AIMC Topic: Severity of Illness Index

Clear Filters Showing 291 to 300 of 837 articles

Deep learning and the future of the Model for End-Stage Liver Disease-sodium score.

Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society May 4, 2022
Deep Learning Liver Transplantation Sodium End Stage Liver Disease Humans Prognosis Severity of Illness Index
View on PubMed DOI

Impact of Age and Sex on COVID-19 Severity Assessed From Radiologic and Clinical Findings.

Frontiers in cellular and infection microbiology Feb 25, 2022
BACKGROUND: Data on the epidemiological characteristics and clinical features of COVID-19 in patients of different ages and sex are limited. Existing studies have mainly focused on the pediatric and elderly population.
COVID-19 Female SARS-CoV-2 Risk Factors Child Aged Humans Sexual Behavior Young Adult Adult Male Middle Aged Severity of Illness Index
View on PubMed DOI

Impact of Clinical and Genomic Factors on COVID-19 Disease Severity.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 21, 2022
To date, there have been 180 million confirmed cases of COVID-19, with more than 3.8 million deaths, reported to WHO worldwide. In this paper we address the problem of understanding the host genome's influence, in concert with clinical variables, on ...
SARS-CoV-2 Humans Severity of Illness Index Machine Learning Genomics COVID-19
View on PubMed

A multimodal deep learning system to distinguish late stages of AMD and to compare expert vs. AI ocular biomarkers.

Scientific reports Feb 16, 2022
Within the next 1.5 decades, 1 in 7 U.S. adults is anticipated to suffer from age-related macular degeneration (AMD), a degenerative retinal disease which leads to blindness if untreated. Optical coherence tomography angiography (OCTA) has become a p...
Risk Expert Testimony Choroidal Neovascularization Severity of Illness Index Deep Learning ROC Curve Diagnosis, Differential Predictive Value of Tests Tomography, Optical Coherence Macular Degeneration Humans Neural Networks, Computer Biomarkers
View on PubMed DOI

Early heart rate variability evaluation enables to predict ICU patients' outcome.

Scientific reports Feb 15, 2022
Heart rate variability (HRV) is a mean to evaluate cardiac effects of autonomic nervous system activity, and a relation between HRV and outcome has been proposed in various types of patients. We attempted to evaluate the best determinants of such var...
Humans Neural Networks, Computer Machine Learning Prospective Studies Aged Male Middle Aged Respiration, Artificial Prognosis Intensive Care Units Female Patient Admission Electrocardiography Oxygen Saturation Heart Rate Respiratory Function Tests Severity of Illness Index Length of Stay Hospital Mortality
View on PubMed DOI

Diagnostic performance of deep learning and computational fluid dynamics-based instantaneous wave-free ratio derived from computed tomography angiography.

BMC cardiovascular disorders Feb 5, 2022
BACKGROUND AND OBJECTIVES: Both fractional flow reserve (FFR) and instantaneous wave-free ratio (iFR) are widely used to evaluate ischemia-causing coronary lesions. A new method of CT-iFR, namely AccuiFRct, for calculating iFR based on deep learning ...
Coronary Vessels Humans Hydrodynamics Retrospective Studies Computed Tomography Angiography Female Coronary Stenosis Aged Fractional Flow Reserve, Myocardial Deep Learning Male Predictive Value of Tests Severity of Illness Index Coronary Angiography
View on PubMed DOI

Hybrid feature selection-based machine learning Classification system for the prediction of injury severity in single and multiple-vehicle accidents.

PloS one Feb 2, 2022
To undertake a reliable analysis of injury severity in road traffic accidents, a complete understanding of important attributes is essential. As a result of the shift from traditional statistical parametric procedures to computer-aided methods, machi...
Pakistan Wounds and Injuries Logistic Models Area Under Curve Bayes Theorem Humans Accidents, Traffic Machine Learning Severity of Illness Index ROC Curve
View on PubMed DOI

Machine learning for emerging infectious disease field responses.

Scientific reports Jan 10, 2022
Emerging infectious diseases (EIDs), including the latest COVID-19 pandemic, have emerged and raised global public health crises in recent decades. Without existing protective immunity, an EID may spread rapidly and cause mass casualties in a very sh...
Humans Machine Learning Pandemics International Classification of Diseases Severity of Illness Index COVID-19 Preventive Medicine Hospital Mortality SARS-CoV-2 Communicable Diseases, Emerging Logistic Models Risk Factors Models, Theoretical Hospitalization Public Health
View on PubMed DOI

A 12-hospital prospective evaluation of a clinical decision support prognostic algorithm based on logistic regression as a form of machine learning to facilitate decision making for patients with suspected COVID-19.

PloS one Jan 5, 2022
OBJECTIVE: To prospectively evaluate a logistic regression-based machine learning (ML) prognostic algorithm implemented in real-time as a clinical decision support (CDS) system for symptomatic persons under investigation (PUI) for Coronavirus disease...
Emergency Service, Hospital Decision Support Systems, Clinical Logistic Models Triage Humans Machine Learning COVID-19 Severity of Illness Index ROC Curve
View on PubMed DOI

Machine Learning Models Prognosticate Functional Outcomes Better than Clinical Scores in Spontaneous Intracerebral Haemorrhage.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Dec 10, 2021
OBJECTIVE: This study aims to develop and compare the use of deep neural networks (DNN) and support vector machines (SVM) to clinical prognostic scores for prognosticating 30-day mortality and 90-day poor functional outcome (PFO) in spontaneous intra...
Humans Neural Networks, Computer Reproducibility of Results Severity of Illness Index Machine Learning Cerebral Hemorrhage Prognosis Retrospective Studies
View on PubMed DOI
Popular Topics
Recent Journals