Healthcare Data Analytics

Book description

At the intersection of computer science and healthcare, data analytics has emerged as a promising tool for solving problems across many healthcare-related disciplines. Supplying a comprehensive overview of recent healthcare analytics research, Healthcare Data Analytics provides a clear understanding of the analytical techniques currently available

Table of contents

  1. Cover (1/2)
  2. Cover (2/2)
  3. Contents (1/3)
  4. Contents (2/3)
  5. Contents (3/3)
  6. Editor Biographies
  7. Contributors
  8. Preface
  9. Chapter 1: An Introduction to Healthcare Data Analytics (1/4)
  10. Chapter 1: An Introduction to Healthcare Data Analytics (2/4)
  11. Chapter 1: An Introduction to Healthcare Data Analytics (3/4)
  12. Chapter 1: An Introduction to Healthcare Data Analytics (4/4)
  13. Part I: Healthcare Data Sources and Basic Analytics
  14. Chapter 2: Electronic Health Records: A Survey (1/8)
  15. Chapter 2: Electronic Health Records: A Survey (2/8)
  16. Chapter 2: Electronic Health Records: A Survey (3/8)
  17. Chapter 2: Electronic Health Records: A Survey (4/8)
  18. Chapter 2: Electronic Health Records: A Survey (5/8)
  19. Chapter 2: Electronic Health Records: A Survey (6/8)
  20. Chapter 2: Electronic Health Records: A Survey (7/8)
  21. Chapter 2: Electronic Health Records: A Survey (8/8)
  22. Chapter 3: Biomedical Image Analysis (1/6)
  23. Chapter 3: Biomedical Image Analysis (2/6)
  24. Chapter 3: Biomedical Image Analysis (3/6)
  25. Chapter 3: Biomedical Image Analysis (4/6)
  26. Chapter 3: Biomedical Image Analysis (5/6)
  27. Chapter 3: Biomedical Image Analysis (6/6)
  28. Chapter 4: Mining of Sensor Data in Healthcare: A Survey (1/8)
  29. Chapter 4: Mining of Sensor Data in Healthcare: A Survey (2/8)
  30. Chapter 4: Mining of Sensor Data in Healthcare: A Survey (3/8)
  31. Chapter 4: Mining of Sensor Data in Healthcare: A Survey (4/8)
  32. Chapter 4: Mining of Sensor Data in Healthcare: A Survey (5/8)
  33. Chapter 4: Mining of Sensor Data in Healthcare: A Survey (6/8)
  34. Chapter 4: Mining of Sensor Data in Healthcare: A Survey (7/8)
  35. Chapter 4: Mining of Sensor Data in Healthcare: A Survey (8/8)
  36. Chapter 5: Biomedical Signal Analysis (1/12)
  37. Chapter 5: Biomedical Signal Analysis (2/12)
  38. Chapter 5: Biomedical Signal Analysis (3/12)
  39. Chapter 5: Biomedical Signal Analysis (4/12)
  40. Chapter 5: Biomedical Signal Analysis (5/12)
  41. Chapter 5: Biomedical Signal Analysis (6/12)
  42. Chapter 5: Biomedical Signal Analysis (7/12)
  43. Chapter 5: Biomedical Signal Analysis (8/12)
  44. Chapter 5: Biomedical Signal Analysis (9/12)
  45. Chapter 5: Biomedical Signal Analysis (10/12)
  46. Chapter 5: Biomedical Signal Analysis (11/12)
  47. Chapter 5: Biomedical Signal Analysis (12/12)
  48. Chapter 6: Genomic Data Analysis for Personalized Medicine (1/7)
  49. Chapter 6: Genomic Data Analysis for Personalized Medicine (2/7)
  50. Chapter 6: Genomic Data Analysis for Personalized Medicine (3/7)
  51. Chapter 6: Genomic Data Analysis for Personalized Medicine (4/7)
  52. Chapter 6: Genomic Data Analysis for Personalized Medicine (5/7)
  53. Chapter 6: Genomic Data Analysis for Personalized Medicine (6/7)
  54. Chapter 6: Genomic Data Analysis for Personalized Medicine (7/7)
  55. Chapter 7: Natural Language Processing and Data Mining for Clinical Text (1/7)
  56. Chapter 7: Natural Language Processing and Data Mining for Clinical Text (2/7)
  57. Chapter 7: Natural Language Processing and Data Mining for Clinical Text (3/7)
