AIMC Journal:
Studies in health technology and informatics

Showing 591 to 600 of 1278 articles

Educating the Healthcare Workforce to Support Digital Transformation.

Studies in health technology and informatics Jun 6, 2022
Digital transformation of the healthcare workforce is a priority if we are to leverage the potential of digital technologies, artificial intelligence in clinical decision support and the potential of data captured within electronic health records. Ed...
Artificial Intelligence Delivery of Health Care Humans Health Personnel Workforce
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Characterizing Infant Mortality Using Data Mining - A Case Study in Two Brazilian States - Santa Catarina and Amapá.

Studies in health technology and informatics Jun 6, 2022
Infant mortality is characterized by the death of young children under the age of one, and it is an issue affecting millions of children in the world. The objective of this article is to employ concepts of knowledge discovery in databases, specifical...
Brazil Infant Machine Learning Data Mining Infant Mortality Child, Preschool Child Humans Neural Networks, Computer
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Deep Learning and Explainable Artificial Intelligence to Predict Patients' Choice of Hospital Levels in Urban and Rural Areas.

Studies in health technology and informatics Jun 6, 2022
Maldistribution of healthcare resources among urban and rural areas is a significant challenge worldwide. People living in rural areas may have limited access to medical resources, and often neglect their health problems or receive insufficient care ...
Hospitals Deep Learning Rural Population Neural Networks, Computer Humans Artificial Intelligence
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Correlation Between Quality Evaluation Metrics and Teeth Detection Results in Panoramic X-Rays Using Deep Learning.

Studies in health technology and informatics Jun 6, 2022
Panoramic images are one of the most requested exams by dentists for allowing the visualization of the entire mouth. Interpreting X-ray images is a time-consuming task in which misdiagnoses can occur due to the inexperience or fatigue of professional...
Deep Learning X-Rays Tooth Radiography, Panoramic
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The Pitfalls of Using Open Data to Develop Deep Learning Solutions for COVID-19 Detection in Chest X-Rays.

Studies in health technology and informatics Jun 6, 2022
Since the emergence of COVID-19, deep learning models have been developed to identify COVID-19 from chest X-rays. With little to no direct access to hospital data, the AI community relies heavily on public data comprising numerous data sources. Model...
X-Rays Humans Radiography COVID-19 SARS-CoV-2 Deep Learning
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Noninvasive Glioma Grading with Deep Learning: A Pilot Study.

Studies in health technology and informatics Jun 6, 2022
Gliomas are the most common neuroepithelial brain tumors, different by various biological tissue types and prognosis. They could be graded with four levels according to the 2007 WHO classification. The emergence of non-invasive histological and molec...
Magnetic Resonance Imaging Neoplasm Grading Glioma Retrospective Studies Brain Neoplasms Deep Learning Pilot Projects Humans
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Accuracies of Training Labels and Machine Learning Models: Experiments on Delirium and Simulated Data.

Studies in health technology and informatics Jun 6, 2022
Supervised predictive models require labeled data for training purposes. Complete and accurate labeled data is not always available, and imperfectly labeled data may need to serve as an alternative. An important question is if the accuracy of the lab...
Support Vector Machine Delirium Humans Machine Learning
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Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records.

Studies in health technology and informatics Jun 6, 2022
OBJECTIVE: We aimed to develop a data-driven machine learning model for predicting critical deterioration events from routinely collected EHR data in hospitalized children.
Intensive Care Units Electronic Health Records Hospitalization Child Machine Learning Humans Retrospective Studies
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Review of the Performance Metrics for Natural Language Systems for Clinical Trials Matching.

Studies in health technology and informatics Jun 6, 2022
Natural Language Processing (NLP) has been adopted widely in clinical trial matching for its ability to process unstructured text that is often found in electronic health records. Despite the rise in the new tools that use NLP to match patients to el...
Electronic Health Records Language Humans Natural Language Processing Benchmarking
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Towards Automated Screening of Literature on Artificial Intelligence in Nursing.

Studies in health technology and informatics Jun 6, 2022
We evaluate the performance of multiple text classification methods used to automate the screening of article abstracts in terms of their relevance to a topic of interest. The aim is to develop a system that can be first trained on a set of manually ...
Artificial Intelligence Natural Language Processing
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