AIMC Topic: Support Vector Machine

Clear Filters Showing 4341 to 4350 of 4975 articles

Artificial Intelligence in Dental Caries Diagnosis and Detection: An Umbrella Review.

Clinical and experimental dental research Aug 1, 2024
BACKGROUND AND AIM: Dental caries is largely preventable, yet an important global health issue. Numerous systematic reviews have summarized the efficacy of artificial intelligence (AI) models for the diagnosis and detection of dental caries. Therefor...
Support Vector Machine Radiography, Panoramic Humans Systematic Reviews as Topic Dental Caries Neural Networks, Computer Artificial Intelligence
View on PubMed DOI

A novel sand cat swarm optimization algorithm-based SVM for diagnosis imaging genomics in Alzheimer's disease.

Cerebral cortex (New York, N.Y. : 1991) Aug 1, 2024
In recent years, brain imaging genomics has advanced significantly in revealing underlying pathological mechanisms of Alzheimer's disease (AD) and providing early diagnosis. In this paper, we present a framework for diagnosing AD that integrates magn...
Neuroimaging Imaging Genomics Support Vector Machine Magnetic Resonance Imaging Humans Alzheimer Disease Algorithms Male Female Brain Cognitive Dysfunction Aged
View on PubMed DOI

Identification of novel biomarkers for childhood-onset systemic lupus erythematosus using machine learning algorithms and immune infiltration analysis.

Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) Aug 1, 2024
BACKGROUND: Childhood-onset systemic lupus erythematosus (cSLE) is a chronic autoimmune disease that is often more severe than adult-onset SLE and is challenging to diagnose due to its variable presentation and lack of specific diagnostic tests.
Humans Machine Learning Child Support Vector Machine Databases, Genetic Lupus Erythematosus, Systemic Algorithms Biomarkers Gene Expression Profiling
View on PubMed DOI

[Preoperative Evaluation of Cervical Lymph Node Metastasis in Patients With Hashimoto's Thyroiditis Combined With Thyroid Papillary Carcinoma Using Machine Learning and Radiomics-Based Features: A Preliminary Study].

Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition Jul 20, 2024
OBJECTIVE: To analyze the radiomic and clinical features extracted from 2D ultrasound images of thyroid tumors in patients with Hashimoto's thyroiditis (HT) combined with papillary thyroid carcinoma (PTC) using machine learning (ML) models, and to ex...
Thyroid Cancer, Papillary ROC Curve Lymph Nodes Support Vector Machine Hashimoto Disease Carcinoma, Papillary Neck Lymphatic Metastasis Radiomics Thyroid Neoplasms Ultrasonography Humans Machine Learning
View on PubMed DOI

Application of m6A regulators to predict transformation from myelodysplastic syndrome to acute myeloid leukemia via machine learning.

Medicine Jul 12, 2024
Myelodysplastic syndrome (MDS) frequently transforms into acute myeloid leukemia (AML). Predicting the risk of its transformation will help to make the treatment plan. Levels of expression of N6-methyladenosine (m6A) regulators is difference in patie...
Female Aged Adult Leukemia, Myeloid, Acute Humans Machine Learning ROC Curve Support Vector Machine Myelodysplastic Syndromes Adenosine Male Middle Aged Risk Assessment
View on PubMed DOI

Enhanced Driver Stress Prediction from Multiple Biosignals via CNN Encoder-Decoder Model.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
In this work, we present PhysioFuseNet, a novel framework designed to enhance driver stress state classification. PhysioFuseNet integrates a CNN-based encoder-decoder model with multimodal biosignal fusion. Using a driving simulator, different multim...
Photoplethysmography Electrocardiography Support Vector Machine Respiratory Rate Humans Signal Processing, Computer-Assisted Neural Networks, Computer Automobile Driving Adult Female Male Stress, Psychological
View on PubMed DOI

HRV-based Monitoring of Neonatal Seizures with Machine Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
With the rapid development of machine learning (ML) in biomedical signal processing, ML-based neonatal seizure detection using heart rate variability (HRV) parameters extracted from the electrocardiogram (ECG) has gained increasing interest. In this ...
Sensitivity and Specificity Humans Male Heart Rate Monitoring, Physiologic Electrocardiography Machine Learning Seizures Support Vector Machine Female Signal Processing, Computer-Assisted Infant, Newborn
View on PubMed DOI

Classification of Abnormal Gaits with Machine Learning Algorithms using Sensor-Inherited Insoles.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
The digital health industry's interest in gait analysis has driven research into sensor-enabled insoles for practical, everyday gait monitoring. Traditional methods, such as 3D motion capture systems, are costly and time-consuming. To address this, w...
Shoes Humans Support Vector Machine Gait Machine Learning Gait Analysis Algorithms Female Adult Male
View on PubMed DOI

Diagnosing Suicidal Ideation from Resting State EEG Data Using a Machine Learning Algorithm.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Suicide poses a global health crisis with significant social and economic impact. Prevention may be possible if objective quantitative methods are developed to supplement the often inaccurate interview-based risk assessments. Our research goal is to ...
Humans Support Vector Machine Electroencephalography Machine Learning Adult Signal Processing, Computer-Assisted Male Rest Middle Aged Algorithms Depressive Disorder, Major Female Suicidal Ideation
View on PubMed DOI

Diagnosis of Pneumoconiosis with Machine Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Pneumoconiosis encompasses a group of lung diseases caused by inhaling dust particles. Frequently recognized as an occupational disease, it primarily affects workers in the mining industry. This paper details the use of machine learning algorithms to...
Humans Bayes Theorem Machine Learning Algorithms Pneumoconiosis Support Vector Machine Lung Diagnosis, Computer-Assisted
View on PubMed DOI
Popular Topics
Recent Journals