  58. Chapter 7: Natural Language Processing and Data Mining for Clinical Text (4/7)
  59. Chapter 7: Natural Language Processing and Data Mining for Clinical Text (5/7)
  60. Chapter 7: Natural Language Processing and Data Mining for Clinical Text (6/7)
  61. Chapter 7: Natural Language Processing and Data Mining for Clinical Text (7/7)
  62. Chapter 8: Mining the Biomedical Literature (1/12)
  63. Chapter 8: Mining the Biomedical Literature (2/12)
  64. Chapter 8: Mining the Biomedical Literature (3/12)
  65. Chapter 8: Mining the Biomedical Literature (4/12)
  66. Chapter 8: Mining the Biomedical Literature (5/12)
  67. Chapter 8: Mining the Biomedical Literature (6/12)
  68. Chapter 8: Mining the Biomedical Literature (7/12)
  69. Chapter 8: Mining the Biomedical Literature (8/12)
  70. Chapter 8: Mining the Biomedical Literature (9/12)
  71. Chapter 8: Mining the Biomedical Literature (10/12)
  72. Chapter 8: Mining the Biomedical Literature (11/12)
  73. Chapter 8: Mining the Biomedical Literature (12/12)
  74. Chapter 9: Social Media Analytics for Healthcare (1/7)
  75. Chapter 9: Social Media Analytics for Healthcare (2/7)
  76. Chapter 9: Social Media Analytics for Healthcare (3/7)
  77. Chapter 9: Social Media Analytics for Healthcare (4/7)
  78. Chapter 9: Social Media Analytics for Healthcare (5/7)
  79. Chapter 9: Social Media Analytics for Healthcare (6/7)
  80. Chapter 9: Social Media Analytics for Healthcare (7/7)
  81. Part II: Advanced Data Analytics for Healthcare
  82. Chapter 10: A Review of Clinical Prediction Models (1/8)
  83. Chapter 10: A Review of Clinical Prediction Models (2/8)
  84. Chapter 10: A Review of Clinical Prediction Models (3/8)
  85. Chapter 10: A Review of Clinical Prediction Models (4/8)
  86. Chapter 10: A Review of Clinical Prediction Models (5/8)
  87. Chapter 10: A Review of Clinical Prediction Models (6/8)
  88. Chapter 10: A Review of Clinical Prediction Models (7/8)
  89. Chapter 10: A Review of Clinical Prediction Models (8/8)
  90. Chapter 11: Temporal Data Mining for Healthcare Data (1/5)
  91. Chapter 11: Temporal Data Mining for Healthcare Data (2/5)
  92. Chapter 11: Temporal Data Mining for Healthcare Data (3/5)
  93. Chapter 11: Temporal Data Mining for Healthcare Data (4/5)
  94. Chapter 11: Temporal Data Mining for Healthcare Data (5/5)
  95. Chapter 12: Visual Analytics for Healthcare (1/6)
  96. Chapter 12: Visual Analytics for Healthcare (2/6)
  97. Chapter 12: Visual Analytics for Healthcare (3/6)
  98. Chapter 12: Visual Analytics for Healthcare (4/6)
  99. Chapter 12: Visual Analytics for Healthcare (5/6)
  100. Chapter 12: Visual Analytics for Healthcare (6/6)
  101. Chapter 13: Predictive Models for Integrating Clinical and Genomic Data (1/7)
  102. Chapter 13: Predictive Models for Integrating Clinical and Genomic Data (2/7)
  103. Chapter 13: Predictive Models for Integrating Clinical and Genomic Data (3/7)
  104. Chapter 13: Predictive Models for Integrating Clinical and Genomic Data (4/7)
  105. Chapter 13: Predictive Models for Integrating Clinical and Genomic Data (5/7)
  106. Chapter 13: Predictive Models for Integrating Clinical and Genomic Data (6/7)
  107. Chapter 13: Predictive Models for Integrating Clinical and Genomic Data (7/7)
  108. Chapter 14: Information Retrieval for Healthcare (1/8)
  109. Chapter 14: Information Retrieval for Healthcare (2/8)
  110. Chapter 14: Information Retrieval for Healthcare (3/8)
  111. Chapter 14: Information Retrieval for Healthcare (4/8)
  112. Chapter 14: Information Retrieval for Healthcare (5/8)
