AIMC Topic: Risk Assessment

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Overlooked Benefits, Risks, and Assumptions of AI Integration in Pediatric Care.

JAMA pediatrics Sep 1, 2024
Artificial Intelligence Risk Assessment Child Pediatrics Humans
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Overlooked Benefits, Risks, and Assumptions of AI Integration in Pediatric Care-Reply.

JAMA pediatrics Sep 1, 2024
Pediatrics Risk Assessment Child Humans Artificial Intelligence
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Accelerated Chest Pain Treatment With Artificial Intelligence-Informed, Risk-Driven Triage.

JAMA internal medicine Sep 1, 2024
Humans Artificial Intelligence Middle Aged Risk Assessment Triage Female Aged Male Chest Pain
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A machine learning-based prediction model for gout in hyperuricemics: a nationwide cohort study.

Rheumatology (Oxford, England) Sep 1, 2024
OBJECTIVE: To develop a machine learning-based prediction model for identifying hyperuricemic participants at risk of developing gout.
Aged Adult Uric Acid Male Israel Middle Aged Gout Risk Assessment ROC Curve Cohort Studies Hyperuricemia Machine Learning Retrospective Studies Humans Female
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Clinical risk prediction using language models: benefits and considerations.

Journal of the American Medical Informatics Association : JAMIA Sep 1, 2024
OBJECTIVE: The use of electronic health records (EHRs) for clinical risk prediction is on the rise. However, in many practical settings, the limited availability of task-specific EHR data can restrict the application of standard machine learning pipe...
Risk Assessment Humans ROC Curve Machine Learning Natural Language Processing Electronic Health Records
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Machine learning-driven risk assessment of coronary heart disease: Analysis of NHANES data from 1999 to 2018.

Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences Aug 28, 2024
OBJECTIVES: The high incidence of coronary artery heart disease (CHD) poses a significant burden and challenge to public health systems globally. Effective prevention and early diagnosis of CHD have become key strategies to alleviate this burden. Thi...
Algorithms Humans Aged Risk Assessment Nutrition Surveys Coronary Artery Disease Machine Learning Male Female United States Coronary Disease Middle Aged Risk Factors
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Evaluation of Machine Learning Algorithms for Pressure Injury Risk Assessment in a Hospital with Limited IT Resources.

Studies in health technology and informatics Aug 22, 2024
Clinical decision support systems for Nursing Process (NP-CDSSs) help resolve a critical challenge in nursing decision-making through automating the Nursing Process. NP-CDSSs are more effective when they are linked to Electronic Medical Record (EMR) ...
Humans Machine Learning Algorithms Pressure Ulcer Electronic Health Records Nursing Assessment Risk Assessment Decision Support Systems, Clinical
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A Vision on User-Centered Implementation and Evaluation of Explainable AI for Predicting Hospital-Onset Bacteremia.

Studies in health technology and informatics Aug 22, 2024
In recent years, artificial intelligence (AI) has gained momentum in many fields of daily live. In healthcare, AI can be used for diagnosing or predicting illnesses. However, explainable AI (XAI) is needed to ensure that users understand how the algo...
Cross Infection Algorithms Humans Risk Assessment Artificial Intelligence Bacteremia Machine Learning
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Machine Learning to Predict the Risk of Malnutrition in Hospitalized Patients with Pneumonia and Analysis of Related Prognostic Factor.

Studies in health technology and informatics Aug 22, 2024
This study explored machine learning's potential in predicting the nutritional status and outcomes for pneumonia patients. It focused on 4,368 patients in a Taiwan medical center from Jan 2016 to Feb 2022, excluding ICU cases. The average age was 77....
Taiwan Pneumonia Malnutrition Male Aged Prognosis Humans Risk Assessment Female Aged, 80 and over Machine Learning Length of Stay Hospitalization
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Sensor-Based Fuzzy Inference of COVID-19 Transmission Risk in Cruise Ships.

Studies in health technology and informatics Aug 22, 2024
Cruise ships are densely populated ecosystems where infectious diseases can spread rapidly. Hence, early detection of infected individuals and risk assessment (RA) of the disease transmissibility are critical. Recent studies have investigated the lon...
Fuzzy Logic Ships SARS-CoV-2 Risk Assessment Humans Pandemics COVID-19
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