相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference
Raghav Mehta et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2022)
Free-breathing 3D stack-of-radial MRI quantification of liver fat and R2* in adults with fatty liver disease
Tess Armstrong et al.
MAGNETIC RESONANCE IMAGING (2022)
Multi-domain convolutional neural network (MD-CNN) for radial reconstruction of dynamic cardiac MRI
Hossam El-Rewaidy et al.
MAGNETIC RESONANCE IN MEDICINE (2021)
Uncertainty Quantification in Deep MRI Reconstruction
Vineet Edupuganti et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2021)
Robust water-fat separation based on deep learning model exploring multi-echo nature of mGRE
Kewen Liu et al.
MAGNETIC RESONANCE IN MEDICINE (2021)
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
Moloud Abdar et al.
INFORMATION FUSION (2021)
Rapid 4D-MRI reconstruction using a deep radial convolutional neural network: Dracula
Joshua N. Freedman et al.
RADIOTHERAPY AND ONCOLOGY (2021)
DEEP LEARNING-BASED PARAMETER MAPPING WITH UNCERTAINTY ESTIMATION FOR FAT QUANTIFICATION USING ACCELERATED FREE-BREATHING RADIAL MRI
Shu-Fu Shih et al.
2021 IEEE 18TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2021)
Deep neural network for water/fat separation: Supervised training, unsupervised training, and no training
Ramin Jafari et al.
MAGNETIC RESONANCE IN MEDICINE (2021)
Effect of respiratory motion on free-breathing 3D stack-of-radial liver R2*relaxometry and improved quantification accuracy using self-gating
Xiaodong Zhong et al.
MAGNETIC RESONANCE IN MEDICINE (2020)
Deep Magnetic Resonance Image Reconstruction: Inverse Problems Meet Neural Networks
Dong Liang et al.
IEEE SIGNAL PROCESSING MAGAZINE (2020)
Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI With Limited Training Data
Andreas Kofler et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)
Free-breathing fat and R2* quantification in the liver using a stack-of-stars multi-echo acquisition with respiratory-resolved model-based reconstruction
Manuel Schneider et al.
MAGNETIC RESONANCE IN MEDICINE (2020)
Fast and accurate calculation of myocardial T1 and T2 values using deep learning Bloch equation simulations (DeepBLESS)
Jiaxin Shao et al.
MAGNETIC RESONANCE IN MEDICINE (2020)
A multi-scale residual network for accelerated radial MR parameter mapping
Zhiyang Fu et al.
MAGNETIC RESONANCE IMAGING (2020)
Water-fat separation and parameter mapping in cardiac MRI via deep learning with a convolutional neural network
James W. Goldfarb et al.
JOURNAL OF MAGNETIC RESONANCE IMAGING (2019)
Robust water-fat separation for multi-echo gradient-recalled echo sequence using convolutional neural network
JaeJin Cho et al.
MAGNETIC RESONANCE IN MEDICINE (2019)
Radial streak artifact reduction using phased array beamforming
Sagar Mandava et al.
MAGNETIC RESONANCE IN MEDICINE (2019)
Separation of water and fat signal in whole-body gradient echo scans using convolutional neural networks
Jonathan Andersson et al.
MAGNETIC RESONANCE IN MEDICINE (2019)
SANTIS: Sampling- Augmented Neural neTwork with Incoherent Structure for MR image reconstruction
Fang Liu et al.
MAGNETIC RESONANCE IN MEDICINE (2019)
Generative adversarial network in medical imaging: A review
Xin Yi et al.
MEDICAL IMAGE ANALYSIS (2019)
Accelerating CS-MRI Reconstruction With Fine-Tuning Wasserstein Generative Adversarial Network
Mingfeng Jiang et al.
IEEE ACCESS (2019)
Free-breathing liver fat quantification using a multiecho 3D stack-of-radial technique
Tess Armstrong et al.
MAGNETIC RESONANCE IN MEDICINE (2018)
Deep Residual Learning for Accelerated MRI Using Magnitude and Phase Networks
Dongwook Lee et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2018)
Deep learning with domain adaptation for accelerated projection-reconstruction MR
Yoseob Han et al.
MAGNETIC RESONANCE IN MEDICINE (2018)
Reconstruction of undersampled radial free-breathing 3D abdominal MRI using stacked convolutional auto-encoders
Jun Lv et al.
MEDICAL PHYSICS (2018)
Bayesian Deep Learning for Accelerated MR Image Reconstruction
Jo Schlemper et al.
MACHINE LEARNING FOR MEDICAL IMAGE RECONSTRUCTION, MLMIR 2018 (2018)
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Christian Ledig et al.
30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)
XD-GRASP: Golden-Angle Radial MRI with Reconstruction of Extra Motion-State Dimensions Using Compressed Sensing
Li Feng et al.
MAGNETIC RESONANCE IN MEDICINE (2016)
Nonalcoholic fatty liver disease and hepatocellular carcinoma
Heinz Zoller et al.
METABOLISM-CLINICAL AND EXPERIMENTAL (2016)
Nonalcoholic Fatty Liver Disease A Systematic Review
Mary E. Rinella
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2015)
Fat Water Decomposition Using GlObally Optimal Surface Estimation (GOOSE) Algorithm
Chen Cui et al.
MAGNETIC RESONANCE IN MEDICINE (2015)
Dysregulation of iron and copper homeostasis in nonalcoholic fatty liver
Elmar Aigner et al.
WORLD JOURNAL OF HEPATOLOGY (2015)
Liver Fat Quantification Using a Multi-Step Adaptive Fitting Approach with Multi-Echo GRE Imaging
Xiaodong Zhong et al.
MAGNETIC RESONANCE IN MEDICINE (2014)
Limitations of liver biopsy and non-invasive diagnostic tests for the diagnosis of nonalcoholic fatty liver disease/nonalcoholic steatohepatitis
Yoshio Sumida et al.
WORLD JOURNAL OF GASTROENTEROLOGY (2014)
Iron in fatty liver and in the metabolic syndrome: A promising therapeutic target
Paola Dongiovanni et al.
JOURNAL OF HEPATOLOGY (2011)
T1 Independent, T2* Corrected Chemical Shift Based Fat-Water Separation With Multi-peak Fat Spectral Modeling Is an Accurate and Precise Measure of Hepatic Steatosis
Catherine D. G. Hines et al.
JOURNAL OF MAGNETIC RESONANCE IMAGING (2011)
Robust Water/Fat Separation in the Presence of Large Field Inhomogeneities Using a Graph Cut Algorithm
Diego Hernando et al.
MAGNETIC RESONANCE IN MEDICINE (2010)
Compressed Sensing for Chemical Shift-Based Water-Fat Separation
Mariya Doneva et al.
MAGNETIC RESONANCE IN MEDICINE (2010)
Research electronic data capture (REDCap)-A metadata-driven methodology and workflow process for providing translational research informatics support
Paul A. Harris et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2009)
Sparse MRI: The application of compressed sensing for rapid MR imaging
Michael Lustig et al.
MAGNETIC RESONANCE IN MEDICINE (2007)
Global challenges in liver disease
Roger Williams
HEPATOLOGY (2006)
Steatosis: Co-factor in other liver diseases
EE Powell et al.
HEPATOLOGY (2005)