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Deep CT to MR Synthesis using Paired and Unpaired Data

28 May 2018

Papers citing "Deep CT to MR Synthesis using Paired and Unpaired Data"

44 / 44 papers shown

Title
Lightweight CycleGAN Models for Cross-Modality Image Transformation and Experimental Quality Assessment in Fluorescence Microscopy Mohammad Soltaninezhad Yashar Rouzbahani Jhonatan Contreras Rohan Chippalkatti Daniel Kwaku Abankwa Christian Eggeling Thomas Bocklitz MedIm 60 0 0 17 Oct 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 346 0 0 25 Apr 2025
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 323 3 0 20 Jan 2025
Leveraging Computational Pathology AI for Noninvasive Optical Imaging Analysis Without Retraining Danny Barash Emilie Manning Aidan Van Vleck Omri Hirsch Kyi Lei Aye ... Sumaira Aasi Kerri E. Rieger Kavita Y. Sarin Oren Freifeld Yonatan Winetraub 320 0 0 18 Nov 2024
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization Mikhail Persiianov Arip Asadulaev Nikita Andreev Nikita Starodubcev Dmitry Baranchuk Anastasis Kratsios Evgeny Burnaev Alexander Korotin 363 1 0 03 Oct 2024
Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs L. Crespi Samuele Camnasio D. Dei N. Lambri P. Mancosu M. Scorsetti Daniele Loiacono MedIm 243 1 0 15 Jul 2024
Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion Model Kyobin Choo Youngjun Jun Mijin Yun Seong Jae Hwang MedIm 198 12 0 06 Jul 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Arda C. Demirtas Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 509 40 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 217 34 0 10 May 2024
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks Giovanni Pasqualino Luca Guarnera A. Ortis Sebastiano Battiato MedIm 285 9 0 17 Jan 2024
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP Ruinan Jin Chun-Yin Huang Chenyu You Xiaoxiao Li AAML MedIm 141 4 0 01 Jan 2024
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data Tianyu Zhang Longxuan Zhao Luyi Han Xin Eric Wang Yuan Gao Jonas Teuwen R. Beets-Tan R. Mann MedIm 239 1 0 03 Feb 2023
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 203 10 0 27 Nov 2022
Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks Ramy Hussein David Shin Moss Y. Zhao Jia Guo G. Davidzon M. Moseley Greg Zaharchuk MedIm 161 1 0 22 Nov 2022
Deformation equivariant cross-modality image synthesis with paired non-aligned training data Joel Honkamaa Muhammad Umair Ahmed Khan Sonja Koivukoski Mira Valkonen Leena Latonen Pekka Ruusuvuori Pekka Marttinen OOD MedIm 266 12 0 26 Aug 2022
sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs S. Amirrajab Yasmina Alkhalil C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 60 1 0 09 Aug 2022
Unsupervised Medical Image Translation with Adversarial Diffusion ModelsIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Muzaffer Özbey Onat Dalmaz S. Dar H. Bedel cSaban Ozturk Alper Gungor Tolga cCukur DiffM MedIm 473 398 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 340 51 0 13 Jul 2022
Deep learning based domain adaptation for mitochondria segmentation on EM volumes Daniel Franco-Barranco Julio Pastor-Tronch Aitor González-Marfil A. Muñoz-Barrutia Ignacio Arganda-Carreras 187 19 0 22 Feb 2022
Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET TranslationInternational Conference on Pattern Recognition (ICPR), 2022 Ramy Hussein Moss Y. Zhao David Shin Jia Guo Kevin T. Chen R. D. Armindo G. Davidzon M. Moseley Greg Zaharchuk MedIm 151 12 0 12 Feb 2022
Bridging the gap between paired and unpaired medical image translation Pauliina Paavilainen S. Akram Arno Solin MedIm 146 17 0 15 Oct 2021
