Publications by authors named "Dimitris Metaxas"

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Towards Modality- and Sampling-Universal Learning Strategies for Accelerating Cardiovascular Imaging: Summary of the CMRxRecon2024 Challenge.
Fanwen Wang, Zi Wang, Yan Li, Jun Lyu, Chen Qin, Dimitris N Metaxas

IEEE Trans Med Imaging· December 2025

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The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023.
Jun Lyu, Chen Qin, Shuo Wang, Fanwen Wang, Yan Li, Dimitris N Metaxas

Med Image Anal· April 2025

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SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models.
Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu, Akash Srivastava, Dimitris Metaxas

IEEE Winter Conf Appl Comput Vis· April 2025

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Editorial for Special Issue on Foundation Models for Medical Image Analysis.
Xiaosong Wang, Dequan Wang, Xiaoxiao Li, Jens Rittscher, Dimitris Metaxas

Med Image Anal· February 2025

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Classification of lung cancer subtypes on CT images with synthetic pathological priors.
Wentao Zhu, Yuan Jin, Gege Ma, Geng Chen, Jan Egger, Dimitris N Metaxas

Med Image Anal· July 2024

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Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition.
Leming Guo, Wanli Xue, Bo Liu, Kaihua Zhang, Tiantian Yuan, Dimitris Metaxas

IEEE Trans Image Process· June 2024

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On the challenges and perspectives of foundation models for medical image analysis.
Shaoting Zhang, Dimitris Metaxas

Med Image Anal· January 2024

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AVDNet: Joint coronary artery and vein segmentation with topological consistency.
Wenji Wang, Qing Xia, Zhennan Yan, Zhiqiang Hu, Yinan Chen, Dimitris Metaxas

Med Image Anal· January 2024

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CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation.
Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Dimitris N Metaxas

Med Image Anal· October 2023

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Publisher Correction: Mining multi-center heterogeneous medical data with distributed synthetic learning.
Qi Chang, Zhennan Yan, Mu Zhou, Hui Qu, Xiaoxiao He, Dimitris N Metaxas

Nat Commun· October 2023

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Mining multi-center heterogeneous medical data with distributed synthetic learning.
Qi Chang, Zhennan Yan, Mu Zhou, Hui Qu, Xiaoxiao He, Dimitris N Metaxas

Nat Commun· September 2023

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SequenceMorph: A Unified Unsupervised Learning Framework for Motion Tracking on Cardiac Image Sequences.
Meng Ye, Dong Yang, Qiaoying Huang, Mikael Kanski, Leon Axel, Dimitris N Metaxas

IEEE Trans Pattern Anal Mach Intell· August 2023

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Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
Carlos Martin-Isla, Victor M Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Dimitris Metaxas

IEEE J Biomed Health Inform· July 2023

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A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans.
Ananya Jana, Aniruddha Maiti, Dimitris N Metaxas

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation.
Yangfan Ni, Geng Chen, Zhan Feng, Heng Cui, Dimitris Metaxas

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Automatic Lung Cancer Subtypes Classification on CT Images with Self-generated Multi-modality Hybrid Features.
Gege Ma, Yuan Jin, Jianhu Pan, Shaoting Zhang, Dimitris N Metaxas

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer.
Kexin Ding, Mu Zhou, He Wang, Olivier Gevaert, Dimitris Metaxas

Sci Data· April 2023

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Editorial for special issue on explainable and generalizable deep learning methods for medical image computing.
Guotai Wang, Shaoting Zhang, Xiaolei Huang, Tom Vercauteren, Dimitris Metaxas

Med Image Anal· February 2023

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WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image.
Xiangde Luo, Wenjun Liao, Jianghong Xiao, Jieneng Chen, Tao Song, Dimitris N Metaxas

Med Image Anal· November 2022

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DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system.
Qian Da, Xiaodi Huang, Zhongyu Li, Yanfei Zuo, Chenbin Zhang, Dimitris N Metaxas

Med Image Anal· August 2022

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Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency.
Xiangde Luo, Guotai Wang, Wenjun Liao, Jieneng Chen, Tao Song, Dimitris N Metaxas

Med Image Anal· August 2022

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Visualization and Analysis of Multidimensional Cardiovascular Magnetic Resonance Imaging: Challenges and Opportunities.
Leon Axel, Timothy S Phan, Dimitris N Metaxas

Front Cardiovasc Med· July 2022

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Modality Bank: Learn multi-modality images across data centers without sharing medical data.
Qi Chang, Hui Qu, Zhennan Yan, Yunhe Gao, Lohendran Baskaran, Dimitris Metaxas

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching.
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Dimitris N Metaxas

Med Image Anal· January 2022

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Quantifying the cell morphology and predicting biological behavior of signet ring cell carcinoma using deep learning.
Qian Da, Shijie Deng, Jiahui Li, Hongmei Yi, Xiaodi Huang, Dimitris Metaxas

Sci Rep· January 2022

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