications Detection Based on Radiofrequency Signals by Quantitative Ultrasound Multi-parameter Fusion.
EMBC
Mengyun Qiao, Yi Guo, Shichong Zhou, Cai Chang, Yuanyuan Wang
2019 J jnl
Combining a Fully Convolutional Network and an Active Contour Model for Automatic 2D Breast Tumor Segmentation from Ultrasound Images.
J. Medical Imaging Health Informatics
Zhou Fang, Mengyun Qiao, Yi Guo, Yuanyuan Wang, Jiawei Li, Shichong Zhou, Cai Chang
2018 — conf
Fully Automated Left Atrium Cavity Segmentation from 3D GE-MRI by Multi-atlas Selection and Registration.
STACOM@MICCAI
Mengyun Qiao, Yuanyuan Wang, Rob J. van der Geest, Qian Tao