Lecture Notes in Computer Science - Machine Learning for Health Informatics
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Published By Springer International Publishing

9783319504773, 9783319504780

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Recommender Systems for Health Informatics: State-of-the-Art and Future Perspectives

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_20 ◽

2016 ◽

pp. 391-414 ◽

Cited By ~ 32

Author(s):

André Calero Valdez ◽

Martina Ziefle ◽

Katrien Verbert ◽

Alexander Felfernig ◽

Andreas Holzinger

Keyword(s):

Recommender Systems ◽

Health Informatics ◽

State Of The Art ◽

Future Perspectives

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A Tutorial on Machine Learning and Data Science Tools with Python

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_22 ◽

2016 ◽

pp. 435-480 ◽

Cited By ~ 8

Author(s):

Marcus D. Bloice ◽

Andreas Holzinger

Keyword(s):

Machine Learning ◽

Data Science

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Survey on Feature Extraction and Applications of Biosignals

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_8 ◽

2016 ◽

pp. 161-182 ◽

Cited By ~ 4

Author(s):

Akara Supratak ◽

Chao Wu ◽

Hao Dong ◽

Kai Sun ◽

Yike Guo

Keyword(s):

Feature Extraction

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Deep Learning Trends for Focal Brain Pathology Segmentation in MRI

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_6 ◽

2016 ◽

pp. 125-148 ◽

Cited By ~ 27

Author(s):

Mohammad Havaei ◽

Nicolas Guizard ◽

Hugo Larochelle ◽

Pierre-Marc Jodoin

Keyword(s):

Deep Learning ◽

Brain Pathology

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Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_18 ◽

2016 ◽

pp. 357-376 ◽

Cited By ~ 8

Author(s):

Sebastian Robert ◽

Sebastian Büttner ◽

Carsten Röcker ◽

Andreas Holzinger

Keyword(s):

Machine Learning ◽

Reasoning Under Uncertainty ◽

Interactive Machine Learning

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Argumentation for Knowledge Representation, Conflict Resolution, Defeasible Inference and Its Integration with Machine Learning

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_9 ◽

2016 ◽

pp. 183-208 ◽

Cited By ~ 6

Author(s):

Luca Longo

Keyword(s):

Machine Learning ◽

Conflict Resolution ◽

Knowledge Representation

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Challenges of Medical Text and Image Processing: Machine Learning Approaches

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_11 ◽

2016 ◽

pp. 221-242 ◽

Cited By ~ 3

Author(s):

Ernestina Menasalvas ◽

Consuelo Gonzalo-Martin

Keyword(s):

Machine Learning ◽

Image Processing ◽

Learning Approaches ◽

Text And Image ◽

Medical Text ◽

Processing Machine

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Knowledge Discovery in Clinical Data

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_17 ◽

2016 ◽

pp. 337-356 ◽

Cited By ~ 1

Author(s):

Aryya Gangopadhyay ◽

Rose Yesha ◽

Eliot Siegel

Keyword(s):

Knowledge Discovery ◽

Clinical Data

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A Master Pipeline for Discovery and Validation of Biomarkers

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_13 ◽

2016 ◽

pp. 259-288

Author(s):

Sebastian J. Teran Hidalgo ◽

Michael T. Lawson ◽

Daniel J. Luckett ◽

Monica Chaudhari ◽

Jingxiang Chen ◽

...

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Processing Neurology Clinical Data for Knowledge Discovery: Scalable Data Flows Using Distributed Computing

Lecture Notes in Computer Science - Machine Learning for Health Informatics ◽

10.1007/978-3-319-50478-0_15 ◽

2016 ◽

pp. 303-318 ◽

Cited By ~ 1

Author(s):

Satya S. Sahoo ◽

Annan Wei ◽

Curtis Tatsuoka ◽

Kaushik Ghosh ◽

Samden D. Lhatoo

Keyword(s):

Distributed Computing ◽

Knowledge Discovery ◽

Clinical Data ◽

Data Flows

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Lecture Notes in Computer Science - Machine Learning for Health InformaticsLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Recommender Systems for Health Informatics: State-of-the-Art and Future Perspectives

A Tutorial on Machine Learning and Data Science Tools with Python

Survey on Feature Extraction and Applications of Biosignals

Deep Learning Trends for Focal Brain Pathology Segmentation in MRI

Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning

Argumentation for Knowledge Representation, Conflict Resolution, Defeasible Inference and Its Integration with Machine Learning

Challenges of Medical Text and Image Processing: Machine Learning Approaches

Knowledge Discovery in Clinical Data

A Master Pipeline for Discovery and Validation of Biomarkers

Processing Neurology Clinical Data for Knowledge Discovery: Scalable Data Flows Using Distributed Computing

Lecture Notes in Computer Science - Machine Learning for Health Informatics
Latest Publications