Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition

Automatic Vertebra Labeling in Large-Scale Medical Images Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_9 ◽

2019 ◽

pp. 179-197

Author(s):

Dong Yang ◽

Tao Xiong ◽

Daguang Xu

Keyword(s):

Message Passing ◽

Large Scale ◽

Medical Images ◽

Sparsity Regularization ◽

Deep Image ◽

Image Network

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Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_5 ◽

2019 ◽

pp. 93-115

Author(s):

Qi Dou ◽

Cheng Chen ◽

Cheng Ouyang ◽

Hao Chen ◽

Pheng Ann Heng

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Domain Adaptation ◽

Medical Image Segmentation ◽

Adversarial Learning ◽

Unsupervised Domain Adaptation

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Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_15 ◽

2019 ◽

pp. 299-321

Author(s):

Le Zhang ◽

Marco Pereañez ◽

Stefan K. Piechnik ◽

Stefan Neubauer ◽

Steffen E. Petersen ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Image Quality ◽

Quality Assessment ◽

Cardiac Magnetic Resonance Imaging ◽

Image Quality Assessment ◽

Resonance Imaging

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Tumor Growth Prediction Using Convolutional Networks

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_12 ◽

2019 ◽

pp. 239-260

Author(s):

Ling Zhang ◽

Lu Le ◽

Ronald M. Summers ◽

Electron Kebebew ◽

Jianhua Yao

Keyword(s):

Tumor Growth ◽

Growth Prediction ◽

Convolutional Networks

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Glaucoma Detection Based on Deep Learning Network in Fundus Image

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_6 ◽

2019 ◽

pp. 119-137

Author(s):

Huazhu Fu ◽

Jun Cheng ◽

Yanwu Xu ◽

Jiang Liu

Keyword(s):

Deep Learning ◽

Fundus Image ◽

Learning Network ◽

Glaucoma Detection ◽

Deep Learning Network

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Pancreas Segmentation in CT and MRI via Task-Specific Network Design and Recurrent Neural Contextual Learning

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_1 ◽

2019 ◽

pp. 3-21 ◽

Cited By ~ 4

Author(s):

Jinzheng Cai ◽

Le Lu ◽

Fuyong Xing ◽

Lin Yang

Keyword(s):

Network Design ◽

Contextual Learning ◽

Pancreas Segmentation ◽

Ct And Mri

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ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_18 ◽

2019 ◽

pp. 369-392 ◽

Cited By ~ 5

Author(s):

Xiaosong Wang ◽

Yifan Peng ◽

Le Lu ◽

Zhiyong Lu ◽

Mohammadhadi Bagheri ◽

...

Keyword(s):

Supervised Classification ◽

X Ray ◽

Chest X Ray ◽

Weakly Supervised ◽

Weakly Supervised Classification

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2D-Based Coarse-to-Fine Approaches for Small Target Segmentation in Abdominal CT Scans

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_3 ◽

2019 ◽

pp. 43-67

Author(s):

Yuyin Zhou ◽

Qihang Yu ◽

Yan Wang ◽

Lingxi Xie ◽

Wei Shen ◽

...

Keyword(s):

Ct Scans ◽

Small Target ◽

Abdominal Ct ◽

Target Segmentation ◽

Coarse To Fine

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Deep Lesion Graph in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_20 ◽

2019 ◽

pp. 413-435

Author(s):

Ke Yan ◽

Xiaosong Wang ◽

Le Lu ◽

Ling Zhang ◽

Adam P. Harrison ◽

...

Keyword(s):

Large Scale ◽

In The Wild ◽

Deep Lesion ◽

Radiology Image

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Deep Learning for Muscle Pathology Image Analysis

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_2 ◽

2019 ◽

pp. 23-41

Author(s):

Yuanpu Xie ◽

Fujun Liu ◽

Fuyong Xing ◽

Lin Yang

Keyword(s):

Image Analysis ◽

Deep Learning ◽

Muscle Pathology ◽

Pathology Image

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Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition
Latest Publications

TOTAL DOCUMENTS

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Published By Springer International Publishing

Automatic Vertebra Labeling in Large-Scale Medical Images Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization

Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning

Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging

Tumor Growth Prediction Using Convolutional Networks

Glaucoma Detection Based on Deep Learning Network in Fundus Image

Pancreas Segmentation in CT and MRI via Task-Specific Network Design and Recurrent Neural Contextual Learning

ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases

2D-Based Coarse-to-Fine Approaches for Small Target Segmentation in Abdominal CT Scans

Deep Lesion Graph in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database

Deep Learning for Muscle Pathology Image Analysis

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Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern RecognitionLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Automatic Vertebra Labeling in Large-Scale Medical Images Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization

Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning

Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging

Tumor Growth Prediction Using Convolutional Networks

Glaucoma Detection Based on Deep Learning Network in Fundus Image

Pancreas Segmentation in CT and MRI via Task-Specific Network Design and Recurrent Neural Contextual Learning

ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases

2D-Based Coarse-to-Fine Approaches for Small Target Segmentation in Abdominal CT Scans

Deep Lesion Graph in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database

Deep Learning for Muscle Pathology Image Analysis

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition
Latest Publications