Cargando…

Convolutional auto-encoder for image denoising of ultra-low-dose CT

OBJECTIVES: The purpose of this study was to validate a patch-based image denoising method for ultra-low-dose CT images. Neural network with convolutional auto-encoder and pairs of standard-dose CT and ultra-low-dose CT image patches were used for image denoising. The performance of the proposed met...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nishio, Mizuho, Nagashima, Chihiro, Hirabayashi, Saori, Ohnishi, Akinori, Sasaki, Kaori, Sagawa, Tomoyuki, Hamada, Masayuki, Yamashita, Tatsuo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2017
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5577435/ https://www.ncbi.nlm.nih.gov/pubmed/28920094 http://dx.doi.org/10.1016/j.heliyon.2017.e00393

Ejemplares similares

Convolutional neural networks: an overview and application in radiology
por: Yamashita, Rikiya, et al.
Publicado: (2018)

Reliable Fault Diagnosis of Bearings Using an Optimized Stacked Variational Denoising Auto-Encoder
por: Yan, Xiaoan, et al.
Publicado: (2021)

Video Anomaly Detection Based on Convolutional Recurrent AutoEncoder
por: Wang, Bokun, et al.
Publicado: (2022)

Denoising Convolutional Networks to Accelerate Detector Simulation
por: Banerjee, Sunanda, et al.
Publicado: (2021)

Denoising Convolutional Networks to Accelerate Detector Simulation
por: Banerjee, Sunanda, et al.
Publicado: (2022)

Sparse Convolutional Denoising Autoencoders for Genotype Imputation
por: Chen, Junjie, et al.
Publicado: (2019)

Auto-Denoising for EEG Signals Using Generative Adversarial Network
por: An, Yang, et al.
Publicado: (2022)

Time-feature attention-based convolutional auto-encoder for flight feature extraction
por: Wang, Qixin, et al.
Publicado: (2023)

Deep Learning for Operating Performance Assessment of Industrial Processes with Layer Attention-Based Stacked Performance-Relevant Denoising Auto-Encoders
por: Liu, Yan, et al.
Publicado: (2023)

Using the Redundant Convolutional Encoder–Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device
por: Reljin, Natasa, et al.
Publicado: (2020)

Predicting lncRNA-miRNA Interaction via Graph Convolution Auto-Encoder
por: Huang, Yu-An, et al.
Publicado: (2019)

Efficient steganalysis using convolutional auto encoder network to ensure original image quality
por: Ayaluri, Mallikarjuna Reddy, et al.
Publicado: (2021)

Method for Quantum Denoisers Using Convolutional Neural Network
por: Kim, Bong-Hyun, et al.
Publicado: (2022)

Fusing Multimodal and Anatomical Volumes of Interest Features Using Convolutional Auto-Encoder and Convolutional Neural Networks for Alzheimer’s Disease Diagnosis
por: Abdelaziz, Mohammed, et al.
Publicado: (2022)

Multi-View Image Denoising Using Convolutional Neural Network
por: Zhou, Shiwei, et al.
Publicado: (2019)

Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising
por: Wang, Huidong, et al.
Publicado: (2023)

Retracted: Method for Quantum Denoisers Using Convolutional Neural Network
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Ovarian tumor diagnosis using deep convolutional neural networks and a denoising convolutional autoencoder
por: Jung, Yuyeon, et al.
Publicado: (2022)

An Unsupervised Tunnel Damage Identification Method Based on Convolutional Variational Auto-Encoder and Wavelet Packet Analysis
por: Zhang, Yonglai, et al.
Publicado: (2022)

Multi-Channel Fetal ECG Denoising With Deep Convolutional Neural Networks
por: Fotiadou, Eleni, et al.
Publicado: (2020)

Dual Autoencoder Network with Separable Convolutional Layers for Denoising and Deblurring Images
por: Solovyeva, Elena, et al.
Publicado: (2022)

Denoising diffusion weighted imaging data using convolutional neural networks
por: Cheng, Hu, et al.
Publicado: (2022)

Denoising of BOTDR Dynamic Strain Measurement Using Convolutional Neural Networks
por: Li, Bo, et al.
Publicado: (2023)

Multi-Scale Feature Learning Convolutional Neural Network for Image Denoising
por: Zhang, Shuo, et al.
Publicado: (2023)

Quantum Variational AutoEncoder
por: Vinci, Walter
Publicado: (2018)

Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder
por: Liu, Shuo, et al.
Publicado: (2022)

Research on the Fault Diagnosis Method of an Internal Gear Pump Based on a Convolutional Auto-Encoder and PSO-LSSVM
por: Liao, Jian, et al.
Publicado: (2022)

A physiological signal compression approach using optimized Spindle Convolutional Auto-encoder in mHealth applications
por: Barot, Vishal, et al.
Publicado: (2022)

Motion Estimation-Assisted Denoising for an Efficient Combination with an HEVC Encoder
por: Lee, Seung-Yong, et al.
Publicado: (2019)

Author Correction: Ovarian tumor diagnosis using deep convolutional neural networks and a denoising convolutional autoencoder
por: Jung, Yuyeon, et al.
Publicado: (2023)

Denoising genome-wide histone ChIP-seq with convolutional neural networks
por: Koh, Pang Wei, et al.
Publicado: (2017)

A Quantized Convolutional Neural Network Implemented With Memristor for Image Denoising and Recognition
por: Zhang, Yuejun, et al.
Publicado: (2021)

Convolution Network with Custom Loss Function for the Denoising of Low SNR Raman Spectra †
por: Barton, Sinead, et al.
Publicado: (2021)

Efficient learning representation of noise-reduced foam effects with convolutional denoising networks
por: Kim, Jong-Hyun, et al.
Publicado: (2022)

Twinned Residual Auto-Encoder (TRAE)—A new DL architecture for denoising super-resolution and task-aware feature learning from COVID-19 CT images
por: Baccarelli, Enzo, et al.
Publicado: (2023)

Self-Supervised Variational Auto-Encoders
por: Gatopoulos, Ioannis, et al.
Publicado: (2021)

TURBO: The Swiss Knife of Auto-Encoders
por: Quétant, Guillaume, et al.
Publicado: (2023)

New ECG Compression Method for Portable ECG Monitoring System Merged with Binary Convolutional Auto-Encoder and Residual Error Compensation
por: Shi, Jiguang, et al.
Publicado: (2022)

A Method of CT Image Denoising Based on Residual Encoder-Decoder Network
por: Liu, Yali
Publicado: (2021)

Genomic data imputation with variational auto-encoders
por: Qiu, Yeping Lina, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_0hr9bdv44la6059h423ridqdge