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This book examines the nature of medical knowledge, how it is obtained, and how it can be used for decision support. It provides complete coverage of computational approaches to clinical decision-making. Chapters discuss data integration into healthcare information systems and delivery to point of care for providers, as well as facilitation of direct to consumer access. A case study section highlights critical lessons learned, while another portion of the work examines biostatistical methods including data mining, predictive modelling, and analysis. This book additionally addresses organizatio

Clinical medicine -- Decision making -- Data processing. --- Diagnosis -- Decision making -- Data processing. --- Diagnosis --- Clinical medicine --- Thinking --- Medicine --- Patient Care Management --- Information Systems --- Technology --- Medical Records Systems, Computerized --- Medical Informatics --- Organization and Administration --- Health Care Quality, Access, and Evaluation --- Learning --- Health Occupations --- Information Science --- Health Services Administration --- Health Care --- Technology, Industry, and Agriculture --- Mental Processes --- Medical Records --- Records as Topic --- Disciplines and Occupations --- Psychological Phenomena and Processes --- Technology, Industry, Agriculture --- Psychiatry and Psychology --- Data Collection --- Epidemiologic Methods --- Investigative Techniques --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Delivery of Health Care --- Problem Solving --- Clinical Medicine --- Medical Informatics Applications --- Electronic Health Records --- Organizational Innovation --- Automation --- Decision Support Systems, Clinical --- Health & Biological Sciences --- Radiology, MRI, Ultrasonography & Medical Physics --- Decision making --- Data processing --- Data processing. --- Clinical Decision Support --- Decision Support, Clinical --- Clinical Decision Support Systems --- Clinical Decision Supports --- Decision Supports, Clinical --- Support, Clinical Decision --- Supports, Clinical Decision --- Clinical Decision-Making --- Medicine, Clinical --- Diseases --- Examinations, Medical (Diagnosis) --- Medical diagnosis --- Medical examinations (Diagnosis) --- Medical tests (Diagnosis) --- Prognosis --- Symptoms --- Testing --- Clinical Decision Support System

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"Clinical Decision Support and Beyond: Progress and Opportunities in Knowledge-Enhanced Health and Healthcare, now in its third edition, discusses the underpinnings of effective, reliable, and easy-to-use clinical decision support systems at the point of care as a productive way of managing the flood of data, knowledge, and misinformation when providing patient care. Incorporating CDS into electronic health record systems has been underway for decades; however its complexities, costs, and user resistance have lagged its potential. Thus it is of utmost importance to understand the process in detail, to take full advantage of its capabilities. The book expands and updates the content of the previous edition, and discusses topics such as integration of CDS into workflow, context-driven anticipation of needs for CDS, new forms of CDS derived from data analytics, precision medicine, population health, integration of personal monitoring, and patient-facing CDS. In addition, it discusses population health management, public health CDS and CDS to help reduce health disparities. It is a valuable resource for clinicians, practitioners, students and members of medical and biomedical fields who are interested to learn more about the potential of clinical decision support to improve health and wellness and the quality of health care. Presents an overview and details of the current state of the art and usefulness of clinical decision support, and how to utilize these capabilities Explores the technological underpinnings for developing, managing, and sharing knowledge resources and deploying them as CDS or for other uses Discusses the current drivers and opportunities that are expanding the prospects for use of knowledge to enhance health and healthcare"-- From ProQuest Ebook Central.

