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Table of Contents
Introduction to Clinical Research Informatics
From Notations to Data: The Digital Transformation of Clinical Research
Methodological Foundations of Clinical Research
The Clinical Research Environment
Biorepositories
Study Protocol Representation
Clinical Research Information Systems
Public Policy Issues in Clinical Research Informatics
Integrating EHR and Research
Data Quality in Clinical Research
Research Data Governance, Roles, and Infrastructure
Informatics Approaches to Patient Recruitment
Patient Registries for Clinical Research
Managing clinical data/research data and phenotyping/cohort discovery
Patient Reported Outcome Data
Laboratory Data [New]
Molecular, Genetic and other -omic Data
Data Sharing: Clinical Trials Registries, Results Databases, and Research Data Repositories
Knowledge Representation and Ontologies
Developing and Promoting Data Standards for Clinical Research
Non-Hypothesis Driven Research: Data mining and knowledge Discovery
Advancing Clinical Research through Natural Language Processing on Electronic Health Records: Traditional Machine Learning Meets Deep Learning
Back to the Future: The Evolution of Pharmacovigilance in the Age of Digital Healthcare
The Evolving Role of Consumers
Research in Open Environments
Research in Context of Learning Health Systems.
From Notations to Data: The Digital Transformation of Clinical Research
Methodological Foundations of Clinical Research
The Clinical Research Environment
Biorepositories
Study Protocol Representation
Clinical Research Information Systems
Public Policy Issues in Clinical Research Informatics
Integrating EHR and Research
Data Quality in Clinical Research
Research Data Governance, Roles, and Infrastructure
Informatics Approaches to Patient Recruitment
Patient Registries for Clinical Research
Managing clinical data/research data and phenotyping/cohort discovery
Patient Reported Outcome Data
Laboratory Data [New]
Molecular, Genetic and other -omic Data
Data Sharing: Clinical Trials Registries, Results Databases, and Research Data Repositories
Knowledge Representation and Ontologies
Developing and Promoting Data Standards for Clinical Research
Non-Hypothesis Driven Research: Data mining and knowledge Discovery
Advancing Clinical Research through Natural Language Processing on Electronic Health Records: Traditional Machine Learning Meets Deep Learning
Back to the Future: The Evolution of Pharmacovigilance in the Age of Digital Healthcare
The Evolving Role of Consumers
Research in Open Environments
Research in Context of Learning Health Systems.