Výsledky vyhledávání - "Support Vector Machine"

A functional iterative approach for twin bounded support vector machine with squared pinball loss (Spin-FITBSVM).

Autoři: Gupta D Hazarika BB Gupta U

Zdroj: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Dec; Vol. 192, pp. 107942. Date of Electronic Publication: 2025 Aug 05.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Výrazy ze slovníku MeSH: Support Vector Machine* , Algorithms*, Humans

Hybrid framework for image forgery detection and robustness against adversarial attacks using vision transformer and SVM.

Autoři: Abdelmaksoud M Youssef B Wassif K a další

Zdroj: Scientific reports [Sci Rep] 2025 Nov 18; Vol. 15 (1), pp. 40371. Date of Electronic Publication: 2025 Nov 18.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy ze slovníku MeSH: Support Vector Machine* , Photography*/methods , Image Processing, Computer-Assisted*/methods , Computer Security*, Humans ; Deep Learning

Implementation of support vector machines to classify abnormal neuronal response during emotion regulation at an individual level in patients with newly diagnosed bipolar disorder - and its association with subsequent functional changes and mood episodes.

Autoři: Blair RJR Ysbæk-Nielsen AT Kjærstad HL a další

Zdroj: Psychological medicine [Psychol Med] 2025 Nov 11; Vol. 55, pp. e338. Date of Electronic Publication: 2025 Nov 11.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Cambridge University Press Country of Publication: England NLM ID: 1254142 Publication Model: Electronic Cited Medium: Internet ISSN: 1469-8978 (Electronic) Linking ISSN: 00332917 NLM ISO Abbreviation: Psychol Med Subsets: MEDLINE

Výrazy ze slovníku MeSH: Support Vector Machine* , Bipolar Disorder*/physiopathology , Bipolar Disorder*/diagnostic imaging , Emotional Regulation*/physiology , Brain*/physiopathology , Brain*/diagnostic imaging , Affect*/physiology, Humans ; Female ; Male ; Adult ; Magnetic Resonance Imaging ; Middle Aged ; Young Adult

Clinician-in-the-loop screening saturation: predicting annotation yield for efficient EHR review.

Autoři: Landschaft A Abdelmoity L Chafjiri FMA a další

Zdroj: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2025 Oct 31; Vol. 25 (1), pp. 404. Date of Electronic Publication: 2025 Oct 31.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE

Výrazy ze slovníku MeSH: Electronic Health Records*/standards , Natural Language Processing* , Support Vector Machine*, Humans ; Retrospective Studies

Predicting Postoperative Recurrence Using a Support Vector Machine for Patients With Esophageal Squamous Cell Carcinoma: Machine Learning Modeling Development and Validation Study.

Autoři: Xu MQ Jiang ZS Liao WY a další

Zdroj: JMIR cancer [JMIR Cancer] 2025 Oct 23; Vol. 11, pp. e68027. Date of Electronic Publication: 2025 Oct 23.

Způsob vydávání: Journal Article; Validation Study

Informace o časopise: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101666844 Publication Model: Electronic Cited Medium: Internet ISSN: 2369-1999 (Electronic) Linking ISSN: 23691999 NLM ISO Abbreviation: JMIR Cancer Subsets: MEDLINE

Výrazy ze slovníku MeSH: Support Vector Machine* , Neoplasm Recurrence, Local*/epidemiology , Neoplasm Recurrence, Local*/pathology , Esophageal Neoplasms*/surgery , Esophageal Neoplasms*/pathology , Esophageal Neoplasms*/mortality , Esophageal Squamous Cell Carcinoma*/surgery , Esophageal Squamous Cell Carcinoma*/pathology , Esophageal Squamous Cell Carcinoma*/mortality , Machine Learning*, Humans ; Female ; Male ; Middle Aged ; Retrospective Studies ; Aged ; Prognosis ; Adult ; Esophagectomy ; Reproducibility of Results

DEF-DSVM: A deep ensemble feature learning and deepSVM approach for multifaceted analysis and diagnosis of Alzheimer's disease from EEG signals.

