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Data analytics in medicine = concepts, methodologies, tools, and applications /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Data analytics in medicine/ Information Resources Management Association, editor.
Reminder of title:	concepts, methodologies, tools, and applications /
Published:	Hershey, Pennsylvania :IGI Global, : 2020.,
Description:	1 online resource (4 v.)
Subject:	Medical informatics. -
Online resource:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-1204-3
ISBN:	9781799812050 (ebk.)

Data analytics in medicine = concepts, methodologies, tools, and applications /
Data analytics in medicineconcepts, methodologies, tools, and applications /[electronic resource] :Information Resources Management Association, editor. - Hershey, Pennsylvania :IGI Global,2020. - 1 online resource (4 v.)

Includes bibliographical references and index.

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 --

"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"--

ISBN: 9781799812050 (ebk.)Subjects--Topical Terms:

583858
Medical informatics.

LC Class. No.: R855.3 / .D38 2020e

Dewey Class. No.: 610.285

Data analytics in medicine = concepts, methodologies, tools, and applications /
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245 0 0 $a Data analytics in medicine $h [electronic resource] : $b concepts, methodologies, tools, and applications / $c Information Resources Management Association, editor.
260 $a Hershey, Pennsylvania : $b IGI Global, $c 2020.
300 $a 1 online resource (4 v.)
504 $a Includes bibliographical references and index.
505 0 $a 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 --
505 0 $a Chapter 61. Informed consent in healthcare: a study case of genetic services ; Chapter 62. Towards user authentication requirements for mobile computing ; Chapter 63. Perceptions of play: using Play-Doh to enhance the student experience in bioscience higher education ; Chapter 64. Pre-implementation case studies evaluating workflow and informatics challenges in private primary care clinics for electronic medical record implementation ; Chapter 65. Extraction of protein sequence motif information using bio-inspired computing ; Chapter 66. Classification of breast thermograms using statistical moments and entropy features with probabilistic neural networks ; Chapter 67. HIPAA security and privacy rules auditing in extreme programming environments ; Chapter 68. The cloud gets personal: perspectives on cloud computing for personalized medicine ; Chapter 69. Analysis of healthcare workflows in accordance with access control policies ; Chapter 70. Big data and IoT-Allied challenges associated With healthcare applications in smart and automated systems -- Section 5. Organizational and social implications. Chapter 71. Shared electronic health records as innovation: an Australian case ; Chapter 72. Electronic medical record implementation challenges for the national health system in Greece ; Chapter 73. Ethics of electronic health record systems ; Chapter 74. Hierarchy similarity analyser-an approach to securely share electronic health records ; Chapter 75. Patient data de-identification: a conditional random-field-based supervised approach ; Chapter 76. Mobile application for patients' waiting time control and management of diagnostic imaging examinations -- Volume IV. Chapter 77. Ensuring privacy of participants recruited via social media: an Australian retrospective visualisation and roadmap ; Chapter 78. Implications of molecular docking assay for bioremediation ; Chapter 79. The performance of educational institutions through the electronic records management systems: factors influencing electronic records management system adoption ; Chapter 80. Online social exergames for seniors: a pillar of gamification for clinical practice ; Chapter 81. Exploring the role of service quality and knowledge for mobile health services ; Chapter 82. Effect of power and phase synchronization in multi-trial speech imagery ; Chapter 83. Nursing students' perception of medical information protection in hospitals ; Chapter 84. Information security standards in healthcare activities ; Chapter 85. The politics of establishing ICT governance for large-scale healthcare information infrastructures ; Chapter 86. Inhibitors of physicians' use of mandatory hospital information systems (HIS) ; Chapter 87. Using key performance indicators to reduce perceived perioperative complexity and improve patient workflow ; Chapter 88. Building intelligent systems for paying healthcare providers and using social media to detect fraudulent claims ; Chapter 89. Forensic investigation of digital crimes in healthcare applications -- Section 6. Critical issues and challenges. Chapter 90. Bidirectional spreading activation method for finding human diseases relatedness using well-formed disease ontology ; Chapter 91. An investigation into the efficacy of deep learning tools for big data analysis in health care ; Chapter 92. Real time analysis based on intelligent applications of big data and IoT in smart health care systems ; Chapter 93. The impact of healthcare information technology on patient outcomes -- Section 7. Emerging trends. Chapter 94. Role of bioinformatics in nanotechnology: an initiation towards personalized medicine ; Chapter 95. Overview of cellular computing-basic principles and applications ; Chapter 96. From telecytology to mobile cytopathology: past, present, and future ; Chapter 97. Examining the influence of information technology on modern health care ; Chapter 98. Early detection of dementia: advances, challenges, and future prospects ; Chapter 99. Opportunities and challenges of big data in healthcare ; Chapter 100. Wireless body area network for healthcare applications ; Chapter 101. Information and communication technologies in the healthcare: future trends for project success ; Chapter 102. Robotics in surgical techniques robotics in surgical techniques: present and future trends ; Chapter 103. A next generation of IT: a health record example with terminology binding.
520 3 $a "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"-- $c Provided by publisher.
650 0 $a Medical informatics. $3 583858
650 0 $a Database management. $3 557799
650 0 $a Artificial intelligence. $3 559380
710 2 $a Information Resources Management Association. $3 805473
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