Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network

27 April 2019

Papers citing "Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network"

50 / 69 papers shown

Title
Towards Better Cephalometric Landmark Detection with Diffusion Data Generation Dongqian Guo Wencheng Han Pang Lyu Yuxi Zhou Jianbing Shen MedIm 34 0 0 09 May 2025
HepatoGEN: Generating Hepatobiliary Phase MRI with Perceptual and Adversarial Models Jens Hooge Gerard Sanroma-Guell Faidra Stavropoulou Alexander Ullmann Gesine Knobloch Mark Klemens Carola Schmidt Sabine Weckbach Andreas Bolz DiffM MedIm 97 0 0 25 Apr 2025
SCFANet: Style Distribution Constraint Feature Alignment Network For Pathological Staining Translation Zetong Chen Yuzhuo Chen Hai Zhong Xu Qiao DiffM MedIm 37 0 0 01 Apr 2025
DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction Junjie Zhou Shouju Wang Yuxia Tang Qi Zhu Daoqiang Zhang Wei Shao DiffM MedIm 54 1 0 12 Mar 2025
Distilled Prompt Learning for Incomplete Multimodal Survival Prediction Yingxue Xu Fengtao Zhou Chenyu Zhao Yihui Wang Can Yang Hao Chen VLM OffRL 52 0 0 03 Mar 2025
Glioma Multimodal MRI Analysis System for Tumor Layered Diagnosis via Multi-task Semi-supervised Learning Y. Liu Zhihao Cui Liming Li Junjie You Xinle Feng Jianxin Wang Xiangyu Wang Qing Liu Minghua Wu 60 1 0 29 Jan 2025
FgC2F-UDiff: Frequency-guided and Coarse-to-fine Unified Diffusion Model for Multi-modality Missing MRI Synthesis Xiaojiao Xiao Qinmin Hu Guanghui Wang MedIm DiffM 23 0 0 08 Jan 2025
Unified Cross-Modal Image Synthesis with Hierarchical Mixture of Product-of-Experts R. Dorent Nazim Haouchine A. Golby Sarah F. Frisken Tina Kapur W. Wells 33 0 0 25 Oct 2024
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection Niki Nezakati Md Kaykobad Reza Ameya Patil Mashhour Solh M. Salman Asif 27 1 0 03 Oct 2024
Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation Yulin Wang Honglin Xiong Kaicong Sun Shuwei Bai Ling Dai Zhongxiang Ding Jiameng Liu Qian Wang Qian Liu Dinggang Shen MedIm DiffM 34 1 0 25 Sep 2024
A Missing Data Imputation GAN for Character Sprite Generation Flávio R. S. Coutinho Luiz Chaimowicz GAN 34 0 0 16 Sep 2024
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis Sanuwani Dayarathna Kh Tohidul Islam Bohan Zhuang Guang Yang Jianfei Cai Meng Law Zhaolin Chen DiffM MedIm 30 0 0 01 Sep 2024
PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates Junjie Shi Caozhi Shang Zhaobin Sun Li Yu Xin Yang Zengqiang Yan 22 3 0 20 Jul 2024
Trustworthy Contrast-enhanced Brain MRI Synthesis Jiyao Liu Yuxin Li Shangqi Gao Yuncheng Zhou Xin Gao Ningsheng Xu Xiao-Yong Zhang Xiahai Zhuang MedIm 28 1 0 10 Jul 2024
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities Julie Mordacq Léo Milecki Maria Vakalopoulou Steve Oudot Vicky Kalogeiton OffRL MedIm 37 3 0 04 Jul 2024
Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI Luyi Han T. Tan Tianyu Zhang Xin Wang Yuan Gao Chunyao Lu Xinglong Liang Haoran Dou Yunzhi Huang Ritse Mann DRL MedIm 18 0 0 03 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 32 5 0 28 Jun 2024
A Unified Framework for Synthesizing Multisequence Brain MRI via Hybrid Fusion Jihoon Cho Jonghye Woo Jinah Park MedIm 16 0 0 21 Jun 2024
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities Felix Wagner Wentian Xu Pramit Saha Ziyun Liang Daniel Whitehouse David Menon Virginia Newcombe Natalie Voets J. A. Noble Konstantinos Kamnitsas 41 4 0 17 Jun 2024
MDA: An Interpretable Multi-Modal Fusion with Missing Modalities and Intrinsic Noise Lin Fan Yafei Ou Cenyang Zheng Pengyu Dai Tamotsu Kamishima Masayuki Ikebe Kenji Suzuki Xun Gong 41 0 0 15 Jun 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 40 13 0 22 May 2024
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation Fuat Arslan Bilal Kabas Onat Dalmaz Muzaffer Özbey Tolga Çukur MedIm DiffM 37 12 0 10 May 2024
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency Wenfang Yao Kejing Yin William K. Cheung Jia Liu Jing Qin MedIm 16 14 0 10 Mar 2024
Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey Jiayuan Chen You Shi Changyan Yi Hongyang Du Jiawen Kang Dusit Niyato 37 21 0 22 Jan 2024
