One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation

28 April 2022

Papers citing "One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation"

24 / 24 papers shown

Title
GAN-based synthetic FDG PET images from T1 brain MRI can serve to improve performance of deep unsupervised anomaly detection models Daria Zotova Nicolas Pinon Robin Trombetta R. Bouet Julien Jung Carole Lartizien MedIm 35 0 0 12 May 2025
Beyond the Lungs: Extending the Field of View in Chest CT with Latent Diffusion Models Lianrui Zuo Kaiwen Xu Dingjie Su Xin Yu Aravind Krishnan ... Shunxing Bao Thomas Z. Li K. Sandler Fabien Maldonado Bennett A. Landman DiffM MedIm 82 0 0 22 Jan 2025
Personalize to generalize: Towards a universal medical multi-modality generalization through personalization Zhaorui Tan Xi Yang Tan Pan Tianyi Liu Chen Jiang ... Qiufeng Wang Anh Nguyen Yuan Qi K. Huang Yuan Cheng AI4CE LM&MA 39 0 0 09 Nov 2024
Reconstructing dynamics from sparse observations with no training on target system Zheng-Meng Zhai Jun-Yin Huang Benjamin D. Stern Y. Lai 28 1 0 28 Oct 2024
Two-Stage Approach for Brain MR Image Synthesis: 2D Image Synthesis and 3D Refinement Jihoon Cho Seunghyuck Park Jinah Park 3DV MedIm 21 0 0 14 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
T1-contrast Enhanced MRI Generation from Multi-parametric MRI for Glioma Patients with Latent Tumor Conditioning Zach Eidex Mojtaba Safari Richard L. J. Qiu D. Yu Hui-Kuo Shu H. Mao Xiaofeng Yang MedIm 50 1 0 03 Sep 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
CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis Lujun Gui Chuyang Ye Tianyi Yan MedIm DiffM 37 2 0 23 Jun 2024
A Unified Framework for Synthesizing Multisequence Brain MRI via Hybrid Fusion Jihoon Cho Jonghye Woo Jinah Park MedIm 18 0 0 21 Jun 2024
BraSyn 2023 challenge: Missing MRI synthesis and the effect of different learning objectives Ivo M. Baltruschat Parvaneh Janbakhshi Matthias Lenga MedIm 19 4 0 12 Mar 2024
Gadolinium dose reduction for brain MRI using conditional deep learning Thomas Pinetz Erich Kobler Robert Haase Julian A. Luetkens M. Meetschen Johannes Haubold Cornelius Deuschl A. Radbruch Katerina Deike Alexander Effland MedIm 16 3 0 06 Mar 2024
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
Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer Model Dayang Wang Srivathsa Pasumarthi Greg Zaharchuk R. Chamberlain MedIm 26 1 0 22 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 21 25 0 30 Jun 2023
Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs Thomas Pinetz Erich Kobler Robert Haase K. Deike-Hofmann A. Radbruch Alexander Effland MedIm 22 6 0 26 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
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey S. Dubey Satish Kumar Singh ViT 38 33 0 17 Feb 2023
HACA3: A Unified Approach for Multi-site MR Image Harmonization Lianrui Zuo Yihao Liu Yuan Xue Blake E Dewey Samuel W. Remedios ... S. Newsome P. Calabresi Susan M. Resnick Jerry L. Prince A. Carass MedIm 16 23 0 12 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 25 22 0 02 Dec 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 18 1 0 22 Nov 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 31 39 0 13 Jul 2022
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,450 0 21 Nov 2016