AIMC Journal:
Studies in health technology and informatics

Showing 191 to 200 of 1224 articles

Optimizing Data Extraction: Harnessing RAG and LLMs for German Medical Documents.

Studies in health technology and informatics Aug 22, 2024
In the field of medical data analysis, converting unstructured text documents into a structured format suitable for further use is a significant challenge. This study introduces an automated local deployed data privacy secure pipeline that uses open-...
Natural Language Processing Information Storage and Retrieval Data Mining Computer Security Humans Germany Electronic Health Records
View on PubMed DOI

Unveiling Medical Insights: Advanced Topic Extraction from Scientific Articles.

Studies in health technology and informatics Aug 22, 2024
In the ever-evolving landscape of medical research and healthcare, the abundance of scientific articles presents both a treasure trove of knowledge and a daunting challenge. Researchers, clinicians, and data scientists grapple with vast amounts of un...
Biomedical Research Natural Language Processing Female Breast Neoplasms Periodicals as Topic Humans Data Mining Algorithms
View on PubMed DOI

Bridging Gaps with Generative AI: Enhancing Hypertension Monitoring Through Patient and Provider Insights.

Studies in health technology and informatics Aug 22, 2024
This study introduces a Generative Artificial Intelligence (GenAI) assistant designed to address key challenges in Remote Patient Monitoring (RPM) for hypertension. After a comprehensive needs assessment from clinicians and patients, we identified pi...
Monitoring, Physiologic Natural Language Processing Telemedicine Humans Evidence Gaps Health Knowledge, Attitudes, Practice Stakeholder Participation Patient Participation Digital Health Physician-Patient Relations Reproducibility of Results Needs Assessment Physicians Hypertension Surveys and Questionnaires
View on PubMed DOI

A Comprehensive Natural Language Processing Pipeline for the Chronic Lupus Disease.

Studies in health technology and informatics Aug 22, 2024
Electronic Health Records (EHRs) contain a wealth of unstructured patient data, making it challenging for physicians to do informed decisions. In this paper, we introduce a Natural Language Processing (NLP) approach for the extraction of therapies, d...
Electronic Health Records Chronic Disease Lupus Erythematosus, Systemic Data Mining Natural Language Processing Humans
View on PubMed DOI

Exploring Offline Large Language Models for Clinical Information Extraction: A Study of Renal Histopathological Reports of Lupus Nephritis Patients.

Studies in health technology and informatics Aug 22, 2024
Open source, lightweight and offline generative large language models (LLMs) hold promise for clinical information extraction due to their suitability to operate in secured environments using commodity hardware without token cost. By creating a simpl...
Data Mining Information Storage and Retrieval Natural Language Processing Lupus Nephritis Humans Electronic Health Records
View on PubMed DOI

Stratification of Heart Sounds Morphology Through Unsupervised Learning.

Studies in health technology and informatics Aug 22, 2024
The use of heart sounds for the assessment of the hemodynamic condition of the heart in telemonitoring applications is object of wide research at date. Many different approaches have been tried out for the analysis of the first (S1) and second (S2) h...
Heart Sounds Phonocardiography Unsupervised Machine Learning Signal Processing, Computer-Assisted Humans
View on PubMed DOI

Optimizing ICU Care: Machine Learning and PCA for Early Prediction of Renal Replacement Therapy Requirement.

Studies in health technology and informatics Aug 22, 2024
Forecasting the need for Renal Replacement Therapy (RRT) in intensive care units (ICUs) at an early stage can enhance patient outcomes and optimize resource allocation. The study aimed to develop a model for early prediction of Renal Replacement Ther...
Humans Machine Learning Male Principal Component Analysis Critical Care Renal Replacement Therapy Intensive Care Units
View on PubMed DOI

Generative AI Analysis of Topics from IMIA Historical Narratives in Medical Informatics.

Studies in health technology and informatics Aug 22, 2024
This describes a project that analyzes and compares the research topics in medical and health informatics emphasized by authors of autobiographical narratives contained in the online IMIA History eBook published in 2021, as the field advanced over th...
Medical Informatics History, 20th Century Autobiographies as Topic Societies, Medical Humans Narration Artificial Intelligence History, 21st Century
View on PubMed DOI

Design of a Digital Twin of the Heart for the Management of Heart Failure Patients.

Studies in health technology and informatics Aug 22, 2024
Heart failure poses a significant global health burden with high prevalence and mortality rates. A promising possibility in this context is the constant monitoring of the patients through telemedicine. The aim of this work is to present a digital twi...
Telemedicine Humans Machine Learning Heart Failure
View on PubMed DOI

Machine Learning upon RDF Knowledge Graphs for Drug Safety: A Case Study on Reactome Data.

Studies in health technology and informatics Aug 22, 2024
Artificial Intelligence (AI), particularly Machine Learning (ML), has gained attention for its potential in various domains. However, approaches integrating symbolic AI with ML on Knowledge Graphs have not gained significant focus yet. We argue that ...
Humans Machine Learning Drug-Related Side Effects and Adverse Reactions Semantics Adverse Drug Reaction Reporting Systems Databases, Factual Signal Transduction
View on PubMed DOI
Popular Topics
Popular Journals