Medical Imaging Informatics [electronic resource] /
Bui, Alex A.T.editor.
Taira, Ricky K.editor.
Medical Imaging Informatics provides an overview of this growing discipline, which stems from an intersection of biomedical informatics, medical imaging, computer science and medicine. Supporting two complementary views, this volume explores the fundamental technologies and algorithms that comprise this field, as well as the application of medical imaging informatics to subsequently improve healthcare research. Clearly written in a four part structure, this introduction follows natural healthcare processes, illustrating the roles of data collection and standardization, context extraction and modeling, and medical decision making tools and applications. Medical Imaging Informatics identifies core concepts within the field, explores research challenges that drive development, and includes current state-of-the-art methods and strategies. .
Description based upon print version of record.
Performing the Imaging Exam -- A Primer on Imaging Anatomy and Physiology -- Integrating Imaging into the Patient Record -- Information Systems & Architectures -- Medical Data Visualization: Toward Integrated Clinical Workstations -- Documenting Imaging Findings -- Characterizing Imaging Data -- Natural Language Processing of Medical Reports -- Organizing Observations: Data Models -- Toward Medical Decision Making -- Disease Models, Part I: Graphical Models -- Disease Models, Part II: Querying & Applications -- Evaluation.
Medical Imaging Informatics provides an overview of this growing discipline, which stems from an intersection of biomedical informatics, medical imaging, computer science and medicine. Supporting two complementary views, this volume explores the fundamental technologies and algorithms that comprise this field, as well as the application of medical imaging informatics to subsequently improve healthcare research. Clearly written in a four part structure, this introduction follows natural healthcare processes, illustrating the roles of data collection and standardization, context extraction and modeling, and medical decision making tools and applications. Medical Imaging Informatics identifies core concepts within the field, explores research challenges that drive development, and includes current state-of-the-art methods and strategies. .
Biomedical engineering.
Radiology.
Optical data processing.
Bioinformatics.
Health informatics.
Computer simulation.
Biomedical Engineering and Bioengineering.
Imaging / Radiology.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computational Biology/Bioinformatics.
Health Informatics.
Simulation and Modeling.