AIMC Topic: Electronic Health Records

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Explainable Machine Learning Based Prediction of Severity of Heart Failure Using Primary Electronic Health Records.

Studies in health technology and informatics Aug 22, 2024
Heart Failure (HF) is a life-threatening condition. It affects more than 64 million people worldwide. Early diagnosis of HF is extremely crucial. In this study, we propose utilization of machine learning (ML) models to predict severity of HF from pri...
Severity of Illness Index Machine Learning Diagnosis, Computer-Assisted Electronic Health Records Bayes Theorem Heart Failure Humans
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Integrating Chatbot Functionality in a Patient Summary Based Healthcare System.

Studies in health technology and informatics Aug 22, 2024
The integration of chatbots in healthcare has gained attention due to their potential to enhance patient engagement and satisfaction. This paper presents a healthcare chatbot providing comprehensive access to patient summaries, aligned with the Europ...
Electronic Health Records Natural Language Processing Humans Systems Integration Patient Participation
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Comparing NER Approaches on French Clinical Text, with Easy-to-Reuse Pipelines.

Studies in health technology and informatics Aug 22, 2024
The task of Named Entity Recognition (NER) is central for leveraging the content of clinical texts in observational studies. Indeed, texts contain a large part of the information available in Electronic Health Records (EHRs). However, clinical texts ...
France Natural Language Processing Humans Electronic Health Records
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Unsupervised Extraction of Body-Text from Clinical PDF Documents.

Studies in health technology and informatics Aug 22, 2024
Automatic extraction of body-text within clinical PDF documents is necessary to enhance downstream NLP tasks but remains a challenge. This study presents an unsupervised algorithm designed to extract body-text leveraging large volume of data. Using D...
Algorithms Electronic Health Records Unsupervised Machine Learning Natural Language Processing Humans Data Mining
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Semantic Mapping of Named-Entities in openEHR Templates and Ad-hoc Generation of Compositions.

Studies in health technology and informatics Aug 22, 2024
Integration of free texts from reports written by physicians to an interoperable standard is important for improving patient-centric care and research in the medical domain. In the context of unstructured clinical data, NLP Information Extraction ser...
Natural Language Processing Information Storage and Retrieval Semantics Software Humans Electronic Health Records
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OntoBridge Versus Traditional ETL: Enhancing Data Standardization into CDM Formats Using Ontologies Within the DATOS-CAT Project.

Studies in health technology and informatics Aug 22, 2024
Common Data Models (CDMs) enhance data exchange and integration across diverse sources, preserving semantics and context. Transforming local data into CDMs is typically cumbersome and resource-intensive, with limited reusability. This article compare...
Semantics Biological Ontologies Electronic Health Records Information Storage and Retrieval Software Humans
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Methods and Algorithms of Ensuring Data Privacy in AI-Based Healthcare Systems and Technologies.

Studies in health technology and informatics Aug 22, 2024
This project seeks to devise novel algorithms and techniques leveraged in healthcare to guarantee data privacy in AI-powered systems. To bolster its credibility, the study review presents various modern approaches and technologies used to preserve da...
Electronic Health Records Confidentiality Digital Health Delivery of Health Care Computer Security Humans Artificial Intelligence
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Developing a Generative AI-Powered Chatbot for Analyzing MAUDE Database.

Studies in health technology and informatics Aug 22, 2024
This paper presents a chatbot that simplifies accessing and understanding the open-access records of adverse events related to medical devices in the MAUDE database. The chatbot is powered by generative AI technology, enabling count and search querie...
Artificial Intelligence Patient Safety Humans Electronic Health Records Databases, Factual Natural Language Processing
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Leveraging Clinical Data Treasures: Integration of an AI Platform into Clinical IT.

Studies in health technology and informatics Aug 22, 2024
In recent years, there has been a rapid growth in the use of AI in the clinical domain. In order to keep pace with this development, a framework should be created in which clinical AI models can be easily trained, managed and applied. In our study, w...
Humans Artificial Intelligence Electronic Health Records Medical Informatics Systems Integration
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Automatic Extraction of Medication Data from Semi-Structured Prescriptions.

Studies in health technology and informatics Aug 22, 2024
In many healthcare facilities, the prescription of drugs is done only in a semi-structured manner, using free-text fields where various information is often mixed. Therefore, automatic processing, especially for secondary use such as research purpose...
Electronic Health Records Natural Language Processing Humans Drug Prescriptions Electronic Prescribing Data Mining Germany
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