AIMC Topic: Severity of Illness Index

Clear Filters Showing 461 to 470 of 837 articles

Machine learning for the detection of early immunological markers as predictors of multi-organ dysfunction.

Scientific data Dec 19, 2019
The immune response to major trauma has been analysed mainly within post-hospital admission settings where the inflammatory response is already underway and the early drivers of clinical outcome cannot be readily determined. Thus, there is a need to ...
Neutrophils Multiple Organ Failure Area Under Curve Antigens, CD Probability Survival Analysis Datasets as Topic Linear Models Humans Machine Learning Biomarkers Severity of Illness Index Monocytes
View on PubMed DOI

Enhanced Diagnosis of Severe Aortic Stenosis Using Artificial Intelligence: A Proof-of-Concept Study of 530,871 Echocardiograms.

JACC. Cardiovascular imaging Dec 18, 2019
Aortic Valve Stenosis Aortic Valve Predictive Value of Tests Image Interpretation, Computer-Assisted Proof of Concept Study Female Ventricular Function, Left Aged Echocardiography Aged, 80 and over Middle Aged Adult Severity of Illness Index Male Humans Hemodynamics Artificial Intelligence Diagnosis, Computer-Assisted Databases, Factual Prognosis
View on PubMed DOI

Right Dose Right Now: bedside data-driven personalized antibiotic dosing in severe sepsis and septic shock - rationale and design of a multicenter randomized controlled superiority trial.

Trials Dec 18, 2019
BACKGROUND: Antibiotic exposure is often inadequate in critically ill patients with severe sepsis or septic shock and this is associated with worse outcomes. Despite markedly altered and rapidly changing pharmacokinetics in these patients, guidelines...
Severity of Illness Index Big Data Shock, Septic Treatment Outcome Dose-Response Relationship, Drug Multicenter Studies as Topic Anti-Bacterial Agents Intensive Care Units Female Adult Male Randomized Controlled Trials as Topic Drug Monitoring Netherlands Kaplan-Meier Estimate Equivalence Trials as Topic Humans Artificial Intelligence Research Design
View on PubMed DOI

Macrolide combination therapy for patients hospitalised with community-acquired pneumonia? An individualised approach supported by machine learning.

The European respiratory journal Dec 12, 2019
BACKGROUND: The role of macrolide/β-lactam combination therapy in community-acquired pneumonia (CAP) of moderate severity is a matter of debate. Macrolides expand the coverage to atypical pathogens and attenuate pulmonary inflammation, but have been ...
Prospective Studies Female Hospitalization Aged Aged, 80 and over Adult Humans Machine Learning Anti-Bacterial Agents Drug Therapy, Combination Propensity Score Macrolides Pneumonia, Bacterial Community-Acquired Infections beta-Lactams Male Middle Aged Severity of Illness Index Treatment Outcome Europe
View on PubMed DOI

Decoding rumination: A machine learning approach to a transdiagnostic sample of outpatients with anxiety, mood and psychotic disorders.

Journal of psychiatric research Dec 7, 2019
OBJECTIVE: To employ machine learning algorithms to examine patterns of rumination from RDoC perspective and to determine which variables predict high levels of maladaptive rumination across a transdiagnostic sample.
Humans Cytokines Female Adult Male Middle Aged Anxiety Disorders Severity of Illness Index Adaptation, Psychological Models, Theoretical Rumination, Cognitive Support Vector Machine Psychotic Disorders Mood Disorders Social Class
View on PubMed DOI

Machine learning distilled metabolite biomarkers for early stage renal injury.

Metabolomics : Official journal of the Metabolomic Society Dec 5, 2019
INTRODUCTION: With chronic kidney disease (CKD), kidney becomes damaged overtime and fails to clean blood. Around 15% of US adults have CKD and nine in ten adults with CKD do not know they have it.
Humans Machine Learning Biomarkers Female Aged Adult Glomerular Filtration Rate Male Mass Spectrometry Middle Aged Creatinine Severity of Illness Index Chromatography, High Pressure Liquid Case-Control Studies Renal Insufficiency, Chronic
View on PubMed DOI

Deep learning enables pathologist-like scoring of NASH models.

Scientific reports Dec 5, 2019
Non-alcoholic fatty liver disease (NAFLD) and the progressive form of non-alcoholic steatohepatitis (NASH) are diseases of major importance with a high unmet medical need. Efficacy studies on novel compounds to treat NAFLD/NASH using disease models a...
Microscopy Datasets as Topic Animals Severity of Illness Index Deep Learning Humans Image Processing, Computer-Assisted Mice Rats Disease Models, Animal Liver Biopsy Feasibility Studies Non-alcoholic Fatty Liver Disease
View on PubMed DOI

Evaluation of a Deep Learning-Based Automated CT Coronary Artery Calcium Scoring Algorithm.

JACC. Cardiovascular imaging Nov 13, 2019
Coronary Angiography Humans Retrospective Studies Radiographic Image Interpretation, Computer-Assisted Software Severity of Illness Index Computed Tomography Angiography Female Coronary Artery Disease Diagnosis, Computer-Assisted Cardiac-Gated Imaging Techniques Reproducibility of Results Automation Deep Learning Aged Coronary Vessels Electrocardiography Male Vascular Calcification Predictive Value of Tests Middle Aged
View on PubMed DOI

Machine Learning for Pretest Probability of Obstructive Coronary Stenosis in Symptomatic Patients.

JACC. Cardiovascular imaging Nov 13, 2019
Coronary Artery Disease Humans Middle Aged Computed Tomography Angiography Machine Learning Severity of Illness Index Coronary Stenosis Female Diagnosis, Computer-Assisted Reproducibility of Results Predictive Value of Tests Male Coronary Angiography
View on PubMed DOI

Machine Learning to Predict Anti-Tumor Necrosis Factor Drug Responses of Rheumatoid Arthritis Patients by Integrating Clinical and Genetic Markers.

Arthritis & rheumatology (Hoboken, N.J.) Nov 4, 2019
OBJECTIVE: Accurate prediction of treatment responses in rheumatoid arthritis (RA) patients can provide valuable information on effective drug selection. Anti-tumor necrosis factor (anti-TNF) drugs are an important second-line treatment after methotr...
Normal Distribution Etanercept Certolizumab Pegol Genetic Markers Female Methotrexate Humans Reproducibility of Results Adalimumab Machine Learning Male Outcome Assessment, Health Care Tumor Necrosis Factor-alpha Middle Aged Antirheumatic Agents Polymorphism, Single Nucleotide Severity of Illness Index Treatment Outcome Arthritis, Rheumatoid Regression Analysis Predictive Value of Tests Infliximab
View on PubMed DOI
Popular Topics
Recent Journals