AIMC Journal:
International journal of medical informatics

Showing 191 to 200 of 372 articles

Deep learning-based prediction model for diagnosing gastrointestinal diseases using endoscopy images.

International journal of medical informatics Jul 5, 2023
BACKGROUND: Gastrointestinal (GI) infections are quite common today around the world. Colonoscopy or wireless capsule endoscopy (WCE) are noninvasive methods for examining the whole GI tract for abnormalities. Nevertheless, it requires a great deal o...
Artificial Intelligence Endoscopy Humans Gastrointestinal Diseases Esophagitis Deep Learning Colitis, Ulcerative
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Generalizability and portability of natural language processing system to extract individual social risk factors.

International journal of medical informatics Jun 5, 2023
OBJECTIVE: The objective of this study is to validate and report on portability and generalizability of a Natural Language Processing (NLP) method to extract individual social factors from clinical notes, which was originally developed at a different...
Humans Algorithms Health Facilities Electronic Health Records Natural Language Processing
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Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review.

International journal of medical informatics Jun 5, 2023
BACKGROUND: Natural Language Processing (NLP) applications have developed over the past years in various fields including its application to clinical free text for named entity recognition and relation extraction. However, there has been rapid develo...
Information Storage and Retrieval Machine Learning Language Natural Language Processing PubMed Humans
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Artificial intelligence, big data and heart transplantation: Actualities.

International journal of medical informatics May 25, 2023
BACKGROUND: As diagnostic and prognostic models developed by traditional statistics perform poorly in real-world, artificial intelligence (AI) and Big Data (BD) may improve the supply chain of heart transplantation (HTx), allocation opportunities, co...
Humans Artificial Intelligence Big Data Prognosis Heart Transplantation Retrospective Studies
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Increasing clinical medical service satisfaction: An investigation into the impacts of Physicians' use of clinical decision-making support AI on patients' service satisfaction.

International journal of medical informatics May 21, 2023
BACKGROUND: The medical industry is one of the key industries for the application of artificial intelligence (AI). Although it is believed that the combination of CDSS and physicians could improve the medical service, there are still many concerns ab...
Personal Satisfaction Humans Patient Satisfaction Artificial Intelligence Physicians Clinical Decision-Making
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Combining deep learning and machine learning for the automatic identification of hip prosthesis failure: Development, validation and explainability analysis.

International journal of medical informatics May 18, 2023
AIM: Revision hip arthroplasty has a less favorable outcome than primary total hip arthroplasty and an understanding of the timing of total hip arthroplasty failure may be helpful. The aim of this study is to develop a combined deep learning (DL) and...
Deep Learning Arthroplasty, Replacement, Hip Prosthesis Failure Hip Prosthesis Humans Machine Learning
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Prediction of disease comorbidity using explainable artificial intelligence and machine learning techniques: A systematic review.

International journal of medical informatics May 4, 2023
OBJECTIVE: Disease comorbidity is a major challenge in healthcare affecting the patient's quality of life and costs. AI-based prediction of comorbidities can overcome this issue by improving precision medicine and providing holistic care. The objecti...
Machine Learning Quality of Life Humans Artificial Intelligence Comorbidity Eligibility Determination
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Increasing acceptance of medical AI: The role of medical staff participation in AI development.

International journal of medical informatics Apr 25, 2023
BACKGROUND: Medical artificial intelligence (AI) in varying degrees has exerted significant influence on many medical fields, especially in the midst of the COVID-19 pandemic. However, little is known regarding how to address the reluctance of medica...
Medical Staff Work Engagement Pandemics COVID-19 Humans Artificial Intelligence
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Can deep learning on retinal images augment known risk factors for cardiovascular disease prediction in diabetes? A prospective cohort study from the national screening programme in Scotland.

International journal of medical informatics Apr 18, 2023
AIMS: This study's objective was to evaluate whether deep learning (DL) on retinal photographs from a diabetic retinopathy screening programme improve prediction of incident cardiovascular disease (CVD).
Cardiovascular Diseases Deep Learning Humans Prospective Studies Diabetes Mellitus, Type 2 Heart Disease Risk Factors Risk Factors Diabetes Mellitus, Type 1 Scotland
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Deep learning for pancreatic diseases based on endoscopic ultrasound: A systematic review.

International journal of medical informatics Mar 18, 2023
BACKGROUND AND AIMS: Endoscopic ultrasonography (EUS) is one of the main examinations in pancreatic diseases. A series of the studies reported the application of deep learning (DL)-assisted EUS in the diagnosis of pancreatic diseases. This systematic...
Neural Networks, Computer Deep Learning Algorithms Humans Pancreatic Diseases Endosonography
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