Autoři: Hesari S Ghaffari H Rezaee K

Zdroj: Methods (San Diego, Calif.) [Methods] 2025 Oct; Vol. 242, pp. 169-186. Date of Electronic Publication: 2025 Aug 06.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Academic Press Country of Publication: United States NLM ID: 9426302 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-9130 (Electronic) Linking ISSN: 10462023 NLM ISO Abbreviation: Methods Subsets: MEDLINE

Výrazy ze slovníku MeSH: Alzheimer Disease*/diagnosis , Alzheimer Disease*/physiopathology , Electroencephalography*/methods , Cognitive Dysfunction*/diagnosis , Cognitive Dysfunction*/physiopathology , Support Vector Machine* , Deep Learning* , Diagnosis, Computer-Assisted*/methods, Humans ; Aged ; Wavelet Analysis ; Male ; Female ; Early Diagnosis ; Signal Processing, Computer-Assisted

Rapid detection of kidney disease based on urine surface-enhanced Raman spectroscopy and principal components analysis-support vector machine/random forests.

Autoři: Zhang S Ma J Qi C a další

Zdroj: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy [Spectrochim Acta A Mol Biomol Spectrosc] 2025 Dec 15; Vol. 343, pp. 126492. Date of Electronic Publication: 2025 May 29.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Country of Publication: England NLM ID: 9602533 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3557 (Electronic) Linking ISSN: 13861425 NLM ISO Abbreviation: Spectrochim Acta A Mol Biomol Spectrosc Subsets: MEDLINE

Výrazy ze slovníku MeSH: Spectrum Analysis, Raman*/methods , Support Vector Machine* , Principal Component Analysis* , Glomerulonephritis, Membranous*/urine , Glomerulonephritis, Membranous*/diagnosis , Glomerulonephritis, IGA*/urine , Glomerulonephritis, IGA*/diagnosis , Kidney Diseases*/urine , Kidney Diseases*/diagnosis, Humans ; Male ; Female ; Adult ; Middle Aged ; Sensitivity and Specificity ; Random Forest

EEG based epileptic seizure detection using SVM fuzzy learning and metaheuristic optimization.

Autoři: Badr S Jamali J Taghizadeh M a další

Zdroj: Scientific reports [Sci Rep] 2025 Nov 18; Vol. 15 (1), pp. 40542. Date of Electronic Publication: 2025 Nov 18.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy ze slovníku MeSH: Electroencephalography*/methods , Epilepsy*/diagnosis , Epilepsy*/physiopathology , Fuzzy Logic* , Support Vector Machine* , Seizures*/diagnosis , Seizures*/physiopathology , Diagnosis, Computer-Assisted*/methods, Humans ; Machine Learning ; Algorithms

Enhancing image based classification for crop disease detection using a multiclass SVM approach with kernel comparison.

Autoři: Sridhar P Angamuthu P

Zdroj: Scientific reports [Sci Rep] 2025 Nov 17; Vol. 15 (1), pp. 40055. Date of Electronic Publication: 2025 Nov 17.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy ze slovníku MeSH: Plant Diseases*/classification , Plant Diseases*/microbiology , Support Vector Machine* , Crops, Agricultural*/microbiology , Image Processing, Computer-Assisted*/methods, Plant Leaves/microbiology ; Machine Learning ; Triticum/microbiology

AT-TSVM: Improving Transmembrane Protein Inter-Helical Residue Contact Prediction Using Active Transfer Transductive Support Vector Machines.

Autoři: Almalki B Sawhney A Liao L

Zdroj: International journal of molecular sciences [Int J Mol Sci] 2025 Nov 12; Vol. 26 (22). Date of Electronic Publication: 2025 Nov 12.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101092791 Publication Model: Electronic Cited Medium: Internet ISSN: 1422-0067 (Electronic) Linking ISSN: 14220067 NLM ISO Abbreviation: Int J Mol Sci Subsets: MEDLINE

Výrazy ze slovníku MeSH: Membrane Proteins*/chemistry , Support Vector Machine* , Computational Biology*/methods, Models, Molecular ; Protein Conformation, alpha-Helical ; Algorithms ; Protein Folding

ProjectSVR: mapping single-cell RNA-seq data to reference atlases by supported vector regression.