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data Kwang-Hyun Uhm Seung‐Won Jung M. Choi Sung-Hoo Hong Sung-Jea Ko MedIm 25 11 0 09 Dec 2023
Partition-based K-space Synthesis for Multi-contrast Parallel Imaging Yuxia Huang Zhonghui Wu Xiaoling Xu Minghui Zhang Shanshan Wang Qiegen Liu 19 0 0 01 Dec 2023
PET Tracer Conversion among Brain PET via Variable Augmented Invertible Network Bohui Shen Wei Zhang Xubiao Liu Pengfei Yu Shirui Jiang ... Xiangsong Zhang Xiaoyu Zhou Weirui Zhang Bingxuan Li Qiegen Liu MedIm 16 0 0 01 Nov 2023
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation Md Kaykobad Reza Ashley Prater-Bennette M. Salman Asif 25 5 0 06 Oct 2023
Synthetic CT Generation via Variant Invertible Network for All-digital Brain PET Attenuation Correction Yu Guan Bohui Shen Xinchong Shi Xiangsong Zhang Bingxuan Li Qiegen Liu MedIm 17 1 0 03 Oct 2023
Unified Brain MR-Ultrasound Synthesis using Multi-Modal Hierarchical Representations R. Dorent Nazim Haouchie Fryderyk Kogl Samuel Joutard Parikshit Juvekar ... Sebastien Ourselin Sarah F. Frisken Tom Kamiel Magda Vercauteren Tina Kapur William M. Wells 29 6 0 15 Sep 2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen Marius Staring O. M. Neve Stephan R. Romeijn Erik F. Hensen Berit M. Verbist J. Wolterink Qian Tao DiffM MedIm 22 3 0 06 Sep 2023
K-Space-Aware Cross-Modality Score for Synthesized Neuroimage Quality Assessment Guoyang Xie Jinbao Wang Yawen Huang Jiayi Lyu Feng Zheng Yefeng Zheng Yaochu Jin 25 0 0 10 Jul 2023
An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis Luyi Han Tianyu Zhang Yunzhi Huang Haoran Dou Xin Eric Wang Yuan Gao Chun-Ta Lu Tan Tao R. Mann MedIm 22 8 0 03 Jul 2023
Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation Harsh Maheshwari Yen-Cheng Liu Z. Kira 24 13 0 21 Apr 2023
Unified Multi-Modal Image Synthesis for Missing Modality Imputation Yue Zhang Chengtao Peng Qiuli Wang Dan Song Kaiyan Li S. Kevin Zhou MedIm 47 21 0 11 Apr 2023
CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis Lan Jiang Ye Mao Xi Chen Xiangfeng Wang Chao Li MedIm DiffM 80 56 0 24 Mar 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 24 16 0 08 Feb 2023
Synthesis-based Imaging-Differentiation Representation Learning for Multi-Sequence 3D/4D MRI Luyi Han T. Tan Tianyu Zhang Yunzhi Huang Xin Eric Wang Yuan Gao Jonas Teuwen R. Mann MedIm 28 11 0 01 Feb 2023
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 40 357 0 14 Nov 2022
Analyzing Deep Learning Based Brain Tumor Segmentation with Missing MRI Modalities Benteng Ma Yushi Wang Shen Wang 11 0 0 06 Aug 2022
Unsupervised Medical Image Translation with Adversarial Diffusion Models Muzaffer Özbey Onat Dalmaz S. Dar H. Bedel cSaban Ozturk Alper Gungor Tolga cCukur DiffM MedIm 30 276 0 17 Jul 2022
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis Onat Dalmaz Muhammad Usama Mirza Gokberk Elmas Muzaffer Özbey S. Dar Emir Ceyani Salman Avestimehr Tolga cCukur MedIm 28 39 0 13 Jul 2022
A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion Xiangxi Meng Yuning Gu Yongsheng Pan Ni-zhuan Wang Peng Xue Mengkang Lu Xuming He Y. Zhan Dinggang Shen DiffM MedIm 27 24 0 07 Jul 2022
Multi-Contrast MRI Segmentation Trained on Synthetic Images Ismail Irmakci Zeki Emre Unel Nazli Ikizler-Cinbis Ulas Bagci MedIm 14 3 0 06 Jul 2022
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation Jiang Liu Srivathsa Pasumarthi B. Duffy Enhao Gong Keshav Datta Greg Zaharchuk ViT MedIm 11 53 0 28 Apr 2022
A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis Wanyu Bian Qingchao Zhang X. Ye Yunmei Chen DRL 21 21 0 08 Apr 2022
DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network Ziqi Huang Li Lin Pujin Cheng Kai Pan Xiaoying Tang DiffM MedIm 27 9 0 14 Mar 2022
Medical Image Segmentation on MRI Images with Missing Modalities: A Review Reza Azad Nika Khosravi Mohammad Dehghanmanshadi Julien Cohen-Adad Dorit Merhof 26 38 0 11 Mar 2022
Multi-modal Brain Tumor Segmentation via Missing Modality Synthesis and Modality-level Attention Fusion Ziqi Huang Li Lin Pujin Cheng Linkai Peng Xiaoying Tang MedIm 19 10 0 09 Mar 2022
MIST GAN: Modality Imputation Using Style Transfer for MRI JayaChandra Raju Gayatri Kompella Keerthi Ram R. Rangasami Rajoo Ramachandran M. Sivaprakasam MedIm 26 2 0 21 Feb 2022