| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
610.285 |
| 書名/作者: |
Data analytics in medicine : concepts, methodologies, tools, and applications // Information Resources Management Association, editor. |
| 出版者: |
Hershey, Pennsylvania : : IGI Global,, 2020. |
| 面頁冊數: |
1 online resource (4 v.) |
| 標題: |
Medical informatics. |
| 標題: |
Database management. |
| 標題: |
Artificial intelligence. |
| ISBN: |
9781799812050 (ebk.) |
| ISBN: |
9781799812043 (hbk.) |
| 書目註: |
Includes bibliographical references and index. |
| 內容註: |
Volume I. Section 1. Fundamental concepts and theories. Chapter 1. A guideline to use activity theory for collaborative healthcare information systems design ; Chapter 2. A review of type 1 diabetes (T1D): to assist patients' and carers' understanding of this condition ; Chapter 3. For better healthcare mining health data ; Chapter 4. Population health management and the science of individuality -- Section 2. Development and design methodologies. Chapter 5. A yes no answer generator based on sentiment-word scores in biomedical question answering ; Chapter 6. Towards an integrated electronic medical records system for quality healthcare in Ghana: an exploratory factor analysis ; Chapter 7. SOA governance in healthcare: beyond early ideas to a structured framework ; Chapter 8. KIIPF - an integrated inter-operable knowledge management process framework for healthcare: implementation in Pakistani healthcare industry ; Chapter 9. Semantic health mediation and access control manager for interoperability among healthcare systems ; Chapter 10. A conceptual framework for an extension access control models in Saudi Arabia healthcare systems ; Chapter 11. Strategies of virtual screening in medicinal chemistry ; Chapter 12. Relationships between models of genetic regulatory networks with emphasis on discrete state stochastic models ; Chapter 13. Integral equation formulations and related numerical solution methods in some biomedical applications of electromagnetic fields: transcranial magnetic stimulation (TMS), nerve fiber stimulation ; Chapter 14. Efficient algorithm for answering fuzzy medical requests in pervasive healthcare information systems ; Chapter 15. Development of portable medical electronic device for infant cry recognition: a primitive experimental study ; Chapter 16. Efficient string matching algorithm for searching large DNA and binary texts ; Chapter 17. Concept attribute labeling and context-aware named entity recognition in electronic health records ; Chapter 18. Knowledge management process-oriented strategy for healthcare organizations ; Chapter 19. Use-case driven approach for a pragmatic implementation of interoperability in ehealth ; Chapter 20. Agent-based modelling in multicellular systems biology ; Chapter 21. The role of artificial intelligence in clinical decision support systems and a classification framework ; Chapter 22. Predictive modeling of surgical site infections using sparse laboratory data ; Chapter 23. Towards semantic interoperability in health data management facilitating process mining ; Chapter 24. A secure robust and privacy enhanced mobile healthcare framework ; Chapter 25. An intelligent multi-objective framework of pervasive information computing -- Section 3. Tools and technologies. Chapter 26. Detecting human diseases relatedness: a spreading activation approach over ontologies ; Chapter 27. An artificial neural network classification of prescription nonadherence -- Volume II. Chapter 28. Applying CI in biology through PSO ; Chapter 29. Semantic reconciliation of electronic health records using semantic web technologies ; Chapter 30. Principles and analysis of biological networks: biological pathways and network motifs ; Chapter 31. Multiple sequence alignment optimization using meta-heuristic techniques ; Chapter 32. GEView (gene expression view) tool for intuitive and high accessible visualization ofexpression data for non-programmer biologists ; Chapter 33. An affordable hybrid cloud based cluster for secure health informatics research ; Chapter 34. EEMI - an electronic health record for pediatricians: adoption barriers, services and use in Mexico ; Chapter 35. Constructing a bioinformatics platform with web and mobile services based on NVIDIA Jetson TK1 ; Chapter 36. Genetic diagnosis of cancer by evolutionary fuzzy-rough based neural-network ensemble ; Chapter 37. Wired and wireless distributed e-home healthcare system ; Chapter 38. Hybrid ensemble learning methods for classification of microarray data: RotBagg ensemblebased classification ; Chapter 39. Fall detection depth-based using tilt angle and shape deformation ; Chapter 40. Energy efficient particle optimized compressed ECG data over Zigbee environment ; Chapter 41. Electromyogram and inertial sensor signal processing in locomotion and transition classification ; Chapter 42. A hybrid kernel extreme learning machine and improved cat swarm optimization for microarray medical data classification ; Chapter 43. Integrated approach for automatic crackle detection based on fractal dimension and box filtering ; Chapter 44. Electromyography-based functional electrical stimulation (FES) in rehabilitation ; Chapter 45. A novel delay-based GFSK demodulator in 65 nm CMOS for low power biomedical applications ; Chapter 46. Step towards interoperability in nursing practice ; Chapter 47. An analysis of factors affecting postnatal depression intervention adherence ; Chapter 48. Modelling and simulating complex systems in biology: introducing NetBioDyn ; a pedagogical and intuitive agent-based software ; Chapter 49. Analysis of electrocardiogram data compression techniques: a MATLAB-based approach ; Chapter 50. A study on lifetime enhancement and reliability in wearable wireless body area networks -- Section 4. Utilization and applications. Chapter 51. Pluralistic tendencies in healing abantu illness in the contemporary South Africa ; Chapter 52. Kinect-based limb rehabilitation methods -- Volume III. Chapter 53. Knowledge acquisition through ontologies from medical natural language texts ; Chapter 54. Utilizing combined claims and clinical datasets for research among potential cases of rare diseases ; Chapter 55. PAGeneRN: parallel architecture for gene regulatory network ; Chapter 56. Research perspectives on functional micro and nano scale coatings: new advances in nanocomposite coatings for severe applications ; Chapter 57. Optimal intervention methods for Markovian gene regulatory networks ; Chapter 58. Human-data interaction in healthcare ; Chapter 59. An optimized graph-based metagenomic gene classification approach: metagenomic gene analysis ; Chapter 60. Healthy 3.0: healthcare digital dimensions -- |
| 摘要、提要註: |
"This book examines practical applications of healthcare analytics for improved patient care, resource allocation, and medical performance, as well as for diagnosing, predicting, and identifying at-risk populations"-- |
| 電子資源: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-1204-3 |