AIMC Topic: Electronic Health Records

Clear Filters Showing 1961 to 1970 of 2596 articles

Dementia Ontology Development to Facilitate Collection of High-Quality Dementia Data.

Studies in health technology and informatics Aug 22, 2024
The population of dementia patients is on the rise, as society undergoes rapid aging. This led to an expansion of dementia-related data. This study aims to develop a comprehensive dementia ontology to facilitate the collection and analysis of high-qu...
Dementia Humans Biological Ontologies Electronic Health Records
View on PubMed DOI

Assessment of Follow-Up for Pulmonary Nodules from Radiology Reports with Natural Language Processing.

Studies in health technology and informatics Aug 22, 2024
Radiology reports are an essential communication method for ensuring smooth workflow in healthcare. However, many of these reports are described in free text, and findings documented by radiologists may not be adequately addressed. In this study, foc...
Documentation Humans Radiology Information Systems Lung Neoplasms Electronic Health Records Natural Language Processing Solitary Pulmonary Nodule Data Mining
View on PubMed DOI

Improving the Quality of Unstructured Cancer Data Using Large Language Models: A German Oncological Case Study.

Studies in health technology and informatics Aug 22, 2024
With cancer being a leading cause of death globally, epidemiological and clinical cancer registration is paramount for enhancing oncological care and facilitating scientific research. However, the heterogeneous landscape of medical data presents sign...
Germany Electronic Health Records Data Accuracy Neoplasms Medical Oncology Natural Language Processing Humans Artificial Intelligence Registries
View on PubMed DOI

GPT-Based Model for Concise Summaries of Patient Health Information.

Studies in health technology and informatics Aug 22, 2024
Although Patient Health Records (PHRs) are vital tools for patients, enabling them to access and manage health information, it remains challenging for doctors and patients to gather a swift overview of a patient's health status based on the extensive...
Humans Electronic Health Records Natural Language Processing Health Records, Personal
View on PubMed DOI

Comparing Patient Perception and Physician's Records: Generative AI Performance Evaluation.

Studies in health technology and informatics Aug 22, 2024
Patient perception involves a patient's thoughts and beliefs regarding their health status. It is also associated with medical compliance and outcomes. However, discrepancies often arise between patient perception and physicians' documentation within...
Female Surveys and Questionnaires Natural Language Processing Physician-Patient Relations Artificial Intelligence Electronic Health Records Humans
View on PubMed DOI

Beyond Tokens: Fair Evaluation of French Large Language Models for Clinical Named Entity Recognition.

Studies in health technology and informatics Aug 22, 2024
Named Entity Recognition (NER) models based on Transformers have gained prominence for their impressive performance in various languages and domains. This work delves into the often-overlooked aspect of entity-level metrics and exposes significant di...
Natural Language Processing France Vocabulary, Controlled Language Neoplasms Humans Electronic Health Records
View on PubMed DOI

Automation of Trainable Datasets Generation for Medical-Specific Language Model: Using MIMIC-IV Discharge Notes.

Studies in health technology and informatics Aug 22, 2024
This study introduces a novel approach for generating machine-generated instruction datasets for fine-tuning medical-specialized language models using MIMIC-IV discharge records. The study created a large-scale text dataset comprising instructions, c...
Patient Discharge Patient Discharge Summaries Electronic Health Records Natural Language Processing Humans
View on PubMed DOI

A Concept for Integrating AI-Based Support Systems into Clinical Practice.

Studies in health technology and informatics Aug 22, 2024
The integration of artificial intelligence (AI) algorithms into clinical practice holds immense potential to improve patient care, but widespread adoption still faces significant challenges, including interoperability issues. We propose a concept for...
Algorithms Electronic Health Records Humans Artificial Intelligence Workflow Decision Support Systems, Clinical Systems Integration Ophthalmology
View on PubMed DOI

Secure Extraction of Personal Information from EHR by Federated Machine Learning.

Studies in health technology and informatics Aug 22, 2024
Secure extraction of Personally Identifiable Information (PII) from Electronic Health Records (EHRs) presents significant privacy and security challenges. This study explores the application of Federated Learning (FL) to overcome these challenges wit...
Computer Security Health Records, Personal France Humans Machine Learning Electronic Health Records Confidentiality
View on PubMed DOI

How Interoperability Can Enable Artificial Intelligence in Clinical Applications.

Studies in health technology and informatics Aug 22, 2024
This paper explores the critical role of Interoperability (IOP) in the integration of Artificial Intelligence (AI) for clinical applications. As AI gains prominence in medical analytics, its application in clinical practice faces challenges due to th...
Humans Health Information Interoperability Artificial Intelligence Systems Integration Electronic Health Records
View on PubMed DOI
Popular Topics
Recent Journals