Autoři: Gao J Fang J Zhu Q a další

Zdroj: Briefings in bioinformatics [Brief Bioinform] 2025 Nov 01; Vol. 26 (6).

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium: Internet ISSN: 1477-4054 (Electronic) Linking ISSN: 14675463 NLM ISO Abbreviation: Brief Bioinform Subsets: MEDLINE

Výrazy ze slovníku MeSH: Single-Cell Analysis*/methods , RNA-Seq*/methods , Support Vector Machine* , Sequence Analysis, RNA*/methods , Software*, Humans ; Computational Biology/methods ; Algorithms ; Single-Cell Gene Expression Analysis

A Machine Learning Approach to Classify Biomedical Acoustic Features for Baby Cries.

Autoři: Aggarwal G Jhajharia K Izhar J a další

Zdroj: Journal of voice : official journal of the Voice Foundation [J Voice] 2025 Nov; Vol. 39 (6), pp. 1446-1455. Date of Electronic Publication: 2023 Jul 20.

Způsob vydávání: Journal Article; Comparative Study

Informace o časopise: Publisher: Mosby Country of Publication: United States NLM ID: 8712262 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4588 (Electronic) Linking ISSN: 08921997 NLM ISO Abbreviation: J Voice Subsets: MEDLINE

Výrazy ze slovníku MeSH: Crying* , Acoustics* , Support Vector Machine* , Machine Learning* , Infant Behavior* , Signal Processing, Computer-Assisted* , Voice Quality*, Humans ; Infant, Newborn ; Sound Spectrography ; Decision Trees ; Predictive Value of Tests ; Infant ; Logistic Models ; Female ; Male

ExF-SVM: Exhaustive feature selection with support vector machine algorithm for brain stroke prediction.

Autoři: Theerthagiri P Ruby AU Chandran J GC

Zdroj: Computers in biology and medicine [Comput Biol Med] 2025 Nov; Vol. 198 (Pt A), pp. 111184. Date of Electronic Publication: 2025 Oct 06.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Výrazy ze slovníku MeSH: Support Vector Machine* , Stroke*/diagnosis, Humans ; Algorithms ; Male ; Female

A Machine-Learning Algorithm for the Automated Perceptual Evaluation of Dysphonia Severity.

Autoři: van der Woerd B Chen Z Flemotomos N a další

Zdroj: Journal of voice : official journal of the Voice Foundation [J Voice] 2025 Nov; Vol. 39 (6), pp. 1440-1445. Date of Electronic Publication: 2023 Jul 08.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Mosby Country of Publication: United States NLM ID: 8712262 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4588 (Electronic) Linking ISSN: 08921997 NLM ISO Abbreviation: J Voice Subsets: MEDLINE

Výrazy ze slovníku MeSH: Dysphonia*/diagnosis , Dysphonia*/physiopathology , Dysphonia*/psychology , Voice Quality* , Speech Acoustics* , Speech Production Measurement*/methods , Speech Perception* , Support Vector Machine* , Signal Processing, Computer-Assisted* , Machine Learning* , Acoustics* , Algorithms*, Humans ; Severity of Illness Index ; Predictive Value of Tests ; Reproducibility of Results ; Female ; Male ; Databases, Factual ; Judgment ; Adult ; Observer Variation ; Sound Spectrography ; Middle Aged

Spam Classification with Support Vector Machines Using Van der Waerden Rank Score Attention.

Autoři: Zhu N Cai J

Zdroj: Journal of visualized experiments : JoVE [J Vis Exp] 2025 Oct 31 (224). Date of Electronic Publication: 2025 Oct 31.

Způsob vydávání: Journal Article; Video-Audio Media

Informace o časopise: Publisher: MYJoVE Corporation Country of Publication: United States NLM ID: 101313252 Publication Model: Electronic Cited Medium: Internet ISSN: 1940-087X (Electronic) Linking ISSN: 1940087X NLM ISO Abbreviation: J Vis Exp Subsets: MEDLINE

Výrazy ze slovníku MeSH: Support Vector Machine* , Electronic Mail*

Hyperspectral-driven PSO-SVM model and optimized CNN-LSTM-Attention fusion network for qualitative and quantitative non-destructive detection of adulteration in strong-aroma Baijiu.

