Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition

Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and Cross-Dataset Learning

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_7 ◽

2017 ◽

pp. 97-111

Author(s):

Mingchen Gao ◽

Ziyue Xu ◽

Daniel J. Mollura

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Lung Diseases ◽

Interstitial Lung Diseases ◽

Label Propagation ◽

Deep Convolutional Neural Networks

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Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_15 ◽

2017 ◽

pp. 257-278 ◽

Cited By ~ 2

Author(s):

Hai Su ◽

Fuyong Xing ◽

Xiangfei Kong ◽

Yuanpu Xie ◽

Shaoting Zhang ◽

...

Keyword(s):

Sparse Reconstruction ◽

Cell Detection ◽

Histopathological Images

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Deep Learning for Histopathological Image Analysis: Towards Computerized Diagnosis on Cancers

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_6 ◽

2017 ◽

pp. 73-95 ◽

Cited By ~ 9

Author(s):

Jun Xu ◽

Chao Zhou ◽

Bing Lang ◽

Qingshan Liu

Keyword(s):

Image Analysis ◽

Deep Learning ◽

Histopathological Image ◽

Histopathological Image Analysis

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Deep Learning and Computer-Aided Diagnosis for Medical Image Processing: A Personal Perspective

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_1 ◽

2017 ◽

pp. 3-10 ◽

Cited By ~ 5

Author(s):

Ronald M. Summers

Keyword(s):

Image Processing ◽

Deep Learning ◽

Medical Image ◽

Medical Image Processing ◽

Computer Aided Diagnosis ◽

Personal Perspective ◽

Computer Aided ◽

Aided Diagnosis

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Cell Detection with Deep Learning Accelerated by Sparse Kernel

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_9 ◽

2017 ◽

pp. 137-157 ◽

Cited By ~ 2

Author(s):

Junzhou Huang ◽

Zheng Xu

Keyword(s):

Deep Learning ◽

Cell Detection ◽

Sparse Kernel

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Fully Convolutional Networks in Medical Imaging: Applications to Image Enhancement and Recognition

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_10 ◽

2017 ◽

pp. 159-179 ◽

Cited By ~ 2

Author(s):

Christian F. Baumgartner ◽

Ozan Oktay ◽

Daniel Rueckert

Keyword(s):

Medical Imaging ◽

Image Enhancement ◽

Convolutional Networks ◽

Fully Convolutional Networks

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On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_11 ◽

2017 ◽

pp. 181-193 ◽

Cited By ~ 6

Author(s):

Nima Tajbakhsh ◽

Jae Y. Shin ◽

Suryakanth R. Gurudu ◽

R. Todd Hurst ◽

Christopher B. Kendall ◽

...

Keyword(s):

Neural Networks ◽

Medical Imaging ◽

Convolutional Neural Networks

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Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_8 ◽

2017 ◽

pp. 113-136 ◽

Cited By ~ 5

Author(s):

Hoo-Chang Shin ◽

Holger R. Roth ◽

Mingchen Gao ◽

Le Lu ◽

Ziyue Xu ◽

...

Keyword(s):

Neural Networks ◽

Medical Imaging ◽

Convolutional Neural Networks ◽

Computer Aided Detection ◽

Computer Aided

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Combining Deep Learning and Structured Prediction for Segmenting Masses in Mammograms

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_13 ◽

2017 ◽

pp. 225-240 ◽

Cited By ~ 2

Author(s):

Neeraj Dhungel ◽

Gustavo Carneiro ◽

Andrew P. Bradley

Keyword(s):

Deep Learning ◽

Structured Prediction

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Automatic Pancreas Segmentation Using Coarse-to-Fine Superpixel Labeling

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_16 ◽

2017 ◽

pp. 279-302 ◽

Cited By ~ 3

Author(s):

Amal Farag ◽

Le Lu ◽

Holger R. Roth ◽

Jiamin Liu ◽

Evrim Turkbey ◽

...

Keyword(s):

Coarse To Fine ◽

Pancreas Segmentation

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Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and Cross-Dataset Learning

Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders

Deep Learning for Histopathological Image Analysis: Towards Computerized Diagnosis on Cancers

Deep Learning and Computer-Aided Diagnosis for Medical Image Processing: A Personal Perspective

Cell Detection with Deep Learning Accelerated by Sparse Kernel

Fully Convolutional Networks in Medical Imaging: Applications to Image Enhancement and Recognition

On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging

Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging

Combining Deep Learning and Structured Prediction for Segmenting Masses in Mammograms

Automatic Pancreas Segmentation Using Coarse-to-Fine Superpixel Labeling

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Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern RecognitionLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and Cross-Dataset Learning

Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders

Deep Learning for Histopathological Image Analysis: Towards Computerized Diagnosis on Cancers

Deep Learning and Computer-Aided Diagnosis for Medical Image Processing: A Personal Perspective

Cell Detection with Deep Learning Accelerated by Sparse Kernel

Fully Convolutional Networks in Medical Imaging: Applications to Image Enhancement and Recognition

On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging

Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging

Combining Deep Learning and Structured Prediction for Segmenting Masses in Mammograms

Automatic Pancreas Segmentation Using Coarse-to-Fine Superpixel Labeling

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition
Latest Publications