AIMC Topic: Support Vector Machine

Clear Filters Showing 101 to 110 of 4695 articles

Classification of schizophrenia spectrum disorder using machine learning and functional connectivity: reconsidering the clinical application.

BMC psychiatry Apr 14, 2025
BACKGROUND: Early identification of Schizophrenia Spectrum Disorder (SSD) is crucial for effective intervention and prognosis improvement. Previous neuroimaging-based classifications have primarily focused on chronic, medicated SSD cohorts. However, ...
Schizophrenia Middle Aged Humans Case-Control Studies Machine Learning Support Vector Machine Female Brain Magnetic Resonance Imaging Adult Male
View on PubMed DOI

A retrospective study using machine learning to develop predictive model to identify rotavirus-associated acute gastroenteritis in children.

PeerJ Apr 14, 2025
BACKGROUND: Rotavirus is the leading cause of severe dehydrating diarrhea in children under 5 years worldwide. Timely diagnosis is critical, but access to confirmatory testing is limited in hospital settings. Machine learning (ML) models have shown p...
Rotavirus Infections Gastroenteritis Child, Preschool Diarrhea Bayes Theorem Support Vector Machine India Humans Decision Trees Female Rotavirus Machine Learning Male Retrospective Studies Infant
View on PubMed DOI

Machine learning-based differentiation of schizophrenia and bipolar disorder using multiscale fuzzy entropy and relative power from resting-state EEG.

Translational psychiatry Apr 12, 2025
Schizophrenia (SZ) and bipolar disorder (BD) pose diagnostic challenges due to overlapping clinical symptoms and genetic factors, often resulting in misdiagnosis and suboptimal treatment outcomes. This study aimed to identify EEG-based biomarkers tha...
Humans Machine Learning Adult Sensitivity and Specificity Female Young Adult Schizophrenia Support Vector Machine Entropy Fuzzy Logic Diagnosis, Differential Male Electroencephalography Middle Aged Bipolar Disorder
View on PubMed DOI

Optimized classification of dental implants using convolutional neural networks and pre-trained models with preprocessed data.

BMC oral health Apr 11, 2025
OBJECTIVE: This study evaluates the performance of various classifiers and pre-trained models for dental implant state classification using preprocessed radiography images with masks.
Dental Implants Humans Support Vector Machine Convolutional Neural Networks Decision Trees Image Processing, Computer-Assisted
View on PubMed DOI

Accelerometer-derived classifiers for early detection of degenerative joint disease in cats.

Veterinary journal (London, England : 1997) Apr 9, 2025
Decreased mobility is a clinical sign of degenerative joint disease (DJD) in cats, which is highly prevalent, with 61 % of cats aged six years or older showing radiographic evidence of DJD. Radiographs can reveal morphological changes and assess join...
Machine Learning Female Animals Male Cats Cat Diseases Joint Diseases Accelerometry Support Vector Machine Osteoarthritis Early Diagnosis
View on PubMed DOI

Alterations in static and dynamic functional network connectivity in chronic low back pain: a resting-state network functional connectivity and machine learning study.

Neuroreport Apr 9, 2025
Low back pain (LBP) is a prevalent pain condition whose persistence can lead to changes in the brain regions responsible for sensory, cognitive, attentional, and emotional processing. Previous neuroimaging studies have identified various structural a...
Humans Machine Learning Brain Female Support Vector Machine Magnetic Resonance Imaging Brain Mapping Low Back Pain Adult Male Middle Aged Neural Pathways Nerve Net Chronic Pain
View on PubMed DOI

Voice biomarkers as prognostic indicators for Parkinson's disease using machine learning techniques.

Scientific reports Apr 9, 2025
Many people suffer from Parkinson's disease globally, a complicated neurological condition caused by the deficiency of dopamine, an organic chemical responsible for regulating movement in individuals. Patients with Parkinson face muscle stiffness or ...
Male Middle Aged Support Vector Machine Voice Parkinson Disease Principal Component Analysis Biomarkers Prognosis Female Aged Humans Machine Learning
View on PubMed DOI

One-class support vector machines for detecting population drift in deployed machine learning medical diagnostics.

Scientific reports Apr 9, 2025
Machine learning (ML) models are increasingly being applied to diagnose and predict disease, but face technical challenges such as population drift, where the training and real-world deployed data distributions differ. This phenomenon can degrade mod...
Breast Neoplasms Diagnosis, Computer-Assisted Support Vector Machine Humans
View on PubMed DOI

The potential of evaluating shape drawing using machine learning for predicting high autistic traits.

PloS one Apr 9, 2025
BACKGROUND: Children with high autistic traits often exhibit deficits in drawing, an important skill for social adaptability. Machine learning is a powerful technique for learning predictive models from movement data, so drawing processes and product...
Machine Learning Female Male Eye Movements Child, Preschool Autistic Disorder Humans Child Support Vector Machine
View on PubMed DOI

Sub-diffuse Reflectance Spectroscopy Combined With Machine Learning Method for Oral Mucosal Disease Identification.

Lasers in surgery and medicine Apr 8, 2025
OBJECTIVES: Oral squamous cell carcinoma (OSCC) is the sixth-highest incidence of malignant tumors worldwide. However, early diagnosis is complex owing to the impracticality of biopsying every potentially premalignant intraoral lesion. Here, we prese...
Lichen Planus, Oral Mouth Mucosa Leukoplakia, Oral Carcinoma, Squamous Cell Adult Male Humans Middle Aged Mouth Neoplasms Machine Learning Neural Networks, Computer Spectrum Analysis Female Support Vector Machine
View on PubMed DOI
Popular Topics
Recent Journals