Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis

11 February 2020

Papers citing "Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis"

50 / 76 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 94 0 0 25 Apr 2025
VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis Z. T. Wang Renjiao Yi Xin Wen Chenyang Zhu K. Xu DiffM MedIm 60 0 0 17 Mar 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 0 0 12 Mar 2025
Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompt Learning Linhao Li Changhui Su Yu Guo Huimao Zhang Dong Liang K. Shang MedIm 51 0 0 03 Mar 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
Comparative Analysis of Diffusion Generative Models in Computational Pathology Denisha Thakkar Vincent Quoc-Huy Trinh Sonal Varma Samira Ebrahimi Kahou Hassan Rivaz Mahdi S. Hosseini MedIm 77 0 0 24 Nov 2024
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
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
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities Zheyu Zhang Xinzhao Liu Zheng Chen Yueyi Zhang Huanjing Yue Yunwei Ou Xiaoyan Sun 39 0 0 25 Aug 2024
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 36 0 0 15 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
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
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 34 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 35 12 0 10 May 2024
VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis Zhihan Ju Wanting Zhou MedIm 35 4 0 09 May 2024
Unsupervised Tumor-Aware Distillation for Multi-Modal Brain Image Translation Chuan Huang Jia Wei Rui Li MedIm 37 0 0 29 Mar 2024
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction Xueqi Guo Luyao Shi Xiongchao Chen Qiong Liu Bo Zhou ... Albert J Sinusas Lawrence H. Staib Bruce Spottiswoode Chi Liu Nicha Dvornek MedIm 24 1 0 14 Feb 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
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation Chuyun Shen Wenhao Li Haoqing Chen Xiaoling Wang Fengping Zhu Yuxin Li Xiangfeng Wang Bo Jin 38 3 0 05 Jan 2024
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 11 0 0 01 Nov 2023
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study Jonghun Kim Hyunjin Park MedIm 19 33 0 01 Nov 2023
Affective Video Content Analysis: Decade Review and New Perspectives Junxiao Xue Jie Wang Xuecheng Wu Qian Zhang 12 0 0 26 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 12 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 26 6 0 15 Sep 2023
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms Jiaqi Cui Pinxian Zeng Xinyi Zeng Peng Wang Xi Wu Jiliu Zhou Yan Wang Dinggang Shen ViT MedIm 24 13 0 10 Aug 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 19 8 0 03 Jul 2023
DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy Yiwen Zhang Chuanpu Li Liming Zhong Ze-xiang Chen Wei Yang Xuetao Wang DiffM MedIm 13 9 0 28 Jun 2023
An Attentive-based Generative Model for Medical Image Synthesis Jiayu Wang Q. M. Jonathan Wu Farhad Pourpanah GAN MedIm 10 9 0 02 Jun 2023
Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation Xiaofeng Liu Jerry L. Prince Fangxu Xing Jiachen Zhuo T. Reese Maureen Stone G. El Fakhri Jonghye Woo MedIm 23 8 0 23 May 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 77 56 0 24 Mar 2023
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data Tianyu Zhang T. Tan Luyi Han Xin Eric Wang Yuan Gao Jonas Teuwen R. Beets-Tan R. Mann MedIm 19 1 0 03 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
Multi-scale Transformer Network with Edge-aware Pre-training for Cross-Modality MR Image Synthesis Yonghao Li Tao Zhou Kelei He Yi Zhou Dinggang Shen ViT MedIm 23 22 0 02 Dec 2022
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 37 354 0 14 Nov 2022
M $^3$ Care: Learning with Missing Modalities in Multimodal Healthcare Data Chaohe Zhang Xu Chu Liantao Ma Yinghao Zhu Yasha Wang Jiangtao Wang Junfeng Zhao 26 77 0 28 Oct 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers Dwarikanath Mahapatra SupR ViT MedIm 19 5 0 24 Jul 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 30 275 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 23 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
Fitting Segmentation Networks on Varying Image Resolutions using Splatting Mikael Brudfors Yael Balbastre John Ashburner Geraint Rees P. Nachev Sebastien Ourselin M. Jorge Cardoso 12 1 0 13 Jun 2022
Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention Weicai Dai Rui Liu Tianyi Wu Min Wang Jianqin Yin Jun Liu 3DH 19 16 0 09 May 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
Deep Relation Learning for Regression and Its Application to Brain Age Estimation Sheng He Yanfang Feng P. E. Grant Yangming Ou 3DH 22 30 0 13 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
Medical Image Segmentation on MRI Images with Missing Modalities: A Review Reza Azad Nika Khosravi Mohammad Dehghanmanshadi Julien Cohen-Adad Dorit Merhof 24 38 0 11 Mar 2022
Cross-Modality Neuroimage Synthesis: A Survey Guoyang Xie Yawen Huang Jin-Bao Wang Ke Lu Yefeng Zheng Feng Zheng Yaochu Jin 19 7 0 14 Feb 2022