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3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network

15 February 2018

Papers citing "3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network"

50 / 78 papers shown

Title
Memory-Efficient 3D High-Resolution Medical Image Synthesis Using CRF-Guided GANs Mahshid shiri Alessandro Bruno Daniele Loiacono MedIm 3DV 54 0 0 13 Mar 2025
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis Zhihan Ju Wanting Zhou Longteng Kong Yu Chen Yi Li Zhenan Sun Caifeng Shan MedIm 55 2 0 08 May 2024
Low-dose CT Denoising with Language-engaged Dual-space Alignment Zhihao Chen Tao Chen Chenhui Wang Chuang Niu Ge Wang Hongming Shan 61 7 0 10 Mar 2024
IQAGPT: Image Quality Assessment with Vision-language and ChatGPT Models Zhihao Chen Bin Hu Chuang Niu Tao Chen Yuxin Li Hongming Shan Ge Wang LM&MA MLLM 71 4 0 25 Dec 2023
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images Yanwu Xu Li Sun Wei Peng Shyam Visweswaran Kayhan Batmanghelich MedIm DiffM 115 23 0 05 Oct 2023
Blind CT Image Quality Assessment Using DDPM-derived Content and Transformer-based Evaluator Yongyi Shi Wenjun Xia Ge Wang X. Mou DiffM 58 2 0 04 Oct 2023
TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA Reconstruction Zhenghong Zhou Huangxuan Zhao Jiemin Fang D. Xiang Lei Chen Lingxia Wu Feihong Wu Wenyu Liu Chuansheng Zheng Xinggang Wang 83 6 0 05 Sep 2023
ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising Zhihao Chen Qinhan Gao Yi Zhang Hongming Shan 97 17 0 23 Jul 2023
Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation Boxiang Zhang Zunran Wang Yonggen Ling Yuanyuan Guan Shenghao Zhang Wenhui Li 80 6 0 09 Jul 2023
Cross-domain Denoising for Low-dose Multi-frame Spiral Computed Tomography Yucheng Lu Zhixin Xu M. Choi Jimin Kim Seung‐Won Jung OOD 137 3 0 21 Apr 2023
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization Q. Gao Zilong Li Junping Zhang Yi Zhang Hongming Shan DiffM MedIm 89 57 0 04 Apr 2023
Causal Image Synthesis of Brain MR in 3D Yujia Li Jiong Shi S. Kevin Zhou CML 3DV MedIm DiffM 125 2 0 25 Mar 2023
Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment Kecheng Chen Jie Liu Renjie Wan Victor Ho-Fun Lee Varut Vardhanabhuti Hong Yan Haoliang Li OOD 84 5 0 26 Feb 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 134 21 0 21 Feb 2023
QS-ADN: Quasi-Supervised Artifact Disentanglement Network for Low-Dose CT Image Denoising by Local Similarity Among Unpaired Data Yuhui Ruan Qiao Yuan Chuang Niu Chen Li Yudong Yao Ge Wang Yueyang Teng OOD 32 4 0 08 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 71 6 0 27 Nov 2022
Unsupervised denoising for sparse multi-spectral computed tomography S. Inkinen Mikael A. K. Brix M. Nieminen Simon Arridge A. Hauptmann 30 2 0 02 Nov 2022
Self-supervised Physics-based Denoising for Computed Tomography E. Zainulina A. Chernyavskiy Dmitry V. Dylov OOD 128 1 0 01 Nov 2022
Can We Solve 3D Vision Tasks Starting from A 2D Vision Transformer? Yi Wang Zhiwen Fan Tianlong Chen Hehe Fan Zhangyang Wang ViT 109 10 0 15 Sep 2022
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network Huidong Xie Zhao Liu Luyao Shi K. Greco Xiongchao Chen ... N. Boutagy T. Kyriakides Ge Wang Albert J Sinusas Chi Liu 90 8 0 24 Jun 2022
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework Jianyi Zhang Xuanxi Huang Yaqi Liu Yuyang Han Zixiao Xiang GAN MedIm 55 10 0 30 May 2022
Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain R. Vimieiro Chuang Niu Hongming Shan L. Borges Ge Wang M. Vieira 50 2 0 22 Mar 2022
Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels Yiming Lei Haiping Zhu Junping Zhang Hongming Shan 73 21 0 15 Mar 2022
Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogate Sascha Ranftl Malte Rolf-Pissarczyk G. Wolkerstorfer Antonio Pepe Jan Egger W. Linden G. Holzapfel 75 9 0 21 Feb 2022
Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training Shu Zhen Zhang Zihao Li Hong-Yu Zhou Jiechao Ma Yizhou Yu 60 12 0 05 Jan 2022
Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography Hongming Shan R. Vimieiro L. Borges M. Vieira Ge Wang MedIm 66 11 0 12 Nov 2021
Multimodal-Boost: Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform Fayaz Ali Dharejo Muhammad Zawish Yuanchun Zhou Kapal Dev Sunder Ali Khowaja N. Qureshi MedIm 77 25 0 22 Oct 2021
Eformer: Edge Enhancement based Transformer for Medical Image Denoising Achleshwar Luthra Harsh Sulakhe Tanish Mittal Abhishek Iyer Santosh Kumar Yadav ViT MedIm 97 83 0 16 Sep 2021
Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study Junhua Chen Inigo Bermejo Andre Dekker L. Wee DiffM MedIm AI4CE 63 8 0 06 Sep 2021
DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising Zhizhong Huang Junping Zhang Yi Zhang Hongming Shan MedIm 148 158 0 24 Aug 2021
Belief Propagation as Diffusion Yael Fregier 54 12 0 26 Jul 2021
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models Chenfeng Xu Shijia Yang Tomer Galanti Bichen Wu Xiangyu Yue Bohan Zhai Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 62 55 0 08 Jun 2021
3D U-NetR: Low Dose Computed Tomography Reconstruction via Deep Learning and 3 Dimensional Convolutions Doga Gunduzalp Batuhan Cengiz Mehmet Ozan Unal I. Yildirim 20 6 0 28 May 2021
GCN-MIF: Graph Convolutional Network with Multi-Information Fusion for Low-dose CT Denoising Kecheng Chen Jiayu Sun Jiang Shen Jixiang Luo Xinyu Zhang ... Dongsheng Wu Yue Zhao Miguel Bento Yazhou Ren X. Pu 36 2 0 15 May 2021
Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study Junhua Chen Chong Zhang A. Traverso I. Zhovannik Andre Dekker L. Wee Inigo Bermejo DiffM SyDa MedIm 28 20 0 30 Apr 2021
Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images Xiaowe Xu Jiawei Zhang Jinglan Liu Yukun Ding Tianchen Wang ... Wen Xie Yuhao Dong Qianjun Jia Meiping Huang Yiyu Shi MedIm 57 0 0 25 Apr 2021
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection Kecheng Chen Kun Long Yazhou Ren Jiayu Sun X. Pu MedIm 38 20 0 18 Apr 2021
Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future Teofilo E. Zosa OOD 48 0 0 27 Mar 2021
Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond Zhishen Huang Siqi Ye Michael T. McCann S. Ravishankar MedIm 53 10 0 26 Mar 2021
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising Zexin Lu Wenjun Xia Yongqiang Huang Hongming Shan Hu Chen Jiliu Zhou Yan Zhang MedIm 72 24 0 24 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 110 60 0 28 Feb 2021
No-reference denoising of low-dose CT projections E. Zainulina A. Chernyavskiy Dmitry V. Dylov OOD 36 5 0 03 Feb 2021
Deep High-Resolution Network for Low Dose X-ray CT Denoising T. Bai D. Nguyen Biling Wang Steve B. Jiang OOD 38 4 0 01 Feb 2021
LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT Yi Zhang Hu Chen Wenjun Xia Yang Chen Baodong Liu Yan Liu Huaiqiang Sun Jiliu Zhou 68 40 0 13 Dec 2020
Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery Mahmut Yurt Muzaffer Özbey S. Dar Berk Tınaz K. Oguz Tolga Çukur MedIm 103 31 0 27 Nov 2020
Image Denoising for Strong Gaussian Noises With Specialized CNNs for Different Frequency Components Seyedroohollah Hosseini 29 0 0 26 Nov 2020
Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation M. Kolarík Radim Burget C. Travieso-González J. Kocica 18 6 0 23 Nov 2020
Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising Sutanu Bera P. Biswas MedIm OOD 76 62 0 11 Nov 2020
EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising Tengfei Liang Yi Jin Yidong Li Tao Wang Songhe Feng Congyan Lang 74 97 0 30 Oct 2020
Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model Zhuonan He Yikun Zhang Yu Guan S. Niu Yi Zhang Yang Chen Qiegen Liu DiffM MedIm 89 12 0 27 Sep 2020