Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence
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Published By Springer Singapore

9789811563249, 9789811563256

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Deep Learning Architectures for Medical Diagnosis

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_2 ◽

2020 ◽

pp. 15-28

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

Deep Learning ◽

Medical Diagnosis ◽

Learning Architectures

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Artificial Intelligence and Decision Support Systems

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_1 ◽

2020 ◽

pp. 1-14

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

Artificial Intelligence ◽

Decision Support ◽

Decision Support Systems ◽

Support Systems

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A Practical Method for Early Diagnosis of Heart Diseases via Deep Neural Network

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_6 ◽

2020 ◽

pp. 95-106

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

Neural Network ◽

Early Diagnosis ◽

Deep Neural Network ◽

Heart Diseases ◽

Practical Method

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Diagnosing Parkinson by Using Deep Autoencoder Neural Network

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_5 ◽

2020 ◽

pp. 73-93

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

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Future of Medical Decision Support Systems

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_10 ◽

2020 ◽

pp. 157-171

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

Decision Support ◽

Decision Support Systems ◽

Support Systems ◽

Medical Decision ◽

Medical Decision Support ◽

Medical Decision Support Systems

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Diagnosing Diabetic Retinopathy by Using a Blood Vessel Extraction Technique and a Convolutional Neural Network

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_4 ◽

2020 ◽

pp. 53-72

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

Neural Network ◽

Diabetic Retinopathy ◽

Blood Vessel ◽

Convolutional Neural Network ◽

Extraction Technique ◽

Vessel Extraction

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A Brief View on Medical Diagnosis Applications with Deep Learning

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_3 ◽

2020 ◽

pp. 29-52

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

Deep Learning ◽

Medical Diagnosis

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Psychological Personal Support System with Long Short Term Memory and Facial Expressions Recognition Approach

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_8 ◽

2020 ◽

pp. 129-144

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

Facial Expressions ◽

Support System ◽

Short Term Memory ◽

Term Memory ◽

Personal Support ◽

Long Short Term Memory ◽

Facial Expressions Recognition

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A Hybrid Medical Diagnosis Approach with Swarm Intelligence Supported Autoencoder Based Recurrent Neural Network System

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_7 ◽

2020 ◽

pp. 107-127

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

Neural Network ◽

Swarm Intelligence ◽

Recurrent Neural Network ◽

Medical Diagnosis ◽

Network System ◽

Neural Network System ◽

Diagnosis Approach

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Diagnosing of Diabetic Retinopathy with Image Dehazing and Capsule Network

Deep Learning for Medical Decision Support Systems - Studies in Computational Intelligence ◽

10.1007/978-981-15-6325-6_9 ◽

2020 ◽

pp. 145-155

Author(s):

Utku Kose ◽

Omer Deperlioglu ◽

Jafar Alzubi ◽

Bogdan Patrut

Keyword(s):

Diabetic Retinopathy ◽

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