AIMC Journal:
Studies in health technology and informatics

Showing 631 to 640 of 1278 articles

Using Robots in Medical Informatics Education.

Studies in health technology and informatics May 25, 2022
Although robots have been used for quite some time in education on school and university level, we found no reports of robots being used in the teaching of medical informatics. Thus we present the timetable and structure of a one week, 2 ECTS blocked...
Education, Medical Robotics Medical Informatics Curriculum Humans
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Disparities in Regional Publication Trends on the Topic of Artificial Intelligence in Biomedical Science Over the Last Five Years: A Bibliometric Analysis.

Studies in health technology and informatics May 25, 2022
Bibliometric analysis is a scientific method that allows researchers to explore the current trend in a certain research area using citation information. This study aims to provide a meta-view of artificial intelligence studies focused on biomedicine ...
Artificial Intelligence Bibliometrics
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The Prediction of Fall Circumstances Among Patients in Clinical Care - A Retrospective Observational Study.

Studies in health technology and informatics May 25, 2022
Standardized fall risk scores have not proven to reliably predict falls in clinical settings. Machine Learning offers the potential to increase the accuracy of such predictions, possibly vastly improving care for patients at high fall risks. We devel...
Machine Learning Algorithms Humans Recurrence Hospitalization Retrospective Studies Accidental Falls Germany Risk Factors
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Using Explainable Artificial Intelligence Models (ML) to Predict Suspected Diagnoses as Clinical Decision Support.

Studies in health technology and informatics May 25, 2022
The complexity of emergency cases and the number of emergency patients have increased dramatically. Due to a reduced or even missing specialist medical staff in the emergency departments (EDs), medical knowledge is often used without professional sup...
Artificial Intelligence Pilot Projects Decision Support Systems, Clinical Logistic Models Area Under Curve Humans
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A Deep Learning Method for Automatic Identification of Drusen and Macular Hole from Optical Coherence Tomography.

Studies in health technology and informatics May 25, 2022
Deep Learning methods have become dominant in various fields of medical imaging, including ophthalmology. In this preliminary study, we investigated a method based on Convolutional Neural Network for the identification of drusen and macular hole from...
Retina Retinal Diseases Deep Learning Retinal Perforations Tomography, Optical Coherence Humans
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Local Explanation-Based Method for Healthcare Risk Stratification.

Studies in health technology and informatics May 25, 2022
Decision support tools in healthcare require a strong confidence in the developed Machine Learning (ML) models both in terms of performances and in their ability to provide users a deeper understanding of the underlying situation. This study presents...
Risk Assessment Health Facilities Research Design Delivery of Health Care Machine Learning Humans
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Assessment of Health Service Quality Through Electronic Health Record - A Scoping Review.

Studies in health technology and informatics May 25, 2022
The World Health Organization defines, that high quality health services should be effective, safe, people-centered, timely, equitable, integrated, and effective. This requires systematic quality assessment. The aim of this scoping review was to expl...
Natural Language Processing Health Services Humans Electronic Health Records
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Constructive Fuzzy Cognitive Map for Depression Severity Estimation.

Studies in health technology and informatics May 25, 2022
Depression is a common and serious medical disorder that negatively affects the mood and the emotions of people, especially adolescents. In this paper, a novel framework for automatically creating Fuzzy Cognitive Maps (FCMs) is proposed. It is applie...
Humans Algorithms Adolescent Cognition Severity of Illness Index Depression Electroencephalography Fuzzy Logic
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CDS-Compare: A Web Application for Machine Learning Assisted Curation of Clinical Order Sets.

Studies in health technology and informatics May 25, 2022
Order sets that adhere to disease-specific guidelines have been shown to increase clinician efficiency and patient safety but curating these order sets, particularly for consistency across multiple sites, is difficult and time consuming. We created s...
Humans Machine Learning Software Databases, Factual Electronic Health Records
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REDIRECT: Mapping Drug Prescriptions and Evidence from Biomedical Literature.

Studies in health technology and informatics May 25, 2022
To enhance their practice, healthcare professionals need to cross-link various usage recommendations provided by heterogeneous vocabularies that must be retrieved and integrated conjointly. This is the aim of the Knowledge Warehouse / K-Ware platform...
Knowledge Bases Vocabulary, Controlled Biological Ontologies Semantics Humans Drug Prescriptions Semantic Web PubMed
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