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Healthcare data analytics /

Aggarwal, Charu C.

Healthcare data analytics /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Healthcare data analytics /edited by Chandan K. Reddy, Charu C. Aggarwal.
其他作者:	Reddy, Chandan K.,
出版者:	Boca Raton :CRC Press/Taylor & Francis,c2015.
面頁冊數:	xxviii, 724 p., [8] p. of plates :ill. (some col.) ;26 cm.
標題:	Data Mining.
ISBN:	9781482232110 (hbk.) :

Healthcare data analytics /
Healthcare data analytics /edited by Chandan K. Reddy, Charu C. Aggarwal. - Boca Raton :CRC Press/Taylor & Francis,c2015. - xxviii, 724 p., [8] p. of plates :ill. (some col.) ;26 cm. - Chapman & Hall/CRC data mining and knowledge discovery series. - Chapman & Hall/CRC data mining and knowledge discovery series..

Includes bibliographical references and index.

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

ISBN: 9781482232110 (hbk.) :NT$2752

LCCN: 2015000574Subjects--Topical Terms:

304461
Data Mining.

LC Class. No.: RA409

Dewey Class. No.: 610.2/1

National Library of Medicine Call No.: W 26.55.I4

Healthcare data analytics /
LDR:02871nam a2200265 a 4500 001 457893
003 DLC
005 20150130095749.0
008 150922s2015 fluaf b 001 0 eng
010 $a 2015000574
020 $a 9781482232110 (hbk.) : $c NT$2752
020 $a 1482232111 (hbk.)
035 $a (DNLM)101650227
035 $a 2015000574
040 $a DNLM/DLC $c DLC
042 $a pcc
050 0 0 $a RA409
060 1 0 $a W 26.55.I4
082 0 0 $a 610.2/1 $2 23
245 0 0 $a Healthcare data analytics / $c edited by Chandan K. Reddy, Charu C. Aggarwal.
260 $a Boca Raton : $b CRC Press/Taylor & Francis, $c c2015.
300 $a xxviii, 724 p., [8] p. of plates : $b ill. (some col.) ; $c 26 cm.
490 1 $a Chapman & Hall/CRC data mining and knowledge discovery series
504 $a Includes bibliographical references and index.
505 0 $a 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
505 $a and analytics for biomedical data / Stephan M. Jonas and Thomas M. Deserno.
650 1 2 $a Data Mining. $3 304461
650 2 2 $a Statistics as Topic. $3 267172
700 1 $a Reddy, Chandan K., $d 1980- $3 671295
700 1 $a Aggarwal, Charu C. $3 264940
830 0 $a Chapman & Hall/CRC data mining and knowledge discovery series. $3 359990