Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications
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Published By Springer International Publishing

9783030427481, 9783030427504

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Convolutional Neural Networks for 3D Protein Classification

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_9 ◽

2020 ◽

pp. 237-250

Author(s):

Loris Nanni ◽

Federica Pasquali ◽

Sheryl Brahnam ◽

Alessandra Lumini ◽

Apostolos Axenopoulos

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Protein Classification

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Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_2 ◽

2020 ◽

pp. 9-93

Author(s):

Joseph Antony ◽

Kevin McGuinness ◽

Kieran Moran ◽

Noel E. O’Connor

Keyword(s):

Knee Osteoarthritis ◽

Feature Learning ◽

Radiographic Knee Osteoarthritis

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Application of Convolutional Neural Networks in Gastrointestinal and Liver Cancer Images: A Systematic Review

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_7 ◽

2020 ◽

pp. 183-211

Author(s):

Samy A. Azer

Keyword(s):

Systematic Review ◽

Neural Networks ◽

Liver Cancer ◽

Convolutional Neural Networks

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Data Augmentation in Training Deep Learning Models for Medical Image Analysis

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_6 ◽

2020 ◽

pp. 167-180 ◽

Cited By ~ 1

Author(s):

Behnaz Abdollahi ◽

Naofumi Tomita ◽

Saeed Hassanpour

Keyword(s):

Image Analysis ◽

Deep Learning ◽

Medical Image ◽

Data Augmentation ◽

Medical Image Analysis ◽

Learning Models

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Deep Unsupervised Representation Learning for Audio-Based Medical Applications

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_5 ◽

2020 ◽

pp. 137-164

Author(s):

Shahin Amiriparian ◽

Maximilian Schmitt ◽

Sandra Ottl ◽

Maurice Gerczuk ◽

Björn Schuller

Keyword(s):

Representation Learning ◽

Medical Applications

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From Artificial Intelligence to Deep Learning in Bio-medical Applications

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_10 ◽

2020 ◽

pp. 253-284

Author(s):

Olga Lucia Quintero Montoya ◽

Juan Guillermo Paniagua

Keyword(s):

Artificial Intelligence ◽

Deep Learning ◽

Medical Applications

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Ensemble of Handcrafted and Deep Learned Features for Cervical Cell Classification

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_4 ◽

2020 ◽

pp. 117-135

Author(s):

Loris Nanni ◽

Stefano Ghidoni ◽

Sheryl Brahnam ◽

Shaoxiong Liu ◽

Ling Zhang

Keyword(s):

Cell Classification ◽

Cervical Cell ◽

Learned Features

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Supervised CNN Strategies for Optical Image Segmentation and Classification in Interventional Medicine

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_8 ◽

2020 ◽

pp. 213-236

Author(s):

Sara Moccia ◽

Luca Romeo ◽

Lucia Migliorelli ◽

Emanuele Frontoni ◽

Primo Zingaretti

Keyword(s):

Image Segmentation ◽

Optical Image ◽

Interventional Medicine

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Classification of Tissue Regions in Histopathological Images: Comparison Between Pre-trained Convolutional Neural Networks and Local Binary Patterns Variants

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_3 ◽

2020 ◽

pp. 95-115 ◽

Cited By ~ 1

Author(s):

Jakob N. Kather ◽

Raquel Bello-Cerezo ◽

Francesco Di Maria ◽

Gabi W. van Pelt ◽

Wilma E. Mesker ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Local Binary Patterns ◽

Histopathological Images

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An Introduction to Deep Learners and Deep Learner Descriptors for Medical Applications

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications ◽

10.1007/978-3-030-42750-4_1 ◽

2020 ◽

pp. 1-5

Author(s):

Loris Nanni ◽

Sheryl Brahnam ◽

Rick Brattin ◽

Stefano Ghidoni ◽

Lakhmi C. Jain

Keyword(s):

Medical Applications

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Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical ApplicationsLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Convolutional Neural Networks for 3D Protein Classification

Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity

Application of Convolutional Neural Networks in Gastrointestinal and Liver Cancer Images: A Systematic Review

Data Augmentation in Training Deep Learning Models for Medical Image Analysis

Deep Unsupervised Representation Learning for Audio-Based Medical Applications

From Artificial Intelligence to Deep Learning in Bio-medical Applications

Ensemble of Handcrafted and Deep Learned Features for Cervical Cell Classification

Supervised CNN Strategies for Optical Image Segmentation and Classification in Interventional Medicine

Classification of Tissue Regions in Histopathological Images: Comparison Between Pre-trained Convolutional Neural Networks and Local Binary Patterns Variants

An Introduction to Deep Learners and Deep Learner Descriptors for Medical Applications

Intelligent Systems Reference Library - Deep Learners and Deep Learner Descriptors for Medical Applications
Latest Publications