Intelligent Systems Reference Library - Deep Learning in Healthcare
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Published By Springer International Publishing

9783030326050, 9783030326067

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Opacity Labeling of Diffuse Lung Diseases in CT Images Using Unsupervised and Semi-supervised Learning

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_10 ◽

2019 ◽

pp. 165-179

Author(s):

Shingo Mabu ◽

Shoji Kido ◽

Yasuhi Hirano ◽

Takashi Kuremoto

Keyword(s):

Supervised Learning ◽

Lung Diseases ◽

Ct Images ◽

Diffuse Lung Diseases ◽

Diffuse Lung

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Multi-scale Deep Convolutional Neural Networks for Emphysema Classification and Quantification

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_9 ◽

2019 ◽

pp. 149-164

Author(s):

Liying Peng ◽

Lanfen Lin ◽

Hongjie Hu ◽

Qiaowei Zhang ◽

Huali Li ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

Multi Scale

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Deep Learning in Textural Medical Image Analysis

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_7 ◽

2019 ◽

pp. 111-126

Author(s):

Aiga Suzuki ◽

Hidenori Sakanashi ◽

Shoji Kido ◽

Hayaru Shouno

Keyword(s):

Image Analysis ◽

Deep Learning ◽

Medical Image ◽

Medical Image Analysis

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Deep Active Self-paced Learning for Biomedical Image Analysis

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_6 ◽

2019 ◽

pp. 95-110 ◽

Cited By ~ 2

Author(s):

Wenzhe Wang ◽

Ruiwei Feng ◽

Xuechen Liu ◽

Yifei Lu ◽

Yanjie Wang ◽

...

Keyword(s):

Image Analysis ◽

Biomedical Image Analysis ◽

Biomedical Image

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Medical Image Detection Using Deep Learning

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_1 ◽

2019 ◽

pp. 3-16

Author(s):

María Inmaculada García Ocaña ◽

Karen López-Linares Román ◽

Nerea Lete Urzelai ◽

Miguel Ángel González Ballester ◽

Iván Macía Oliver

Keyword(s):

Deep Learning ◽

Medical Image ◽

Image Detection

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Anatomical-Landmark-Based Deep Learning for Alzheimer’s Disease Diagnosis with Structural Magnetic Resonance Imaging

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_8 ◽

2019 ◽

pp. 127-147 ◽

Cited By ~ 1

Author(s):

Mingxia Liu ◽

Chunfeng Lian ◽

Dinggang Shen

Keyword(s):

Magnetic Resonance Imaging ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Magnetic Resonance ◽

Disease Diagnosis ◽

Anatomical Landmark ◽

Resonance Imaging ◽

Structural Magnetic Resonance Imaging ◽

Alzheimer’S Disease Diagnosis

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Residual Sparse Autoencoders for Unsupervised Feature Learning and Its Application to HEp-2 Cell Staining Pattern Recognition

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_11 ◽

2019 ◽

pp. 181-199

Author(s):

Xian-Hua Han ◽

Yen-Wei Chen

Keyword(s):

Pattern Recognition ◽

Staining Pattern ◽

Feature Learning ◽

Unsupervised Feature Learning ◽

Cell Staining

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Improving the Performance of Deep CNNs in Medical Image Segmentation with Limited Resources

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_5 ◽

2019 ◽

pp. 79-94

Author(s):

Saeed Mohagheghi ◽

Amir Hossein Foruzan ◽

Yen-Wei Chen

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Medical Image Segmentation ◽

Limited Resources

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Medical Image Enhancement Using Deep Learning

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_4 ◽

2019 ◽

pp. 53-76

Author(s):

Yinhao Li ◽

Yutaro Iwamoto ◽

Yen-Wei Chen

Keyword(s):

Deep Learning ◽

Image Enhancement ◽

Medical Image ◽

Medical Image Enhancement

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Medical Image Segmentation Using Deep Learning

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_2 ◽

2019 ◽

pp. 17-31

Author(s):

Karen López-Linares Román ◽

María Inmaculada García Ocaña ◽

Nerea Lete Urzelai ◽

Miguel Ángel González Ballester ◽

Iván Macía Oliver

Keyword(s):

Image Segmentation ◽

Deep Learning ◽

Medical Image ◽

Medical Image Segmentation

Download Full-text

Intelligent Systems Reference Library - Deep Learning in HealthcareLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Opacity Labeling of Diffuse Lung Diseases in CT Images Using Unsupervised and Semi-supervised Learning

Multi-scale Deep Convolutional Neural Networks for Emphysema Classification and Quantification

Deep Learning in Textural Medical Image Analysis

Deep Active Self-paced Learning for Biomedical Image Analysis

Medical Image Detection Using Deep Learning

Anatomical-Landmark-Based Deep Learning for Alzheimer’s Disease Diagnosis with Structural Magnetic Resonance Imaging

Residual Sparse Autoencoders for Unsupervised Feature Learning and Its Application to HEp-2 Cell Staining Pattern Recognition

Improving the Performance of Deep CNNs in Medical Image Segmentation with Limited Resources

Medical Image Enhancement Using Deep Learning

Medical Image Segmentation Using Deep Learning

Intelligent Systems Reference Library - Deep Learning in Healthcare
Latest Publications