AIMC Topic: Support Vector Machine

Clear Filters Showing 2101 to 2110 of 4975 articles

Computer-aided diagnosis of ground glass pulmonary nodule by fusing deep learning and radiomics features.

Physics in medicine and biology Mar 4, 2021
OBJECTIVES: This study aims to develop a computer-aided diagnosis (CADx) scheme to classify between benign and malignant ground glass nodules (GGNs), and fuse deep leaning and radiomics imaging features to improve the classification performance.
Humans Tomography, X-Ray Computed Diagnosis, Computer-Assisted Lung Neoplasms Support Vector Machine Adenocarcinoma of Lung Deep Learning Image Processing, Computer-Assisted
View on PubMed DOI

Estimating evapotranspiration by coupling Bayesian model averaging methods with machine learning algorithms.

Environmental monitoring and assessment Mar 3, 2021
Evapotranspiration (ET) is one of the most important components of global hydrologic cycle and has significant impacts on energy exchange and climate change. Numerous models have been developed to estimate ET so far; however, great uncertainties in m...
Machine Learning Algorithms Support Vector Machine Bayes Theorem Environmental Monitoring
View on PubMed DOI

Dental disease detection on periapical radiographs based on deep convolutional neural networks.

International journal of computer assisted radiology and surgery Mar 2, 2021
OBJECTIVES: It is with a great prospect to develop an auxiliary diagnosis system for dental periapical radiographs based on deep convolutional neural networks (CNNs), and the indications and performances should be investigated. The aim of this study ...
Stomatognathic Diseases Tooth Diagnosis, Computer-Assisted Radiography Image Processing, Computer-Assisted Algorithms Support Vector Machine Humans Neural Networks, Computer Automation Reproducibility of Results
View on PubMed DOI

Heart rate variability-derived features based on deep neural network for distinguishing different anaesthesia states.

BMC anesthesiology Mar 2, 2021
BACKGROUND: Estimating the depth of anaesthesia (DoA) is critical in modern anaesthetic practice. Multiple DoA monitors based on electroencephalograms (EEGs) have been widely used for DoA monitoring; however, these monitors may be inaccurate under ce...
Female Reproducibility of Results Male Humans Neural Networks, Computer Support Vector Machine Decision Trees Heart Rate Middle Aged Electrocardiography Anesthesia
View on PubMed DOI

Assessment of an Exhaled Breath Test Using High-Pressure Photon Ionization Time-of-Flight Mass Spectrometry to Detect Lung Cancer.

JAMA network open Mar 1, 2021
IMPORTANCE: Exhaled breath is an attractive option for cancer detection. A sensitive and reliable breath test has the potential to greatly facilitate diagnoses and therapeutic monitoring of lung cancer.
Early Detection of Cancer Breath Tests Exhalation Follow-Up Studies Mass Spectrometry Reproducibility of Results Male Lung Neoplasms Algorithms Support Vector Machine Middle Aged Humans Retrospective Studies Female
View on PubMed DOI

Fast discrimination and quantification analysis of Curcumae Radix from four botanical origins using NIR spectroscopy coupled with chemometrics tools.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Feb 26, 2021
Curcumae Radix (Yujin) is a multi-origin herbal medicine with excellent clinical efficacy. For fast discrimination and quantification analysis of Yujin from four botanical origins (Guiyujin, Huangyujin, Lvyujin and Wenyujin), near infrared (NIR) spec...
Plant Roots Least-Squares Analysis Support Vector Machine Spectroscopy, Near-Infrared Principal Component Analysis
View on PubMed DOI

Toward assessing clinical trial publications for reporting transparency.

Journal of biomedical informatics Feb 26, 2021
OBJECTIVE: To annotate a corpus of randomized controlled trial (RCT) publications with the checklist items of CONSORT reporting guidelines and using the corpus to develop text mining methods for RCT appraisal.
Serial Publications Randomized Controlled Trials as Topic Checklist Humans Support Vector Machine
View on PubMed DOI

An Evaluation of the Effectiveness of Image-based Texture Features Extracted from Static B-mode Ultrasound Images in Distinguishing between Benign and Malignant Ovarian Masses.

Ultrasonic imaging Feb 25, 2021
Significant successes in machine learning approaches to image analysis for various applications have energized strong interest in automated diagnostic support systems for medical images. The evolving in-depth understanding of the way carcinogenesis c...
Algorithms Female Image Processing, Computer-Assisted Support Vector Machine Ultrasonography Humans Machine Learning Ovarian Neoplasms
View on PubMed DOI

On the estimation of sugars concentrations using Raman spectroscopy and artificial neural networks.

Food chemistry Feb 24, 2021
In this paper, we present an analysis of the performance of Raman spectroscopy, combined with feed-forward neural networks (FFNN), for the estimation of concentration percentages of glucose, sucrose, and fructose in water solutions. Indeed, we analys...
Neural Networks, Computer Spectrum Analysis, Raman Least-Squares Analysis Water Support Vector Machine Discriminant Analysis Sugars Linear Models
View on PubMed DOI

Efficiently Updating ECG-Based Biometric Authentication Based on Incremental Learning.

Sensors (Basel, Switzerland) Feb 24, 2021
Recently, the interest in biometric authentication based on electrocardiograms (ECGs) has increased. Nevertheless, the ECG signal of a person may vary according to factors such as the emotional or physical state, thus hindering authentication. We pro...
Humans Biometric Identification Electrocardiography Support Vector Machine
View on PubMed DOI
Popular Topics
Recent Journals