AI Medical Compendium Topic

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Medical Informatics

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Enhancing Clinical Data and Clinical Research Data with Biomedical Ontologies - Insights from the Knowledge Representation Perspective.

Yearbook of medical informatics
OBJECTIVES: There exists a communication gap between the biomedical informatics community on one side and the computer science/artificial intelligence community on the other side regarding the meaning of the terms "semantic integration" and "knowledg...

Advancing Artificial Intelligence in Sensors, Signals, and Imaging Informatics.

Yearbook of medical informatics
OBJECTIVE: To identify research works that exemplify recent developments in the field of sensors, signals, and imaging informatics.

Health Information Management: Implications of Artificial Intelligence on Healthcare Data and Information Management.

Yearbook of medical informatics
OBJECTIVE: This paper explores the implications of artificial intelligence (AI) on the management of healthcare data and information and how AI technologies will affect the responsibilities and work of health information management (HIM) professional...

Artificial Intelligence in Health in 2018: New Opportunities, Challenges, and Practical Implications.

Yearbook of medical informatics
OBJECTIVE: To summarize significant research contributions to the field of artificial intelligence (AI) in health in 2018.

AI in Health: State of the Art, Challenges, and Future Directions.

Yearbook of medical informatics
INTRODUCTION: Artificial intelligence (AI) technologies continue to attract interest from a broad range of disciplines in recent years, including health. The increase in computer hardware and software applications in medicine, as well as digitization...

Artificial Intelligence in Health Informatics: Hype or Reality?

Yearbook of medical informatics
OBJECTIVES: To provide an introduction to the 2019 International Medical Informatics Association (IMIA) Yearbook by the editors.

A Lightweight API-Based Approach for Building Flexible Clinical NLP Systems.

Journal of healthcare engineering
Natural language processing (NLP) has become essential for secondary use of clinical data. Over the last two decades, many clinical NLP systems were developed in both academia and industry. However, nearly all existing systems are restricted to speci...

Robotic Systems in Operating Theaters: New Forms of Team-Machine Interaction in Health Care.

Methods of information in medicine
BACKGROUND: Health information systems have developed rapidly and considerably during the last decades, taking advantage of many new technologies. Robots used in operating theaters represent an exceptional example of this trend. Yet, the more these s...

HPO2Vec+: Leveraging heterogeneous knowledge resources to enrich node embeddings for the Human Phenotype Ontology.

Journal of biomedical informatics
BACKGROUND: In precision medicine, deep phenotyping is defined as the precise and comprehensive analysis of phenotypic abnormalities, aiming to acquire a better understanding of the natural history of a disease and its genotype-phenotype associations...