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Adaptive Spatiotemporal SVD Clutter Filtering for Ultrafast Doppler Imaging Using Similarity of Spatial Singular Vectors

IEEE transactions on medical imaging, 2018-07, Vol.37 (7), p.1574-1586

2018

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DRINet for Medical Image Segmentation

IEEE transactions on medical imaging, 2018-11, Vol.37 (11), p.2453-2462

2018

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IEEE_Xplore

Spatiotemporal Clutter Filtering of Ultrafast Ultrasound Data Highly Increases Doppler and fUltrasound Sensitivity

IEEE transactions on medical imaging, 2015-11, Vol.34 (11), p.2271-2285

2015

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q-Space Deep Learning: Twelve-Fold Shorter and Model-Free Diffusion MRI Scans

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1344-1351

2016

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IEEE_Xplore

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1299-1312

2016

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IEEE_Xplore

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

IEEE transactions on medical imaging, 2019-10, Vol.38 (10), p.2281-2292

2019

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IEEE_Xplore

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1285-1298

2016

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IEEE_Xplore

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

IEEE transactions on medical imaging, 2018-11, Vol.37 (11), p.2514-2525

2018

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IEEE_Xplore

Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1182-1195

2016

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IEEE_Xplore

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

IEEE transactions on medical imaging, 2018-02, Vol.37 (2), p.491-503

2018

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Image Synthesis in Multi-Contrast MRI With Conditional Generative Adversarial Networks

IEEE transactions on medical imaging, 2019-10, Vol.38 (10), p.2375-2388

2019

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IEEE_Xplore

Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network

IEEE transactions on medical imaging, 2017-12, Vol.36 (12), p.2524-2535

2017

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IEEE_Xplore

Deep Generative Adversarial Neural Networks for Compressive Sensing MRI

IEEE transactions on medical imaging, 2019-01, Vol.38 (1), p.167-179

2019

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IEEE_Xplore

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

IEEE transactions on medical imaging, 2019-05, Vol.38 (5), p.1116-1126

2019

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IEEE_Xplore

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

IEEE transactions on medical imaging, 2018-02, Vol.37 (2), p.384-395

2018

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Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

IEEE transactions on medical imaging, 2020-08, Vol.39 (8), p.2676-2687

2020

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IEEE_Xplore

Auto-Context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging

IEEE transactions on medical imaging, 2017-11, Vol.36 (11), p.2319-2330

2017

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IEEE_Xplore

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

IEEE transactions on medical imaging, 2018-07, Vol.37 (7), p.1562-1573

2018

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Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale Feature Integration Applied to Multiple Sclerosis Lesion Segmentation

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1229-1239

2016

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IEEE_Xplore

Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge

IEEE transactions on medical imaging, 2020-03, Vol.39 (3), p.777-786

2020

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IEEE_Xplore

Automatic Segmentation of Acute Ischemic Stroke From DWI Using 3-D Fully Convolutional DenseNets

IEEE transactions on medical imaging, 2018-09, Vol.37 (9), p.2149-2160

2018

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IEEE_Xplore

Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions

IEEE transactions on medical imaging, 2018-02, Vol.37 (2), p.615-625

2018

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IEEE_Xplore

Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks

IEEE transactions on medical imaging, 2019-02, Vol.38 (2), p.540-549

2019

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IEEE_Xplore

Detecting Anatomical Landmarks for Fast Alzheimer's Disease Diagnosis

IEEE transactions on medical imaging, 2016-12, Vol.35 (12), p.2524-2533

2016

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IEEE_Xplore

Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1170-1181

2016

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IEEE_Xplore

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Adaptive Spatiotemporal SVD Clutter Filtering for Ultrafast Doppler Imaging Using Similarity of Spatial Singular Vectors

DRINet for Medical Image Segmentation

Spatiotemporal Clutter Filtering of Ultrafast Ultrasound Data Highly Increases Doppler and fUltrasound Sensitivity

q-Space Deep Learning: Twelve-Fold Shorter and Model-Free Diffusion MRI Scans

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

Image Synthesis in Multi-Contrast MRI With Conditional Generative Adversarial Networks

Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network

Deep Generative Adversarial Neural Networks for Compressive Sensing MRI

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

Auto-Context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale Feature Integration Applied to Multiple Sclerosis Lesion Segmentation

Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge

Automatic Segmentation of Acute Ischemic Stroke From DWI Using 3-D Fully Convolutional DenseNets

Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions

Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks

Detecting Anatomical Landmarks for Fast Alzheimer's Disease Diagnosis

Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation

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