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing Ankan Dash J. Ye Guiling Wang MedIm AI4CE 156 135 0 01 Oct 2021
MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimer's Disease Apoorva Sikka Skand Jitender Singh Virk Deepti R. Bathula MedIm 196 46 0 04 Aug 2021
Frequency-Supervised MR-to-CT Image Synthesis Zenglin Shi Pascal Mettes Guoyan Zheng Cees G. M. Snoek OOD MedIm 47 11 0 19 Jul 2021
ResViT: Residual vision transformers for multi-modal medical image synthesisIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Onat Dalmaz Mahmut Yurt Tolga Çukur ViT MedIm 284 448 0 30 Jun 2021
Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans Luka Posilović D. Medak M. Subašić M. Budimir Sven Lončarić MedIm 127 46 0 08 Jun 2021
CNNs and GANs in MRI-based cross-modality medical image estimation Azin Shokraei Fard David Reutens Viktor Vegh GAN MedIm 142 5 0 04 Jun 2021
ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network Sahar Yousefi Hessam Sokooti W. Teeuwisse D. Heijtel A. Nederveen Marius Staring M. Osch MedIm 96 2 0 08 Mar 2021
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain AdaptationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Devavrat Tomar M. Lortkipanidze Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran OOD MedIm 129 88 0 05 Mar 2021
Semi-Supervised Learning of Mutually Accelerated MRI Synthesis without Fully-Sampled Ground Truths Mahmut Yurt S. Dar Muzaffer Özbey Berk Tınaz Kader Karli Ouguz Tolga cCukur MedIm 291 8 0 29 Nov 2020
Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks Wanyue Li Wen Kong Yiwei Chen Jing Wang Yi He Guohua Shi Guohua Deng GAN MedIm 57 13 0 18 Jun 2020
Structurally aware bidirectional unpaired image to image translation between CT and MR Vismay Agrawal Avinash Kori V. K. Anand Ganapathy Krishnamurthi DiffM MedIm 71 1 0 05 Jun 2020
Medical Image Generation using Generative Adversarial Networks N. Singh Khalid Raza GAN MedIm 134 22 0 19 May 2020
Oral-3D: Reconstructing the 3D Bone Structure of Oral Cavity from 2D Panoramic X-ray Weinan Song Yuan Liang Jiawei Yang Kun Wang Lei He MedIm 245 7 0 18 Mar 2020
Normalization of breast MRIs using Cycle-Consistent Generative Adversarial Networks Gourav Modanwal Adithya Vellal Maciej A. Mazurowski MedIm 200 31 0 16 Dec 2019
Artificial Intelligence in Glioma Imaging: Challenges and AdvancesJournal of Neural Engineering (J. Neural Eng.), 2019 Weina Jin M. Fatehi Kumar Abhishek Mayur Mallya B. Toyota Ghassan Hamarneh 359 43 0 28 Nov 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 312 406 0 25 Sep 2019
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis Mahmut Yurt S. Dar Aykut Erdem Erkut Erdem Tolga Çukur MedIm 203 160 0 25 Sep 2019
Improved MR to CT synthesis for PET/MR attenuation correction using Imitation Learning Kerstin Kläser Thomas Varsavsky P. Markiewicz Tom Vercauteren David Atkinson K. Thielemans B. Hutton M. Jorge Cardoso Sebastien Ourselin MedIm OOD 100 15 0 21 Aug 2019
Synthetic Elastography using B-mode Ultrasound through a Deep Fully-Convolutional Neural NetworkIEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control (IEEE UFFC), 2019 R. Wildeboer R. V. Sloun C. Mannaerts P. H. Moraes Georg Salomon M. C. Chammas H. Wijkstra M. Mischi 100 14 0 09 Aug 2019
Implicit Pairs for Boosting Unpaired Image-to-Image Translation Y. Ginger Dov Danon Hadar Averbuch-Elor Daniel Cohen-Or 213 2 0 15 Apr 2019
Unsupervised Medical Image Translation Using Cycle-MedGAN Karim Armanious Chenming Jiang Sherif Abdulatif Thomas Kustner S. Gatidis Bin Yang MedIm 264 127 0 08 Mar 2019
CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning Yisroel Mirsky Tom Mahler I. Shelef Yuval Elovici MedIm 199 206 0 11 Jan 2019
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 423 1,530 0 19 Sep 2018