AIMC Journal:
International journal of medical informatics

Showing 171 to 180 of 372 articles

NAIF: A novel artificial intelligence-based tool for accurate diagnosis of stage F3/F4 liver fibrosis in the general adult population, validated with three external datasets.

International journal of medical informatics Feb 10, 2024
OBJECTIVE: The purpose of this study was to determine the effectiveness of a new AI-based tool called NAIF (NAFLD-AI-Fibrosis) in identifying individuals from the general population with advanced liver fibrosis (stage F3/F4). We compared NAIF's perfo...
Platelet Count Artificial Intelligence Adult Humans Liver Cirrhosis Nutrition Surveys
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Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study.

International journal of medical informatics Feb 4, 2024
BACKGROUND: Neonatal sepsis is responsible for significant morbidity and mortality worldwide. Its accurate and timely diagnosis is hindered by vague symptoms and the urgent necessity for early antibiotic intervention. The gold standard for diagnosing...
Algorithms Prospective Studies Humans Sepsis Neonatal Sepsis Infant, Newborn Deep Learning
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Development and validation of a multimodal model in predicting severe acute pancreatitis based on radiomics and deep learning.

International journal of medical informatics Jan 20, 2024
OBJECTIVE: Aim to establish a multimodal model for predicting severe acute pancreatitis (SAP) using machine learning (ML) and deep learning (DL).
Acute Disease Pancreatitis Radiomics Humans Deep Learning Retrospective Studies
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Application of a human-centered design for embedded machine learning model to develop data labeling software with nurses: Human-to-Artificial Intelligence (H2AI).

International journal of medical informatics Jan 6, 2024
BACKGROUND: Nurses are essential for assessing and managing acute pain in hospitalized patients, especially those who are unable to self-report pain. Given their role and subject matter expertise (SME), nurses are also essential for the design and de...
Artificial Intelligence Machine Learning Humans Pain Software Reproducibility of Results
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An artificial intelligence approach to predict infants' health status at birth.

International journal of medical informatics Jan 5, 2024
BACKGROUND: Machine learning could be used for prognosis/diagnosis of maternal and neonates' diseases by analyzing the data sets and profiles obtained from a pregnant mother.
Infant, Newborn Health Status Pregnancy Female Bayes Theorem Humans Artificial Intelligence Machine Learning Algorithms
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Machine and deep learning methods for clinical outcome prediction based on physiological data of COVID-19 patients: a scoping review.

International journal of medical informatics Dec 5, 2023
INTRODUCTION: Since the beginning of the COVID-19 pandemic, numerous machine and deep learning (MDL) methods have been proposed in the literature to analyze patient physiological data. The objective of this review is to summarize various aspects of t...
SARS-CoV-2 Deep Learning Humans Pandemics Artificial Intelligence COVID-19
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Can natural language processing be effectively applied for audit data analysis in gynaecological oncology at a UK cancer centre?

International journal of medical informatics Dec 2, 2023
BACKGROUND: The British Gynaecological Cancer Society (BGCS) has highlighted the disparity of ovarian cancer outcomes in the UK compared to other European countries. Therefore, cancer quality assurance audits and subspecialty training are important i...
Humans Retrospective Studies United Kingdom Medical Audit Natural Language Processing Female Data Collection Ovarian Neoplasms
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Shaping the future of chronic disease management: Insights into patient needs for AI-based homecare systems.

International journal of medical informatics Nov 20, 2023
BACKGROUND: The rising demand for healthcare resources, especially in chronic disease management, has elevated the importance of Artificial Intelligence (AI) in healthcare. While AI-based homecare systems are being developed, the perspectives of chro...
Cluster Analysis Artificial Intelligence Government Humans Health Facilities Communication
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HeNeCOn: An ontology for integrative research in Head and Neck cancer.

International journal of medical informatics Nov 8, 2023
BACKGROUND: Head and Neck Cancer (HNC) has a high incidence and prevalence in the worldwide population. The broad terminology associated with these diseases and their multimodality treatments generates large amounts of heterogeneous clinical data, wh...
Semantics Biological Ontologies Head and Neck Neoplasms Information Storage and Retrieval Humans
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Influence on the accuracy in ChatGPT: Differences in the amount of information per medical field.

International journal of medical informatics Nov 3, 2023
OBJECTIVES: Although ChatGPT was not developed for medical use, there is growing interest in its use in medical fields. Understanding its capabilities and precautions for its use in the medical field is an urgent matter. We hypothesized that differen...
Risk Factors Data Accuracy Humans Artificial Intelligence
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