AIMC Topic: Nursing Diagnosis
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Enhancing Chronic Pain Nursing Diagnosis Through Machine Learning: A Performance Evaluation.
Computers, informatics, nursing : CIN
May 1, 2025
This study proposes an evaluation of the efficacy of machine learning algorithms in classifying chronic pain based on Italian nursing notes, contributing to the integration of artificial intelligence tools in healthcare within an Italian linguistic c...
The ChatGPT effect and transforming nursing education with generative AI: Discussion paper.
Nurse education in practice
Jan 10, 2024
AIM: The aim of this study is to present the possibilities of nurse education in the use of the Chat Generative Pre-training Transformer (ChatGPT) tool to support the documentation process.
The role of artificial intelligence in enhancing clinical nursing care: A scoping review.
Journal of nursing management
Aug 13, 2021
AIM: To present an overview of how artificial intelligence has been used to improve clinical nursing care.
Menopausal Women's Health Care Method Based on Computer Nursing Diagnosis Intelligent System.
Journal of healthcare engineering
Jul 24, 2021
Taking into account the current feature extraction speed and recognition effect of intelligent diagnosis of menopausal women's health care behavior, this paper proposes to use a cross-layer convolutional neural network to extract behavior features au...
Construction and Validation of Artificial Neural Network Model Suggesting Nursing Diagnosis: A Proof-of-Concept Study.
Computers, informatics, nursing : CIN
Jun 1, 2025
There are challenges involving human resource management, as the selection and evaluation processes for nursing diagnostic labels are time-consuming, resulting in an excessive workload. This, in turn, can lead to insufficient attention being given to...
Delirium Identification from Nursing Reports Using Large Language Models.
Studies in health technology and informatics
May 15, 2025
This study investigates large language models for delirium detection from nursing reports, comparing keyword matching, prompting, and finetuning. Using a manually labelled dataset from the University Hospital Freiburg, Germany, we tested Llama3 and P...
Development of a Nursing Diagnosis/Record Generative AI System Based on Virtual Patient Data.
Studies in health technology and informatics
Jul 24, 2024
This study investigates how to reduce nurses' repetitive electronic nursing record tasks. We applied generative AI by learning nursing record data practiced with virtual patient data. We aim to evaluate generative AI's usefulness, usability, and avai...
Applying artificial intelligence technology to support decision-making in nursing: A case study in Taiwan.
Health informatics journal
Jun 1, 2015
This study applied artificial intelligence to help nurses address problems and receive instructions through information technology. Nurses make diagnoses according to professional knowledge, clinical experience, and even instinct. Without comprehensi...
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