AIMC Topic: Severity of Illness Index

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Constructive Fuzzy Cognitive Map for Depression Severity Estimation.

Studies in health technology and informatics May 25, 2022
Depression is a common and serious medical disorder that negatively affects the mood and the emotions of people, especially adolescents. In this paper, a novel framework for automatically creating Fuzzy Cognitive Maps (FCMs) is proposed. It is applie...
Humans Algorithms Cognition Fuzzy Logic Electroencephalography Severity of Illness Index Depression Adolescent
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Development of the AI-Cirrhosis-ECG Score: An Electrocardiogram-Based Deep Learning Model in Cirrhosis.

The American journal of gastroenterology Mar 1, 2022
INTRODUCTION: Cirrhosis is associated with cardiac dysfunction and distinct electrocardiogram (ECG) abnormalities. This study aimed to develop a proof-of-concept deep learning-based artificial intelligence (AI) model that could detect cirrhosis-relat...
Humans End Stage Liver Disease Artificial Intelligence Deep Learning Severity of Illness Index Liver Cirrhosis Electrocardiography
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The diagnostic performance of deep-learning-based CT severity score to identify COVID-19 pneumonia.

The British journal of radiology Jan 1, 2022
OBJECTIVE: To determine the diagnostic accuracy of a deep-learning (DL)-based algorithm using chest computed tomography (CT) scans for the rapid diagnosis of coronavirus disease 2019 (COVID-19), as compared to the reference standard reverse-transcrip...
Adult Sensitivity and Specificity Male Severity of Illness Index Deep Learning Humans Image Processing, Computer-Assisted False Negative Reactions Female False Positive Reactions Reproducibility of Results COVID-19 Radiography, Thoracic Aged Retrospective Studies Tomography, X-Ray Computed
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Physiological Assessment of Delirium Severity: The Electroencephalographic Confusion Assessment Method Severity Score (E-CAM-S).

Critical care medicine Jan 1, 2022
OBJECTIVES: Delirium is a common and frequently underdiagnosed complication in acutely hospitalized patients, and its severity is associated with worse clinical outcomes. We propose a physiologically based method to quantify delirium severity as a to...
Electroencephalography Patient Acuity Delirium Academic Medical Centers Confusion Length of Stay Hospital Mortality Image Processing, Computer-Assisted Hospitals Comorbidity Severity of Illness Index Retrospective Studies Female Aged Adult Male Middle Aged Humans Machine Learning Prognosis
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The human-AI scoring system: A new method for CT-based assessment of COVID-19 severity.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2022
BACKGROUND: Chest computed tomography (CT) plays an important role in the diagnosis and assessment of coronavirus disease 2019 (COVID-19).
SARS-CoV-2 Severity of Illness Index Thorax Artificial Intelligence COVID-19 Tomography, X-Ray Computed Humans
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EVALUATION OF ARTIFICIAL INTELLIGENCE-BASED QUANTITATIVE ANALYSIS TO IDENTIFY CLINICALLY SIGNIFICANT SEVERE RETINOPATHY OF PREMATURITY.

Retina (Philadelphia, Pa.) Jan 1, 2022
PURPOSE: To evaluate the screening potential of a deep learning algorithm-derived severity score by determining its ability to detect clinically significant severe retinopathy of prematurity (ROP).
Retrospective Studies Female Infant, Newborn Humans Artificial Intelligence Algorithms Gestational Age Ophthalmoscopy Retinopathy of Prematurity ROC Curve Follow-Up Studies Retina Male Severity of Illness Index Deep Learning
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Single-Examination Risk Prediction of Severe Retinopathy of Prematurity.

Pediatrics Dec 1, 2021
BACKGROUND AND OBJECTIVES: Retinopathy of prematurity (ROP) is a leading cause of childhood blindness. Screening and treatment reduces this risk, but requires multiple examinations of infants, most of whom will not develop severe disease. Previous wo...
Risk Retinopathy of Prematurity Predictive Value of Tests Sensitivity and Specificity Area Under Curve Fundus Oculi Humans Severity of Illness Index Birth Weight Early Diagnosis Logistic Models Artificial Intelligence Gestational Age Infant, Newborn
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Response to the Comment on "Situating Artificial Intelligence in Surgery: A Focus on Disease Severity".

Annals of surgery Dec 1, 2021
Artificial Intelligence Severity of Illness Index Humans
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Comment on "Situating Artificial Intelligence in Surgery: A Focus on Disease Severity".

Annals of surgery Dec 1, 2021
Humans Artificial Intelligence Severity of Illness Index
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Response to the Comments on "Situating Artificial Intelligence in Surgery, a Focus on Disease Severity".

Annals of surgery Dec 1, 2021
Artificial Intelligence Severity of Illness Index Humans
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