AIMC Topic: Syndrome

Clear Filters Showing 31 to 40 of 46 articles

Feasibility of a Support Vector Machine Classifier for Myofascial Pain Syndrome: Diagnostic Case-Control Study.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Jan 7, 2019
OBJECTIVES: Myofascial pain syndrome (MPS) is the most common cause of chronic pain worldwide. The diagnosis of MPS is subjective, which has created a need for a robust quantitative method of diagnosing MPS. We propose that using a support vector mac...
Young Adult Adult Sensitivity and Specificity Male Humans Algorithms Female Syndrome Feasibility Studies Superficial Back Muscles Case-Control Studies Myofascial Pain Syndromes Ultrasonography Support Vector Machine
View on PubMed DOI

Identifying facial phenotypes of genetic disorders using deep learning.

Nature medicine Jan 7, 2019
Syndromic genetic conditions, in aggregate, affect 8% of the population. Many syndromes have recognizable facial features that are highly informative to clinical geneticists. Recent studies show that facial analysis technologies measured up to the ca...
Image Processing, Computer-Assisted Genotype Syndrome Genetic Diseases, Inborn Algorithms Phenotype Deep Learning Facies Humans
View on PubMed DOI

End-to-End syndrome differentiation of Yin deficiency and Yang deficiency in traditional Chinese medicine.

Computer methods and programs in biomedicine Oct 16, 2018
BACKGROUND AND OBJECTIVE: Yin and Yang, two concepts adapted from classical Chinese philosophy, play a diagnostic role in Traditional Chinese Medicine (TCM). The Yin and Yang in harmonious balance indicate health, whereas imbalances to either side in...
Deep Learning Medicine, Chinese Traditional Syndrome Data Mining Yin Deficiency Yin-Yang Yang Deficiency Female Adult Male Middle Aged Humans Algorithms Databases, Factual
View on PubMed DOI

Classifying dysmorphic syndromes by using artificial neural network based hierarchical decision tree.

Australasian physical & engineering sciences in medicine May 1, 2018
Dysmorphic syndromes have different facial malformations. These malformations are significant to an early diagnosis of dysmorphic syndromes and contain distinctive information for face recognition. In this study we define the certain features of each...
Algorithms Infant Child, Preschool Child Image Processing, Computer-Assisted Decision Trees Syndrome Face Humans Neural Networks, Computer
View on PubMed DOI

Characterization of hidden rules linking symptoms and selection of acupoint using an artificial neural network model.

Frontiers of medicine Apr 12, 2018
Comprehension of the medical diagnoses of doctors and treatment of diseases is important to understand the underlying principle in selecting appropriate acupoints. The pattern recognition process that pertains to symptoms and diseases and informs acu...
Humans Acupuncture Therapy Neural Networks, Computer Acupuncture Points Republic of Korea Syndrome
View on PubMed DOI

Rule based fuzzy logic approach for classification of fibromyalgia syndrome.

Australasian physical & engineering sciences in medicine May 19, 2016
Fibromyalgia syndrome (FMS) is a chronic muscle and skeletal system disease observed generally in women, manifesting itself with a widespread pain and impairing the individual's quality of life. FMS diagnosis is made based on the American College of ...
Middle Aged Humans Fuzzy Logic Pain Measurement Pain Female Syndrome Adult Fibromyalgia Male Demography
View on PubMed DOI

Genes with high penetrance for syndromic and non-syndromic autism typically function within the nucleus and regulate gene expression.

Molecular autism Mar 15, 2016
BACKGROUND: Intellectual disability (ID), autism, and epilepsy share frequent yet variable comorbidities with one another. In order to better understand potential genetic divergence underlying this variable risk, we studied genes responsible for mono...
Body Patterning Chromatin Assembly and Disassembly Penetrance Nuclear Proteins Databases, Genetic Risk Humans Syndrome Nerve Tissue Proteins Gene Ontology Autism Spectrum Disorder Protein Interaction Maps Cell Nucleus Epilepsy Neurogenesis Comorbidity Genetic Association Studies Gene Expression Regulation Intellectual Disability Epigenomics Autistic Disorder
View on PubMed DOI

Logic regression-derived algorithms for syndromic management of vaginal infections.

BMC medical informatics and decision making Dec 16, 2015
BACKGROUND: Syndromic management of vaginal infections is known to have poor diagnostic accuracy. Logic regression is a machine-learning procedure which allows for the identification of combinations of variables to predict an outcome, such as the pre...
India Prognosis Models, Theoretical Humans Vaginitis Syndrome Female Machine Learning Adult Algorithms Sensitivity and Specificity
View on PubMed DOI

[Risk prediction of demoralization syndrome in patients with oral cancer].

Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology Jun 1, 2025
OBJECTIVES: This study aimed to construct a risk prediction model for the occurrence of the demora-lization syndrome in patients with oral cancer and provide a scientific basis for the prevention of this syndrome in patients with oral cancer and the ...
Humans Machine Learning Female Risk Factors Risk Assessment Aged Nomograms Adult Syndrome Male Mouth Neoplasms Middle Aged
View on PubMed DOI

The use of natural language processing for the identification of ageing syndromes including sarcopenia, frailty and falls in electronic healthcare records: a systematic review.

Age and ageing Jul 2, 2024
BACKGROUND: Recording and coding of ageing syndromes in hospital records is known to be suboptimal. Natural Language Processing algorithms may be useful to identify diagnoses in electronic healthcare records to improve the recording and coding of the...
Natural Language Processing Humans Syndrome Algorithms Geriatric Assessment Electronic Health Records Aged Aging Accidental Falls Frailty Sarcopenia
View on PubMed DOI
Popular Topics
Recent Journals