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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scholarly journals Deep Learning Trends for Focal Brain Pathology Segmentation in MRI

2016 ◽  
pp. 125-148 ◽  
Author(s):  
Mohammad Havaei ◽  
Nicolas Guizard ◽  
Hugo Larochelle ◽  
Pierre-Marc Jodoin
Keyword(s):  
Deep Learning ◽  
Brain Pathology

scholarly journals Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning

2016 ◽  
pp. 357-376 ◽  
Author(s):  
Sebastian Robert ◽  
Sebastian Büttner ◽  
Carsten Röcker ◽  
Andreas Holzinger
Keyword(s):  
Machine Learning ◽  
Reasoning Under Uncertainty ◽  
Interactive Machine Learning

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

2016 ◽  
pp. 391-414 ◽  
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

scholarly journals A Tutorial on Machine Learning and Data Science Tools with Python

2016 ◽  
pp. 435-480 ◽  
Author(s):  
Marcus D. Bloice ◽  
Andreas Holzinger
Keyword(s):  
Machine Learning ◽  
Data Science

Survey on Feature Extraction and Applications of Biosignals

2016 ◽  
pp. 161-182 ◽  
Author(s):  
Akara Supratak ◽  
Chao Wu ◽  
Hao Dong ◽  
Kai Sun ◽  
Yike Guo
Keyword(s):  
Feature Extraction

Knowledge Discovery in Clinical Data

2016 ◽  
pp. 337-356 ◽  
Author(s):  
Aryya Gangopadhyay ◽  
Rose Yesha ◽  
Eliot Siegel
Keyword(s):  
Knowledge Discovery ◽  
Clinical Data

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

2016 ◽  
pp. 303-318 ◽  
Author(s):  
Satya S. Sahoo ◽  
Annan Wei ◽  
Curtis Tatsuoka ◽  
Kaushik Ghosh ◽  
Samden D. Lhatoo
Keyword(s):  
Distributed Computing ◽  
Knowledge Discovery ◽  
Clinical Data ◽  
Data Flows

Bagging Soft Decision Trees

2016 ◽  
pp. 25-36 ◽  
Author(s):  
Olcay Taner Yıldız ◽  
Ozan İrsoy ◽  
Ethem Alpaydın
Keyword(s):  
Decision Trees ◽  
Soft Decision
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