Cargando…

An Automatic Estimation of Arterial Input Function Based on Multi-Stream 3D CNN

Arterial input function (AIF) is estimated from perfusion images as a basic curve for the following deconvolution process to calculate hemodynamic variables to evaluate vascular status of tissues. However, estimation of AIF is currently based on manual annotations with prior knowledge. We propose an...

Descripción completa

Detalles Bibliográficos
Autores principales:	Fan, Shengyu, Bian, Yueyan, Wang, Erling, Kang, Yan, Wang, Danny J. J., Yang, Qi, Ji, Xunming
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2019
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6624480/ https://www.ncbi.nlm.nih.gov/pubmed/31333440 http://dx.doi.org/10.3389/fninf.2019.00049

Ejemplares similares

Unsupervised Cerebrovascular Segmentation of TOF-MRA Images Based on Deep Neural Network and Hidden Markov Random Field Model
por: Fan, Shengyu, et al.
Publicado: (2020)

An improved multi-input deep convolutional neural network for automatic emotion recognition
por: Chen, Peiji, et al.
Publicado: (2022)

Hand Pose Recognition Using Parallel Multi Stream CNN
por: Noreen, Iram, et al.
Publicado: (2021)

Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models
por: Shoeibi, Afshin, et al.
Publicado: (2021)

Continuous joint velocity estimation using CNN-based deep learning for multi-DoF prosthetic wrist for activities of daily living
por: Meng, Zixia, et al.
Publicado: (2023)

Side-Scan Sonar Image Segmentation Based on Multi-Channel CNN for AUV Navigation
por: Yang, Dianyu, et al.
Publicado: (2022)

Editorial: Multi-parametric perfusion MRI by arterial spin labeling
por: Cui, Long-Biao, et al.
Publicado: (2023)

EEG Identity Authentication in Multi-Domain Features: A Multi-Scale 3D-CNN Approach
por: Zhang, Rongkai, et al.
Publicado: (2022)

Increasing Robustness of Brain–Computer Interfaces Through Automatic Detection and Removal of Corrupted Input Signals
por: Vasko, Jordan L., et al.
Publicado: (2022)

Linking Multi-Layer Dynamical GCN With Style-Based Recalibration CNN for EEG-Based Emotion Recognition
por: Bao, Guangcheng, et al.
Publicado: (2022)

Real-Time Sound Source Localization for Low-Power IoT Devices Based on Multi-Stream CNN
por: Ko, Jungbeom, et al.
Publicado: (2022)

Estimating Fast Neural Input Using Anatomical and Functional Connectivity
por: Eriksson, David
Publicado: (2016)

Automatic seizure detection using three-dimensional CNN based on multi-channel EEG
por: Wei, Xiaoyan, et al.
Publicado: (2018)

Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN
por: Naglah, Ahmed, et al.
Publicado: (2021)

Multi-Input Dual-Stream Capsule Network for Improved Lung and Colon Cancer Classification
por: Ali, Mumtaz, et al.
Publicado: (2021)

The Automatic Proportionator Estimator Is Highly Efficient for Estimation of Total Number of Sparse Cell Populations
por: Boyce, Rogely W., et al.
Publicado: (2018)

Super-Resolution Arterial Spin Labeling Using Slice-Dithered Enhanced Resolution and Simultaneous Multi-Slice Acquisition
por: Shou, Qinyang, et al.
Publicado: (2021)

Bi-stream CNN Down Syndrome screening model based on genotyping array
por: Feng, Bing, et al.
Publicado: (2018)

Quantitative susceptibility mapping using multi-channel convolutional neural networks with dipole-adaptive multi-frequency inputs
por: Si, Wenbin, et al.
Publicado: (2023)

Parsing Neurodynamic Information Streams to Estimate the Frequency, Magnitude and Duration of Team Uncertainty
por: Stevens, Ronald H., et al.
Publicado: (2021)

Solar Power Prediction Using Dual Stream CNN-LSTM Architecture
por: Alharkan, Hamad, et al.
Publicado: (2023)

Interpretation of Frequency Channel-Based CNN on Depression Identification
por: Ke, Hengjin, et al.
Publicado: (2021)

Single-trial P300 classification algorithm based on centralized multi-person data fusion CNN
por: Du, Pu, et al.
Publicado: (2023)

Automatic segmentation of head and neck primary tumors on MRI using a multi-view CNN
por: Schouten, Jens P.E., et al.
Publicado: (2022)

Epileptic Seizure Detection Based on EEG Signals and CNN
por: Zhou, Mengni, et al.
Publicado: (2018)

Multi-Feature Input Deep Forest for EEG-Based Emotion Recognition
por: Fang, Yinfeng, et al.
Publicado: (2021)

Estimation of the synaptic input firing rates and characterization of the stimulation effects in an auditory neuron
por: Kobayashi, Ryota, et al.
Publicado: (2015)

Embodied working memory during ongoing input streams
por: Berberian, Nareg, et al.
Publicado: (2021)

Automatic Detection of Atrial Fibrillation Based on CNN-LSTM and Shortcut Connection
por: Ping, Yongjie, et al.
Publicado: (2020)

Automatic Modulation Classification Based on CNN-Transformer Graph Neural Network
por: Wang, Dong, et al.
Publicado: (2023)

Estimating the Information Extracted by a Single Spiking Neuron from a Continuous Input Time Series
por: Zeldenrust, Fleur, et al.
Publicado: (2017)

Linear Integration of Tactile and Non-tactile Inputs Mediates Estimation of Fingertip Relative Position
por: Toma, Simone, et al.
Publicado: (2019)

Multi-Input CNN-LSTM deep learning model for fear level classification based on EEG and peripheral physiological signals
por: Masuda, Nagisa, et al.
Publicado: (2023)

Environment Sound Classification Using a Two-Stream CNN Based on Decision-Level Fusion
por: Su, Yu, et al.
Publicado: (2019)

Automatic Reconstruction of Neural Morphologies with Multi-Scale Tracking
por: Choromanska, Anna, et al.
Publicado: (2012)

CNN-Based Quality Assurance for Automatic Segmentation of Breast Cancer in Radiotherapy
por: Chen, Xinyuan, et al.
Publicado: (2020)

Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation
por: Wang, Guotai, et al.
Publicado: (2019)

Intelligent automatic sleep staging model based on CNN and LSTM
por: Zhuang, Lan, et al.
Publicado: (2022)

Automatic Stones Classification through a CNN-Based Approach
por: Tropea, Mauro, et al.
Publicado: (2022)

A Multi-Step CNN-Based Estimation of Aircraft Landing Gear Angles
por: Li, Fuyang, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_akoghib2fv47no03bjivu1ha9h