  113. Chapter 14: Information Retrieval for Healthcare (6/8)
  114. Chapter 14: Information Retrieval for Healthcare (7/8)
  115. Chapter 14: Information Retrieval for Healthcare (8/8)
  116. Chapter 15: Privacy-Preserving Data Publishing Methods in Healthcare (1/5)
  117. Chapter 15: Privacy-Preserving Data Publishing Methods in Healthcare (2/5)
  118. Chapter 15: Privacy-Preserving Data Publishing Methods in Healthcare (3/5)
  119. Chapter 15: Privacy-Preserving Data Publishing Methods in Healthcare (4/5)
  120. Chapter 15: Privacy-Preserving Data Publishing Methods in Healthcare (5/5)
  121. Part III: Applications and Practical Systems for Healthcare
  122. Chapter 16: Data Analytics for Pervasive Health (1/9)
  123. Chapter 16: Data Analytics for Pervasive Health (2/9)
  124. Chapter 16: Data Analytics for Pervasive Health (3/9)
  125. Chapter 16: Data Analytics for Pervasive Health (4/9)
  126. Chapter 16: Data Analytics for Pervasive Health (5/9)
  127. Chapter 16: Data Analytics for Pervasive Health (6/9)
  128. Chapter 16: Data Analytics for Pervasive Health (7/9)
  129. Chapter 16: Data Analytics for Pervasive Health (8/9)
  130. Chapter 16: Data Analytics for Pervasive Health (9/9)
  131. Chapter 17: Fraud Detection in Healthcare (1/5)
  132. Chapter 17: Fraud Detection in Healthcare (2/5)
  133. Chapter 17: Fraud Detection in Healthcare (3/5)
  134. Chapter 17: Fraud Detection in Healthcare (4/5)
  135. Chapter 17: Fraud Detection in Healthcare (5/5)
  136. Chapter 18: Data Analytics for Pharmaceutical Discoveries (1/6)
  137. Chapter 18: Data Analytics for Pharmaceutical Discoveries (2/6)
  138. Chapter 18: Data Analytics for Pharmaceutical Discoveries (3/6)
  139. Chapter 18: Data Analytics for Pharmaceutical Discoveries (4/6)
  140. Chapter 18: Data Analytics for Pharmaceutical Discoveries (5/6)
  141. Chapter 18: Data Analytics for Pharmaceutical Discoveries (6/6)
  142. Chapter 19: Clinical Decision Support Systems (1/7)
  143. Chapter 19: Clinical Decision Support Systems (2/7)
  144. Chapter 19: Clinical Decision Support Systems (3/7)
  145. Chapter 19: Clinical Decision Support Systems (4/7)
  146. Chapter 19: Clinical Decision Support Systems (5/7)
  147. Chapter 19: Clinical Decision Support Systems (6/7)
  148. Chapter 19: Clinical Decision Support Systems (7/7)
  149. Chapter 20: Computer-Assisted Medical Image Analysis Systems (1/6)
  150. Chapter 20: Computer-Assisted Medical Image Analysis Systems (2/6)
  151. Chapter 20: Computer-Assisted Medical Image Analysis Systems (3/6)
  152. Chapter 20: Computer-Assisted Medical Image Analysis Systems (4/6)
  153. Chapter 20: Computer-Assisted Medical Image Analysis Systems (5/6)
  154. Chapter 20: Computer-Assisted Medical Image Analysis Systems (6/6)
  155. Chapter 21: Mobile Imaging and Analytics for Biomedical Data (1/7)
  156. Chapter 21: Mobile Imaging and Analytics for Biomedical Data (2/7)
  157. Chapter 21: Mobile Imaging and Analytics for Biomedical Data (3/7)
  158. Chapter 21: Mobile Imaging and Analytics for Biomedical Data (4/7)
  159. Chapter 21: Mobile Imaging and Analytics for Biomedical Data (5/7)
  160. Chapter 21: Mobile Imaging and Analytics for Biomedical Data (6/7)
  161. Chapter 21: Mobile Imaging and Analytics for Biomedical Data (7/7)
  162. Color Inserts (1/2)
  163. Color Inserts (2/2)
  164. Back Cover

Product information

  • Title: Healthcare Data Analytics
  • Author(s): Chandan K. Reddy, Charu C. Aggarwal
  • Release date: June 2015
  • Publisher(s): Chapman and Hall/CRC
  • ISBN: 9781482232127