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ORCIDHealthcare Data Analytics 2015
- Chandan K. Reddy, Charu C. Aggarwal:
Healthcare Data Analytics. Chapman and Hall/CRC 2015, ISBN 978-1-4822-3211-0 - Chandan K. Reddy, Charu C. Aggarwal:
An Introduction to Healthcare Data Analytics. 1-18
Healthcare Data Sources and Basic Analytics
- Rajiur Rahman, Chandan K. Reddy:
Electronic Health Records: A Survey. 21-59 - Dirk Ryan Padfield, Paulo R. S. Mendonça, Sandeep Gupta:
Biomedical Image Analysis. 61-89 - Daby M. Sow, Kiran K. Turaga, Deepak S. Turaga, J. Michael Schmidt:
Mining of Sensor Data in Healthcare: A Survey. 91-125 - Abhijit Patil, Rajesh Langoju, Suresh Joel, Bhushan D. Patil, Sahika Genc:
Biomedical Signal Analysis. 127-185 - Juan Cui:
Genomic Data Analysis for Personalized Medicine. 187-218 - Kalpana Raja, Siddhartha Jonnalagadda:
Natural Language Processing and Data Mining for Clinical Text. 219-249 - Claudiu Mihaila, Riza Theresa Batista-Navarro, Noha Alnazzawi, Georgios Kontonatsios, Ioannis Korkontzelos, Rafal Rak, Paul Thompson, Sophia Ananiadou:
Mining the Biomedical Literature. 251-307 - Alexander Kotov:
Social Media Analytics for Healthcare. 309-340
Advanced Data Analytics for Healthcare
- Chandan K. Reddy, Yan Li:
A Review of Clinical Prediction Models. 343-378 - Iyad Batal:
Temporal Data Mining for Healthcare Data. 379-402 - David Gotz, Jesus J. Caban, Annie T. Chen:
Visiual Analytics for Healthcare. 403-431 - Sanjoy Dey, Rohit Gupta, Michael S. Steinbach, Vipin Kumar:
Predictive Models for Integrating Clinical and Genomic Data. 433-465 - William R. Hersh:
Information Retrieval for Healthcare. 467-505 - Yubin Park, Joydeep Ghosh:
Privacy-Preserving Data Publishing Methods in Healthcare. 507-529
Applications and Practical Systems for Healthcare
- Giovanni Acampora, Diane J. Cook, Parisa Rashidi, Athanasios V. Vasilakos:
Data Analytics for Pervasive Health. 533-576 - Varun Chandola, Jack C. Schryver, Sreenivas R. Sukumar:
Fraud Detection in Healthcare. 577-598 - Shobeir Fakhraei, Eberechukwu Onukwugha, Lise Getoor:
Data Analytics for Pharmaceutical Discoveries. 599-623 - Martin Alther, Chandan K. Reddy:
Clinical Decision Support Systems. 625-656 - Shu Liao, Shipeng Yu, Matthias Wolf, Gerardo Hermosillo, Yiqiang Zhan, Yoshihisa Shinagawa, Zhigang Peng, Xiang Sean Zhou, Luca Bogoni, Marcos Salganicoff:
Computer-Assisted Medical Image Analysis Systems. 657-683 - Stephan M. Jonas, Thomas Martin Deserno:
Mobile Imaging and Analytics for Biomedical Data. 685-718 - Index. 719-724
- Color Inserts. 725-732
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