ResViT: Residual vision transformers for multi-modal medical image synthesis

30 June 2021

Papers citing "ResViT: Residual vision transformers for multi-modal medical image synthesis"

50 / 119 papers shown

Title
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation Sidi Wu Yizi Chen Samuel Mermet L. Hurni Konrad Schindler Nicolas Gonthier Loic Landrieu GAN 33 7 0 29 Mar 2024
Opportunities and challenges in the application of large artificial intelligence models in radiology Liangrui Pan Zhenyu Zhao Ying Lu Kewei Tang Liyong Fu Qingchun Liang Shaoliang Peng LM&MA MedIm AI4CE 37 5 0 24 Mar 2024
Advancing Brain Tumor Inpainting with Generative Models Ruizhi Zhu Xinru Zhang Haowen Pang Chundan Xu Chuyang Ye MedIm 16 3 0 02 Feb 2024
Predicting Hypoxia in Brain Tumors from Multiparametric MRI Daniele Perlo G. Kanli Selma Boudissa O. Keunen AI4CE 13 0 0 25 Jan 2024
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN Muhammad Ali Farooq Wang Yao Michael Schukat Mark A Little Peter Corcoran DiffM MedIm 16 11 0 10 Jan 2024
Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis Shichuan Zhang Sunyi Zheng Zhongyi Shui Honglin Li Lin Yang 21 5 0 03 Jan 2024
Joint Self-Supervised and Supervised Contrastive Learning for Multimodal MRI Data: Towards Predicting Abnormal Neurodevelopment Zhiyuan Li Hailong Li Anca L. Ralescu Jonathan R. Dillman M. Altaye Kim M. Cecil N. Parikh Lili He 29 2 0 22 Dec 2023
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 27 14 0 11 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
Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images Zhiyun Song Zengxin Qi Xin Wang Xiangyu Zhao Zhenrong Shen ... Dongdong Chen Linlin Yao Qian Wang Xuehai Wu Lichi Zhang MedIm 34 2 0 14 Nov 2023
ELF: An End-to-end Local and Global Multimodal Fusion Framework for Glaucoma Grading Wenyun Li Chi-Man Pun 9 1 0 14 Nov 2023
SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation Zanting Ye 24 2 0 05 Nov 2023
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study Jonghun Kim Hyunjin Park MedIm 16 33 0 01 Nov 2023
Attention-Map Augmentation for Hypercomplex Breast Cancer Classification Eleonora Lopez Filippo Betello Federico Carmignani Eleonora Grassucci Danilo Comminiello 19 12 0 11 Oct 2023
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images Şaban Öztürk M. Y. Turali Tolga Çukur MedIm ViT 32 10 0 09 Oct 2023
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico David Ryckelynck Laurent Corté Yannick Tillier Etienne Decencière MedIm ViT 20 2 0 09 Oct 2023
MedPrompt: Cross-Modal Prompting for Multi-Task Medical Image Translation Xuhang Chen Chi-Man Pun Shuqiang Wang MedIm 29 22 0 04 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 21 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 16 3 0 06 Sep 2023
Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation Minh Phan Zhibin Liao Johan W. Verjans Minh Nguyen Nhat To MedIm 11 17 0 30 Jul 2023
Is attention all you need in medical image analysis? A review G. Papanastasiou Nikolaos Dikaios Jiahao Huang Chengjia Wang Guang Yang ViT MedIm 16 22 0 24 Jul 2023
Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis Lingting Zhu Zeyue Xue Zhenchao Jin Xian Liu Jingzhen He Ziwei Liu Lequan Yu DiffM MedIm 21 33 0 19 Jul 2023
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI H. Bedel Tolga Çukur DiffM MedIm 23 24 0 18 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 14 8 0 03 Jul 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 19 25 0 30 Jun 2023
An Attentive-based Generative Model for Medical Image Synthesis Jiayu Wang Q. M. Jonathan Wu Farhad Pourpanah GAN MedIm 8 9 0 02 Jun 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
Weakly Supervised Intracranial Hemorrhage Segmentation using Head-Wise Gradient-Infused Self-Attention Maps from a Swin Transformer in Categorical Learning Amir Rasoulian Soorena Salari Yiming Xiao 6 8 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 75 56 0 24 Mar 2023
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI Abdallah Zaid Alkilani Tolga Çukur E. Saritas MedIm AAML 18 4 0 18 Mar 2023
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring Zhihao Chen Chuang Niu Qi Gao Ge Wang Hongming Shan MedIm ViT 3DV 25 20 0 21 Feb 2023
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction Bo Zhou Jo Schlemper Neel Dey Seyed Sadegh Mohseni Salehi Kevin Sheth Chi Liu James S. Duncan M. Sofka OOD 32 17 0 18 Feb 2023
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey S. Dubey Satish Kumar Singh ViT 23 32 0 17 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 20 11 0 01 Feb 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 30 161 0 09 Jan 2023
High-fidelity Direct Contrast Synthesis from Magnetic Resonance Fingerprinting Ke Wang M. Doneva J. Meineke T. Amthor Ekin Karasan Fei Tan Jonathan I. Tamir Stella X. Yu Michael Lustig MedIm 20 14 0 21 Dec 2022
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
TAOTF: A Two-stage Approximately Orthogonal Training Framework in Deep Neural Networks Taoyong Cui Jianze Li Yuhan Dong Li Liu 17 1 0 25 Nov 2022
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss Ş. Öztürk Emin Çelik Tolga Çukur MedIm 25 34 0 22 Nov 2022
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review M. Jafari A. Shoeibi Marjane Khodatars Navid Ghassemi Parisa Moridian ... Yu-Dong Zhang Shui-Hua Wang Juan M Gorriz Hamid Alinejad-Rokny U. Acharya 20 0 0 26 Oct 2022
3D Brain and Heart Volume Generative Models: A Survey Yanbin Liu Girish Dwivedi F. Boussaïd Bennamoun MedIm AI4CE 21 6 0 12 Oct 2022
Anatomically constrained CT image translation for heterogeneous blood vessel segmentation Giammarco La Barbera Haithem Boussaid Francesco Maso S. Sarnacki L. Rouet Pietro Gori Isabelle Bloch DiffM MedIm 35 8 0 04 Oct 2022
Fusion of Satellite Images and Weather Data with Transformer Networks for Downy Mildew Disease Detection William Maillet Maryam Ouhami A. Hafiane ViT MedIm 12 6 0 06 Sep 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 38 56 0 13 Aug 2022
Multimodal Brain Disease Classification with Functional Interaction Learning from Single fMRI Volume Weiming Dai Zi-Ke Zhang L. Tian Shengyuan Yu Shuhui Wang Zhao Dong Hairong Zheng MedIm 28 2 0 05 Aug 2022
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers Idil Aytekin Onat Dalmaz Kaan Gonc H. Ankishan E. Saritas Ulas Bagci H. Celik Tolga Çukur 16 12 0 19 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
Adaptive Diffusion Priors for Accelerated MRI Reconstruction Alper Gungor S. Dar cSaban Ozturk Yilmaz Korkmaz Gokberk Elmas Muzaffer Özbey Tolga cCukur DiffM MedIm 24 184 0 12 Jul 2022
A Densely Interconnected Network for Deep Learning Accelerated MRI Jon André Ottesen M. Caan I. Groote A. Bjørnerud 45 9 0 05 Jul 2022