AIMC Journal:
Studies in health technology and informatics

Showing 811 to 820 of 1278 articles

Commercial Adoption of AI in the Healthcare Sector: An Exploratory Analysis of S&P500 Companies.

Studies in health technology and informatics Jun 16, 2020
The use of Artificial Intelligence (AI) technologies within the healthcare sector is growing. However, there are differences in the speed of commercial adoption of AI across sub-sectors. We employ a dataset including news mentions and executive commu...
Commerce Artificial Intelligence Delivery of Health Care Health Care Sector Diffusion of Innovation
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Clinical History Segment Extraction from Chronic Fatigue Syndrome Assessments to Model Disease Trajectories.

Studies in health technology and informatics Jun 16, 2020
Chronic fatigue syndrome (CFS) is a long-term illness with a wide range of symptoms and condition trajectories. To improve the understanding of these, automated analysis of large amounts of patient data holds promise. Routinely documented assessments...
Natural Language Processing Data Collection Electronic Health Records Humans Fatigue Syndrome, Chronic
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Clinical Concept Normalization on Medical Records Using Word Embeddings and Heuristics.

Studies in health technology and informatics Jun 16, 2020
Electronic health records contain valuable information on patients' clinical history in the form of free text. Manually analyzing millions of these documents is unfeasible and automatic natural language processing methods are essential for efficientl...
Electronic Health Records Humans Natural Language Processing Narration Heuristics
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Clinical Abbreviation Disambiguation Using Deep Contextualized Representation.

Studies in health technology and informatics Jun 16, 2020
The objective of this study is to develop a method for clinical abbreviation disambiguation using deep contextualized representation and cluster analysis. We employed the pre-trained BioELMo language model to generate the contextualized word vector f...
Natural Language Processing Algorithms Language Cluster Analysis
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Character-Level Neural Language Modelling in the Clinical Domain.

Studies in health technology and informatics Jun 16, 2020
Word embeddings have become the predominant representation scheme on a token-level for various clinical natural language processing (NLP) tasks. More recently, character-level neural language models, exploiting recurrent neural networks, have again r...
Semantics Natural Language Processing Patient Care Cluster Analysis Language Neural Networks, Computer
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Blood Lactate Concentration Prediction in Critical Care.

Studies in health technology and informatics Jun 16, 2020
Blood lactate concentration is a reliable risk indicator of deterioration in critical care requiring frequent blood sampling. However, lactate measurement is an invasive procedure that can increase risk of infections. Yet there is no clinical consens...
Risk Factors Critical Care Algorithms Lactic Acid Machine Learning Humans
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Automatic Extraction of Risk Factors for Dialysis Patients from Clinical Notes Using Natural Language Processing Techniques.

Studies in health technology and informatics Jun 16, 2020
Studies have shown that mental health and comorbidities such as dementia, diabetes and cardiovascular diseases are risk factors for dialysis patients. Extracting accurate and timely information associated with these risk factors in the patient health...
Research Design Electronic Health Records Humans Renal Dialysis Natural Language Processing Risk Factors
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A Semi-Automated Approach for Multilingual Terminology Matching: Mapping the French Version of the ICD-10 to the ICD-10 CM.

Studies in health technology and informatics Jun 16, 2020
The aim of this study was to develop a simple method to map the French International Statistical Classification of Diseases and Related Health Problems, 10th revision (ICD-10) with the International Classification of Diseases, 10th Revision, Clinical...
Multilingualism Natural Language Processing Language Unified Medical Language System International Classification of Diseases
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A Semantic Similarity Evaluation for Healthcare Ontologies Matching to HL7 FHIR Resources.

Studies in health technology and informatics Jun 16, 2020
Healthcare 4.0 demands healthcare data to be shaped into a common standardized and interoperable format for achieving more efficient data exchange. Most of the techniques addressing this domain are dealing only with specific cases of data transformat...
Delivery of Health Care Electronic Health Records Biological Ontologies Systems Integration Semantics Health Resources
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Provenance for Biomedical Ontologies with RDF and Git.

Studies in health technology and informatics Sep 3, 2019
The German Center for Lung Research (DZL) is a research network with the aim of researching respiratory diseases. In order to enable consortium-wide retrospective research and prospective patient recruitment, we perform data integration into a centra...
Metadata Prospective Studies Humans Data Warehousing Biological Ontologies Retrospective Studies
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