AI Medical Compendium Topic

Explore the latest research on artificial intelligence and machine learning in medicine.

Support Vector Machine

Showing 251 to 260 of 4557 articles

Clear Filters

Clustering and classification for dry bean feature imbalanced data.

Scientific reports Dec 28, 2024
The traditional machine learning methods such as decision tree (DT), random forest (RF), and support vector machine (SVM) have low classification performance. This paper proposes an algorithm for the dry bean dataset and obesity levels dataset that c...
Fabaceae Humans Machine Learning Algorithms Obesity Decision Trees Support Vector Machine Cluster Analysis
View on PubMed DOI

Fluorescence excitation-emission matrix spectroscopy combined with machine learning for the classification of viruses for respiratory infections.

Talanta Dec 27, 2024
Significant efforts were currently being made worldwide to develop a tool capable of distinguishing between various harmful viruses through simple analysis. In this study, we utilized fluorescence excitation-emission matrix (EEM) spectroscopy as a ra...
Humans Machine Learning Wavelet Analysis Support Vector Machine Viruses Fourier Analysis Rhinovirus Spectrometry, Fluorescence Respiratory Tract Infections
View on PubMed DOI

Determination and visualization of moisture content in Camellia oleifera seeds rapidly based on hyperspectral imaging combined with deep learning.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Dec 27, 2024
Moisture content (MC) is crucial for the storage, transportation, and processing of Camellia oleifera seeds. The purpose of this study was to investigate the feasibility for detecting MC in Camellia oleifera seeds using visible near-infrared hyperspe...
Least-Squares Analysis Hyperspectral Imaging Camellia Deep Learning Water Support Vector Machine Seeds Neural Networks, Computer Algorithms Spectroscopy, Near-Infrared
View on PubMed DOI

Identification of Phosphodiesterase type 5 inhibitors (PDE5is) analogues using surface-enhanced Raman scattering and machine learning algorithm.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Dec 27, 2024
Phosphodiesterase type 5 inhibitors (PDE5is), primarily used for the treatment of erectile dysfunction, have been severely misused in recent years, posing a threat to public health and safety. This study developed a method that combines Surface-enhan...
Algorithms Spectrum Analysis, Raman Humans Machine Learning Metal Nanoparticles Least-Squares Analysis Discriminant Analysis Phosphodiesterase 5 Inhibitors Support Vector Machine Principal Component Analysis Gold
View on PubMed DOI

Machine learning-based prediction of duodenal stump leakage following laparoscopic gastrectomy for gastric cancer.

Surgery Dec 27, 2024
BACKGROUND: Duodenal stump leakage is one of the most critical complications following gastrectomy surgery, with a high mortality rate. The present study aimed to establish a predictive model based on machine learning for forecasting the occurrence o...
Humans Aged Adult Stomach Neoplasms Male Machine Learning Retrospective Studies Female Support Vector Machine Laparoscopy Gastrectomy Anastomotic Leak Middle Aged Duodenum Adenocarcinoma
View on PubMed DOI

Enhanced Disc Herniation Classification Using Grey Wolf Optimization Based on Hybrid Feature Extraction and Deep Learning Methods.

Tomography (Ann Arbor, Mich.) Dec 26, 2024
UNLABELLED: Due to the increasing number of people working at computers in professional settings, the incidence of lumbar disc herniation is increasing.
Magnetic Resonance Imaging Lumbar Vertebrae Image Interpretation, Computer-Assisted Intervertebral Disc Displacement Male Deep Learning Support Vector Machine Humans Neural Networks, Computer Algorithms
View on PubMed DOI

Machine Learning to Predict the Individual Risk of Treatment-Relevant Toxicity for Patients With Breast Cancer Undergoing Neoadjuvant Systemic Treatment.

JCO clinical cancer informatics Dec 23, 2024
PURPOSE: Toxicity to systemic cancer treatment represents a major anxiety for patients and a challenge to treatment plans. We aimed to develop machine learning algorithms for the upfront prediction of an individual's risk of experiencing treatment-re...
Algorithms Prognosis Female Aged Humans Machine Learning ROC Curve Neoadjuvant Therapy Support Vector Machine Drug-Related Side Effects and Adverse Reactions Adult Breast Neoplasms Middle Aged
View on PubMed DOI

Enhanced Detection of Leishmania Parasites in Microscopic Images Using Machine Learning Models.

Sensors (Basel, Switzerland) Dec 21, 2024
Cutaneous leishmaniasis is a parasitic disease that poses significant diagnostic challenges due to the variability of results and reliance on operator expertise. This study addresses the development of a system based on machine learning algorithms to...
Microscopy Leishmania Image Processing, Computer-Assisted Support Vector Machine Leishmaniasis, Cutaneous Humans Machine Learning Algorithms
View on PubMed DOI

Rapid detection of microplastics in chicken feed based on near infrared spectroscopy and machine learning algorithm.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Dec 20, 2024
The main objective of this study was to evaluate the potential of near infrared (NIR) spectroscopy and machine learning in detecting microplastics (MPs) in chicken feed. The application of machine learning techniques in building optimal classificatio...
Discriminant Analysis Animal Feed Microplastics Food Contamination Principal Component Analysis Least-Squares Analysis Machine Learning Algorithms Chickens Support Vector Machine Animals Spectroscopy, Near-Infrared
View on PubMed DOI

Do machine learning methods solve the main pitfall of linear regression in dental age estimation?

Forensic science international Dec 20, 2024
INTRODUCTION: Age estimation is crucial in forensic and anthropological fields. Teeth, are valued for their resilience to environmental factors and their preservation over time, making them essential for age estimation when other skeletal remains det...
Black People South Africa White People Linear Models Age Determination by Teeth Support Vector Machine Bayes Theorem Radiography, Panoramic Humans Machine Learning Female Child, Preschool Child Male Adolescent
View on PubMed DOI
Popular Topics
Recent Journals