AIMC Topic: Severity of Illness Index

Clear Filters Showing 721 to 730 of 851 articles

Predicting psoriasis severity using machine learning: a systematic review.

Clinical and experimental dermatology Feb 24, 2025
BACKGROUND: In dermatology, the applications of machine learning (ML), an artificial intelligence (AI) subset that enables machines to learn from experience, have progressed past the diagnosis and classification of skin lesions. A lack of systematic ...
Psoriasis Humans Machine Learning Biomarkers Severity of Illness Index
View on PubMed DOI

Machine learning algorithm approach to complete blood count can be used as early predictor of COVID-19 outcome.

Journal of leukocyte biology Feb 13, 2025
Although the SARS-CoV-2 infection has established risk groups, identifying biomarkers for disease outcomes is still crucial to stratify patient risk and enhance clinical management. Optimal efficacy of COVID-19 antiviral medications relies on early a...
Biomarkers Prognosis Female SARS-CoV-2 Machine Learning COVID-19 Algorithms Male Middle Aged Brazil Severity of Illness Index Hospitalization Aged Adult Humans ROC Curve Monocytes Blood Cell Count
View on PubMed DOI

Machine learning and metabolomics identify biomarkers associated with the disease extent of ulcerative colitis.

Journal of Crohn's & colitis Feb 4, 2025
BACKGROUND AND AIMS: Ulcerative colitis (UC) is a metabolism-related chronic intestinal inflammatory disease. Disease extent is a key parameter of UC. Using serum metabolic profiling to identify noninvasive biomarkers of disease extent may inform the...
Middle Aged Severity of Illness Index Case-Control Studies Metabolomics Colitis, Ulcerative Discriminant Analysis Biomarkers Female Adult Male Humans Machine Learning
View on PubMed DOI

Ulcerative Colitis Severity Classification and Localized Extent (UC-SCALE): An Artificial Intelligence Scoring System for a Spatial Assessment of Disease Severity in Ulcerative Colitis.

Journal of Crohn's & colitis Jan 11, 2025
BACKGROUND AND AIMS: Validated scoring methods such as the Mayo Clinic Endoscopic Subscore (MCES) evaluate ulcerative colitis (UC) severity at the worst colon segment, without considering disease extent. We present the Ulcerative Colitis Severity Cla...
Artificial Intelligence Algorithms Colon Humans Colitis, Ulcerative Female Colonoscopy Sigmoidoscopy Severity of Illness Index Antibodies, Monoclonal, Humanized
View on PubMed DOI

Artificial Intelligence-assisted Video Colonoscopy for Disease Monitoring of Ulcerative Colitis: A Prospective Study.

Journal of Crohn's & colitis Jan 11, 2025
BACKGROUNDS AND AIMS: The Mayo endoscopic subscore [MES] is the most popular endoscopic disease activity measure of ulcerative colitis [UC]. Artificial intelligence [AI]-assisted colonoscopy is expected to reduce diagnostic variability among endoscop...
Recurrence Adult Artificial Intelligence Humans Male Algorithms Colonoscopy Prospective Studies Middle Aged Severity of Illness Index Female Colitis, Ulcerative Video Recording
View on PubMed DOI

Predicting depression severity using machine learning models: Insights from mitochondrial peptides and clinical factors.

PloS one Jan 1, 2025
Depression presents a significant challenge to global mental health, often intertwined with factors including oxidative stress. Although the precise relationship with mitochondrial pathways remains elusive, recent advances in machine learning present...
Depressive Disorder, Major Severity of Illness Index Depression Oxidative Stress Male Middle Aged Humans Peptides Machine Learning Algorithms Biomarkers Mitochondria Female Adult
View on PubMed DOI

Improving fMRI-Based Autism Severity Identification via Brain Network Distance and Adaptive Label Distribution Learning.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jan 1, 2025
Machine learning methodologies have been profoundly researched in the realm of autism spectrum disorder (ASD) diagnosis. Nonetheless, owing to the ambiguity of ASD severity labels and individual differences in ASD severity, current fMRI-based methods...
Male Severity of Illness Index Child Algorithms Humans Magnetic Resonance Imaging Autism Spectrum Disorder Neural Networks, Computer Autistic Disorder Brain Nerve Net Machine Learning Female
View on PubMed DOI

Outcome measures in chronic urticaria: A comprehensive review.

Indian journal of dermatology, venereology and leprology Jan 1, 2025
Chronic urticaria, characterised by pruritic wheals, angioedema or both significantly impacts individuals' quality of life. This review article examines the patient-reported outcome measures (PROMs) in chronic urticaria assessment, aiming to enhance ...
Severity of Illness Index Urticaria Humans Patient Reported Outcome Measures Quality of Life Chronic Urticaria
View on PubMed DOI

Construction of a Multi-View Deep Learning Model for the Severity Classification of Acute Pancreatitis.

Discovery medicine Jan 1, 2025
BACKGROUND: Acute pancreatitis (AP) is a prevalent pathological condition of abdomen characterized by sudden onset, high incidence and complex progression. Timely assessment of AP severity is crucial for informing intervention decisions so as to dela...
Female Aged Adult Male Neural Networks, Computer Acute Disease Humans Algorithms Middle Aged Pancreatitis Severity of Illness Index Tomography, X-Ray Computed Deep Learning
View on PubMed DOI

A Multi-Label Deep Learning Model for Detailed Classification of Alzheimer's Disease.

Actas espanolas de psiquiatria Jan 1, 2025
BACKGROUND: Accurate diagnosis and classification of Alzheimer's disease (AD) are crucial for effective treatment and management. Traditional diagnostic models, largely based on binary classification systems, fail to adequately capture the complexiti...
Severity of Illness Index Deep Learning Alzheimer Disease Aged Aged, 80 and over Male Humans Female
View on PubMed DOI
Popular Topics
Recent Journals