AIMC Journal:
Studies in health technology and informatics

Showing 791 to 800 of 1278 articles

Machine Learning-Based Identification of Obesity from Positive and Unlabelled Electronic Health Records.

Studies in health technology and informatics Jun 16, 2020
INTRODUCTION: Prevalence of overweight and obesity are increas- ing in the last decades, and with them, diseases and health conditions such as diabetes, hypertension or cardiovascular diseases. However, hos- pital databases usually do not record such...
Diabetes Mellitus Obesity Humans Machine Learning Electronic Health Records
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Gesture Classification for a Hand Controller Device Using Neural Networks.

Studies in health technology and informatics Jun 16, 2020
This paper presents a convolutional neural network-based classification of the hand flexion and extension gestures used in wrist recovery after injury. The hand gesture recognition device used in our study is the Leap Motion controller. The Leap Moti...
Databases, Factual Humans Gestures Motion Neural Networks, Computer Hand Wrist
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More Information Continuity Through Health Networks? Barriers to Implementation and Use of Health IT.

Studies in health technology and informatics Jun 16, 2020
Wound networks, as a voluntary structure formed by interdisciplinary health professionals, have the capacity to improve the continuity of care. Health IT systems (HIT) might be able to support these networks ensuring the information continuity in thi...
Qualitative Research Artificial Intelligence Continuity of Patient Care Administrative Personnel
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Comparison of Unplanned 30-Day Readmission Prediction Models, Based on Hospital Warehouse and Demographic Data.

Studies in health technology and informatics Jun 16, 2020
Anticipating unplanned hospital readmission episodes is a safety and medico-economic issue. We compared statistics (Logistic Regression) and machine learning algorithms (Gradient Boosting, Random Forest, and Neural Network) for predicting the risk of...
Machine Learning Logistic Models Reproducibility of Results Demography Patient Readmission
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Using Unsupervised Learning to Identify Clinical Subtypes of Alzheimer's Disease in Electronic Health Records.

Studies in health technology and informatics Jun 16, 2020
Identifying subtypes of Alzheimer's Disease (AD) can lead towards the creation of personalized interventions and potentially improve outcomes. In this study, we use UK primary care electronic health records (EHR) from the CALIBER resource to identify...
Alzheimer Disease Male Electronic Health Records Unsupervised Machine Learning Primary Health Care Humans
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The Personal Health Library: A Single Point of Secure Access to Patient Digital Health Information.

Studies in health technology and informatics Jun 16, 2020
Traditionally, health data management has been EMR-based and mostly handled by health care providers. Mechanisms are needed to give patients more control over their health conditions. Personal Health Libraries (PHLs) provide a single point of secure ...
Health Personnel Delivery of Health Care Artificial Intelligence Humans
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The Impact of Specialized Corpora for Word Embeddings in Natural Langage Understanding.

Studies in health technology and informatics Jun 16, 2020
Recent studies in the biomedical domain suggest that learning statistical word representations (static or contextualized word embeddings) on large corpora of specialized data improve the results on downstream natural language processing (NLP) tasks. ...
Natural Language Processing Information Storage and Retrieval Language Unified Medical Language System Electronic Health Records
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Supervised Learning for the ICD-10 Coding of French Clinical Narratives.

Studies in health technology and informatics Jun 16, 2020
Automatic detection of ICD-10 codes in clinical documents has become a necessity. In this article, after a brief reminder of the existing work, we present a corpus of French clinical narratives annotated with the ICD-10 codes. Then, we propose automa...
Electronic Health Records Narration Neural Networks, Computer International Classification of Diseases Clinical Coding Supervised Machine Learning
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Parallel Sentence Alignment from Biomedical Comparable Corpora.

Studies in health technology and informatics Jun 16, 2020
Parallel sentences provide semantically similar information which can vary on a given dimension, such as language or register. Parallel sentences with register variation (like expert and non-expert documents) can be exploited for the automatic text s...
Comprehension Natural Language Processing Language Unified Medical Language System Semantics
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Negation Detection for Clinical Text Mining in Russian.

Studies in health technology and informatics Jun 16, 2020
Developing predictive modeling in medicine requires additional features from unstructured clinical texts. In Russia, there are no instruments for natural language processing to cope with problems of medical records. This paper is devoted to a module ...
Machine Learning Electronic Health Records Data Mining Russia Natural Language Processing Language
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