Autoři: Hu X Zeng J Dai M a další

Zdroj: Food chemistry [Food Chem] 2025 Oct 30; Vol. 490, pp. 145197. Date of Electronic Publication: 2025 Jun 17.

Způsob vydávání: Journal Article; Evaluation Study

Informace o časopise: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

Výrazy ze slovníku MeSH: Alcoholic Beverages*/analysis , Alcoholic Beverages*/standards , Hyperspectral Imaging* , Particle Swarm Optimization* , Support Vector Machine*, Deep Learning ; Convolutional Neural Networks ; Quality Control ; Odorants/analysis

Porosity prediction from well logging data via a hybrid MABC-LSSVM model.

Autoři: Su W Gao J Wu W a další

Zdroj: PloS one [PLoS One] 2025 Oct 27; Vol. 20 (10), pp. e0335244. Date of Electronic Publication: 2025 Oct 27 (Print Publication: 2025).

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Výrazy ze slovníku MeSH: Support Vector Machine* , Oil and Gas Fields* , Models, Theoretical*, Porosity ; Algorithms ; Least-Squares Analysis

Modeling skin sensitization: hierarchical support vector regression-based prediction of lysine depletion in DPRA.

Autoři: Ta GH Leong MK

Zdroj: Chemico-biological interactions [Chem Biol Interact] 2025 Oct 22; Vol. 420, pp. 111714. Date of Electronic Publication: 2025 Aug 23.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Country of Publication: Ireland NLM ID: 0227276 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7786 (Electronic) Linking ISSN: 00092797 NLM ISO Abbreviation: Chem Biol Interact Subsets: MEDLINE

Výrazy ze slovníku MeSH: Lysine*/metabolism , Support Vector Machine* , Skin*/drug effects , Peptides*/chemistry, Quantitative Structure-Activity Relationship ; Humans

Support vector machine-based preoperative identification of IDH-Mutant low-grade gliomas in adult gliomas using clinical features.

Autoři: Chen W Huang GH Ren P a další

Zdroj: BMC neurology [BMC Neurol] 2025 Oct 06; Vol. 25 (1), pp. 412. Date of Electronic Publication: 2025 Oct 06.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: BioMed Central Country of Publication: England NLM ID: 100968555 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2377 (Electronic) Linking ISSN: 14712377 NLM ISO Abbreviation: BMC Neurol Subsets: MEDLINE

Výrazy ze slovníku MeSH: Glioma*/genetics , Glioma*/surgery , Glioma*/diagnosis , Support Vector Machine* , Isocitrate Dehydrogenase*/genetics , Brain Neoplasms*/genetics , Brain Neoplasms*/surgery , Brain Neoplasms*/diagnosis, Humans ; Female ; Male ; Middle Aged ; Adult ; Retrospective Studies ; Mutation/genetics ; Aged ; Young Adult ; Preoperative Care/methods

A MATLAB Algorithm to Automatically Estimate the QT Interval and Other ECG Parameters and Validation Using a Machine Learning Approach in Congenital Long-QT Syndrome.

Autoři: Tzvi-Minker E Dittmann S Rickert C a další

Zdroj: Journal of cardiovascular translational research [J Cardiovasc Transl Res] 2025 Oct; Vol. 18 (5), pp. 1470-1481. Date of Electronic Publication: 2025 Sep 30.

Způsob vydávání: Journal Article; Validation Study

Informace o časopise: Publisher: Springer Country of Publication: United States NLM ID: 101468585 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1937-5395 (Electronic) Linking ISSN: 19375387 NLM ISO Abbreviation: J Cardiovasc Transl Res Subsets: MEDLINE

Výrazy ze slovníku MeSH: Long QT Syndrome*/physiopathology , Long QT Syndrome*/diagnosis , Long QT Syndrome*/congenital , Electrocardiography* , Heart Rate* , Action Potentials* , Signal Processing, Computer-Assisted* , Algorithms* , Support Vector Machine* , Machine Learning* , Heart Conduction System*/physiopathology, Humans ; Predictive Value of Tests ; Reproducibility of Results ; Female ; Male ; Case-Control Studies ; Adult ; Young Adult ; Adolescent ; Child ; Middle Aged ; Time Factors ; Automation