Decision Support Systems, Clinical --- Clinical medicine --- Decision making --- Clinical Decision Support --- Decision Support, Clinical --- Clinical Decision Support System --- Clinical Decision Support Systems --- Clinical Decision Supports --- Decision Supports, Clinical --- Support, Clinical Decision --- Supports, Clinical Decision --- Clinical Decision-Making --- Diagnosis --- Problem solving. --- Data processing. --- Methodology --- Psychology --- Executive functions (Neuropsychology) --- Diseases --- Examinations, Medical (Diagnosis) --- Medical diagnosis --- Medical examinations (Diagnosis) --- Medical tests (Diagnosis) --- Prognosis --- Symptoms --- Medicine, Clinical --- Medicine --- Testing --- Problem Solving --- Electronic Health Records. --- Organizational Innovation. --- Automation. --- Medical Informatics --- Medical Informatics Applications --- trends. --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Biomedical Engineering --- Computer Science, Medical --- Health Informatics --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Informatics, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technology, Health Information --- Computational Biology --- Biomedical Technology --- American Recovery and Reinvestment Act --- Automations --- Change, Organizational --- Innovation, Organizational --- Organizational Change --- Changes, Organizational --- Innovations, Organizational --- Organizational Changes --- Organizational Innovations --- Computerized Medical Record --- Computerized Medical Records --- Electronic Health Record --- Medical Record, Computerized --- Medical Records, Computerized --- Electronic Health Record Data --- Electronic Medical Record --- Electronic Medical Records --- Health Record, Electronic --- Health Records, Electronic --- Medical Record, Electronic --- Medical Records, Electronic --- Medical Record Linkage --- Executive Function --- Organizational change.

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This book constitutes the refereed proceedings of the Third MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2012, held in Nice, France, in October 2012. The 10 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 15 submissions. The papers are divided on several topics on image analysis of visual or multimodal medical data (X-ray, MRI, CT, echo videos, time series data), machine learning of disease correlations in visual or multimodal data, algorithms for indexing and retrieval of data from visual or multimodal medical databases, disease model-building and clinical decision support systems based on visual or multimodal analysis, algorithms for medical image retrieval or classification, systems of retrieval or classification using the ImageCLEF collection.

Medical informatics --- Investigative Techniques --- Publication Formats --- Medical Informatics Applications --- Computing Methodologies --- Information Systems --- Information Science --- Medical Informatics --- Publication Characteristics --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Methods --- Decision Support Systems, Clinical --- Information Storage and Retrieval --- Decision Making, Computer-Assisted --- Congresses --- Image Processing, Computer-Assisted --- Engineering & Applied Sciences --- Computer Science --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Computer-Assisted Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Computer Assisted --- Image Reconstructions --- Reconstruction, Image --- Reconstructions, Image --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Data Files --- Data Linkage --- Data Retrieval --- Data Sources --- Data Storage --- Data Storage and Retrieval --- Information Extraction --- Information Storage --- Machine-Readable Data Files --- Information Retrieval --- Data File --- Data File, Machine-Readable --- Data Files, Machine-Readable --- Data Source --- Extraction, Information --- Files, Machine-Readable Data --- Information Extractions --- Machine Readable Data Files --- Machine-Readable Data File --- Retrieval, Data --- Storage, Data --- Clinical Decision Support --- Decision Support, Clinical --- Clinical Decision Support Systems --- Clinical Decision Supports --- Decision Supports, Clinical --- Support, Clinical Decision --- Supports, Clinical Decision --- Methodological Studies --- Methodological Study --- Procedures --- Studies, Methodological --- Study, Methodological --- Method --- Procedure --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- Information Sciences --- Science, Information --- Sciences, Information --- Ancillary Information Systems --- Data Systems --- Emergency Care Information Systems --- Information Retrieval Systems --- Ancillary Information System --- Data System --- Information Retrieval System --- Information System --- Information System, Ancillary --- Information Systems, Ancillary --- System, Ancillary Information --- System, Data --- System, Information --- System, Information Retrieval --- Systems, Ancillary Information --- Systems, Data --- Systems, Information --- Systems, Information Retrieval --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Computer science. --- Data mining. --- Information storage and retrieval. --- Image processing. --- Pattern recognition. --- Management information systems. --- Computer Science. --- Information Storage and Retrieval. --- Information Systems Applications (incl. Internet). --- Pattern Recognition. --- Data Mining and Knowledge Discovery. --- Image Processing and Computer Vision. --- Management of Computing and Information Systems. --- Information storage and retrieva. --- Optical pattern recognition. --- Computer vision. --- Information Systems. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Optical data processing. --- Informatics --- Science --- EIS (Information systems) --- Executive information systems --- MIS (Information systems) --- Sociotechnical systems --- Information resources management --- Management --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Communication systems --- Optical equipment