1 A Value of Data Science in the Medical Informatics: An Overview |
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1.2.1 Analytics-as-a-Service |
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1.2.2 Predictive Analytics in Healthcare |
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1.2.3 Predictive Analytics and Healthcare |
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1.2.4 Machine Learning's Role in Predictions |
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1.3 The Role of Data Science in Healthcare |
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1.3.1 Benefits of Data Science in Healthcare |
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1.3.2 The Role of a Data Scientist in Healthcare |
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1.3.3 Challenges of Data Science in Healthcare |
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1.3.4 Applications of Data Science in Healthcare |
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1.3.5 Future of Data Science in Healthcare Domain |
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2 Data Science in Medical Informatics: Challenges and Opportunities |
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2.2 Data Science in Healthcare |
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2.2.2 Real-Time Analytics |
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2.2.3 Data Science Outlook in Healthcare Informatics |
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2.2.4 Stages of Analytics |
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2.2.5 Analytics Technologies |
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2.3.1 Future of Predictive Analytics |
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2.3.2 Reliability in Analytics |
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3 Eminent Role of Machine Learning in the Healthcare Data Management |
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3.2 Machine Learning in Healthcare |
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3.2.1 Machine Learning in Medical Field |
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3.3 Healthcare Data Management and Data Infrastructure |
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3.3.1 Healthcare Data Ownership and Portability |
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3.3.2 Data Science and Machine Learning Applications in Healthcare |
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3.3.3 Machine Learning and Predictive Analytics |
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3.4 Healthcare Informatics |
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3.4.1 Machine Learning Approaches for Medical Informatics |
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3.5 Challenges in Healthcare Data Analytics in Healthcare |
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4 Potential and Adoption of Data Science in the Healthcare Analytics |
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4.2 The Utility of Data Science in Healthcare |
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4.2.1 Why Healthcare Analytics? |
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4.2.2 The Healthcare Analytics Adoption Model |
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4.2.3 The Nine Levels of the Analytics Adoption Model [ 8] |
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4.3 Data Science Use Cases in Healthcare |
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4.4.1 Future of Data Science in Healthcare |
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4.4.2 Stages of Analytics |
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4.4.3 Healthcare Data Analytics Platforms |
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4.4.4 Using Analytics to Address Chronic Disease Management |
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4.5 Prospective Analysis for Predictive Model |
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4.5.1 Future of Prospective Analysis for Predictive Model |
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4.5.2 Reliability in Analytics |
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4.5.3 Concerns of Prospective Analytics |
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4.5.4 Benefits of Prospective Analysis |
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5 Emerging Advancement of Data Science in the Healthcare Informatics |
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5.1.1 What is Healthcare Analytics and Why Does It Matter? |
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5.1.2 Why Healthcare Analytics? |
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5.2 The Use of Data Science in Healthcare |
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5.3 Emerging Approaches to Advance Healthcare Data Analytics |
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5.3.1 Data Analytics in Healthcare |
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5.3.2 Outlook of Data Science in Healthcare Domain |
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5.4 Importance of Advanced Analytics in Healthcare |
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5.4.1 The Value of Data in Analytics |
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5.4.2 Analytics for Transforming Healthcare |
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5.4.3 The Significance of Analytics in Various Fields |
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5.5 Data Analytics Using Predictive Model in Healthcare |
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5.5.1 Benefits of Predictive Model in Healthcare [ 18] |
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5.5.2 Clinical Predictive Analytics Market |
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5.5.3 Concerns of Predictive Analytics |
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5.5.4 Benefits of Predictive Analytics |
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