Author(s): Aggarwal, Charu C.; Reddy, Chandan K
Series: Chapman & Hall/CRC data mining and knowledge discovery series
Publisher: Taylor & Francis
Year: 2015
Language: English
Pages: 724
Tags: Медицинские дисциплины;Социальная медицина и медико-биологическая статистика;
Content: An introduction to healthcare data analytics / Chandan K. Reddy and Charu C. Aggarwal Electronic health records : a survey / Rajiur Rahman and Chandan K. Reddy Biomedical image analysis / Dirk Padfield, Paulo Mendonca, and Sandeep Gupta --
Mining of sensor data in healthcare : a survey / Daby Sow, Kiran K. Turaga, Deepak S. Turaga, and Michael Schmidt --
Biomedical signal analysis / Abhijit Patil, Rajesh Langoju, Suresh Joel, Bhushan D. Patil, and Sahika Genc --
Genomic data analysis for personalized medicine / Juan Cui --
Natural language processing and data mining for clinical text / Kalpana Raja and Siddhartha R Jonnalagadda --
Mining the biomedical literature / Claudiu Mihaila, Riza Batista-Navarro, Noha Alnazzawi, Georgios --
Kontonatsios, ioannis korkontzelos, rafal rak, paul thompson, and sophia ananiadou --
Socialmedia analytics for healthcare / Alexander Kotov --
A review of clinical prediction models / Chandan K. Reddy and Yan Li --
Temporal data mining for healthcare data / Iyad Batal --
Visual analytics for healthcare / David Gotz, Jesus Caban, and Annie T. Chen --
Predictivemodels for integrating clinical and genomic data / Sanjoy Dey, Rohit Gupta, Michael Steinbach, and Vipin Kumar --
Information retrieval for healthcare / William R. Hersh --
Privacy-preserving data publishing methods in healthcare / Yubin Park and Joydeep Ghosh --
Data analytics for pervasive health / Giovanni Acampora, Diane J. Cook, Parisa Rashidi, and Athanasios V. Vasilakos --
Fraud detection in healthcare / Varun Chandola, Jack Schryver, and Sreenivas Sukumar --
Data analytics for pharmaceutical discoveries / Shobeir Fakhraei, Eberechukwu Onukwugha, and Lise Getoor --
Clinical decision support systems / Martin Alther and Chandan K. Reddy --
Computer assisted medical image analysis systems / Shu Liao, Shipeng Yu, Matthias Wolf, Gerardo Hermosillo, Yiqiang Zhan, Yoshihisa Shinagawa, Zhigang Peng, Xiang Sean Zhou, Luca Bogoni, and Marcos Salganicoff --
Mobile imaging and analytics for biomedical data / Stephan M. Jonas and Thomas M. Deserno.
