AIMC Journal:
Studies in health technology and informatics

Showing 571 to 580 of 1278 articles

Explaining Contextualized Word Embeddings in Biomedical Research - A Qualitative Investigation.

Studies in health technology and informatics Jun 29, 2022
Contextualized word embeddings proved to be highly successful quantitative representations of words that allow to efficiently solve various tasks such as clinical entity normalization in unstructured texts. In this paper, we investigate how the Sauss...
Language Biomedical Research Natural Language Processing Unified Medical Language System
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Automatic Wound Type Classification with Convolutional Neural Networks.

Studies in health technology and informatics Jun 29, 2022
Chronic wounds are ulcerations of the skin that fail to heal because of an underlying condition such as diabetes mellitus or venous insufficiency. The timely identification of this condition is crucial for healing. However, this identification requir...
Humans Neural Networks, Computer Artificial Intelligence Wound Healing Diabetic Foot
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Integrating Human Patterns of Qualitative Coding with Machine Learning: A Pilot Study Involving Technology-Induced Error Incident Reports.

Studies in health technology and informatics Jun 29, 2022
The objective of this research was to develop a reproducible method of integrating human patterns of qualitative coding with machine learning. The application of qualitative codes from the technology-induced error and safety literatures to the analys...
Humans Machine Learning Technology Pilot Projects Risk Management
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Inference Time of a CamemBERT Deep Learning Model for Sentiment Analysis of COVID Vaccines on Twitter.

Studies in health technology and informatics Jun 29, 2022
In previous work, we implemented a deep learning model with CamemBERT and PyTorch, and built a microservices architecture using the TorchServe serving library. Without TorchServe, inference time was three times faster when the model was loaded once i...
Humans COVID-19 Deep Learning COVID-19 Vaccines Social Media Vaccines Sentiment Analysis
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Designing a Social Robot Companion to Support Homecare: Usability Results.

Studies in health technology and informatics Jun 29, 2022
Earlier studies show frail seniors often experience loneliness and depression. Moreover, frailty can lead problems with medication and nutrition patterns. The availability of family care and/or nursing care at home is limited. Digital companions, suc...
Humans Frailty Robotics Caregivers Home Care Services Social Interaction
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Ethical Issues in the Utilization of Black Boxes for Artificial Intelligence in Medicine.

Studies in health technology and informatics Jun 29, 2022
Artificial Intelligence (AI) has made major progress in recent years in many fields. With regard of medicine however, the utilization of AI raises numerous ethical questions, especially since newer and much more accurate algorithms function as black ...
Artificial Intelligence Algorithms Medicine
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Comparison of Data Classification Results for Leap Motion Recovery Gestures.

Studies in health technology and informatics Jun 29, 2022
Static and dynamic gestures are frequently used in activities supporting learning, recovery healthcare, engineering, and 3D games to increase the interactivity between man and machine. The gestures are detected via hardware devices and data is proces...
Humans Software Algorithms Male Gestures Support Vector Machine Hand Motion
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Data Federation in Healthcare for Artificial Intelligence Solutions.

Studies in health technology and informatics Jun 29, 2022
Data federation offers a way to get data moving from multiple sources providing advantages in healthcare systems where medical data is often hard to reach because of regulations or the lack of reliable solutions that can integrate on top of protocols...
Artificial Intelligence Delivery of Health Care Radiology Health Facilities
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Substantive Interpretation of Machine Learning Solutions by the Example of Determining the Activity of the Tuberculosis Process in Individuals with Minimal Tuberculosis Residual Changes.

Studies in health technology and informatics Jun 29, 2022
In this article is described an application of various machine learning (ML) methods to obtain decision rules and its interpretation to a problem of recognition of activity of the tuberculosis process. The research data base included 489 patients reg...
Humans Machine Learning Tuberculosis
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Beyond the Brain: MIDS Extends BIDS to Multiple Modalities and Anatomical Regions.

Studies in health technology and informatics Jun 29, 2022
Brain Imaging Data Structure (BIDS) provides a valuable tool to organise brain imaging data into a clear and easy standard directory structure. Moreover, BIDS is widely supported by the scientific community and has been established as a powerful stan...
Artificial Intelligence Algorithms Brain Magnetic Resonance Imaging
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