Search Results - "Swarm optimization"

Real-time optimization of prosthetic design for complete arch implant-supported treatments using finite element-based machine learning.

Authors: Chen YC Lin JW Wang KH et al.

Source: The Journal of prosthetic dentistry [J Prosthet Dent] 2025 Nov; Vol. 134 (5), pp. 1920-1928. Date of Electronic Publication: 2024 Jul 16.

Publication Type: Journal Article

Journal Info: Publisher: Mosby-Year Book Country of Publication: United States NLM ID: 0376364 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-6841 (Electronic) Linking ISSN: 00223913 NLM ISO Abbreviation: J Prosthet Dent Subsets: MEDLINE

MeSH Terms: Finite Element Analysis* , Dental Prosthesis, Implant-Supported* , Dental Prosthesis Design*/methods , Particle Swarm Optimization* , Computer-Aided Design*, Humans ; Mandible ; Neural Networks, Computer ; Biomechanical Phenomena ; Decision Making, Computer-Assisted

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.

Authors: Hu X Zeng J Dai M et al.

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

Publication Type: Journal Article; Evaluation Study

Journal Info: 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

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

Prediction of gene expression using histone modification patterns extracted by Particle Swarm Optimization.

Authors: Paul NB Wolber JC Sahrhage ML et al.

Source: Bioinformatics (Oxford, England) [Bioinformatics] 2025 Feb 04; Vol. 41 (2).

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9808944 Publication Model: Print Cited Medium: Internet ISSN: 1367-4811 (Electronic) Linking ISSN: 13674803 NLM ISO Abbreviation: Bioinformatics Subsets: MEDLINE

MeSH Terms: Histone Code* , Particle Swarm Optimization*, Humans ; Algorithms ; Computational Biology/methods ; Gene Expression Regulation ; Histones/metabolism ; Histones/genetics ; Machine Learning ; Promoter Regions, Genetic ; Protein Processing, Post-Translational

Classification of CT scan and X-ray dataset based on deep learning and particle swarm optimization.

Authors: Liu H Zhao M She C et al.

Source: PloS one [PLoS One] 2025 Jan 27; Vol. 20 (1), pp. e0317450. Date of Electronic Publication: 2025 Jan 27 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Coronavirus Infections*/diagnostic imaging , Lung*/diagnostic imaging , Particle Swarm Optimization* , Pneumonia, Viral*/diagnostic imaging , Tomography, X-Ray Computed*/methods, Humans ; Algorithms ; Betacoronavirus ; COVID-19/diagnostic imaging ; Deep Learning ; False Positive Reactions ; Image Processing, Computer-Assisted/methods ; Pandemics ; ROC Curve ; SARS-CoV-2

Groundwater contaminant source identification using swarm intelligence-based simulation optimization models.

Authors: Swetha K Eldho TI Singh LG et al.

Source: Environmental science and pollution research international [Environ Sci Pollut Res Int] 2025 Jan; Vol. 32 (3), pp. 1626-1639. Date of Electronic Publication: 2024 Dec 30.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 9441769 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1614-7499 (Electronic) Linking ISSN: 09441344 NLM ISO Abbreviation: Environ Sci Pollut Res Int Subsets: MEDLINE

MeSH Terms: Groundwater*/chemistry , Models, Theoretical* , Particle Swarm Optimization* , Water Pollutants, Chemical*/analysis, Computer Simulation ; Environmental Monitoring/methods

Classification of breast cancer using hybridization version of walrus and particle swarm optimization algorithm.

Authors: Utreja B Sharma R Wason A et al.

Source: Scientific reports [Sci Rep] 2025 Dec 02; Vol. 15 (1), pp. 43035. Date of Electronic Publication: 2025 Dec 02.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Breast Neoplasms*/classification , Breast Neoplasms*/diagnostic imaging , Breast Neoplasms*/pathology , Breast Neoplasms*/diagnosis , Algorithms*, Humans ; Female ; Neural Networks, Computer ; Mammography/methods ; ROC Curve ; Area Under Curve ; Particle Swarm Optimization

MOPSOGAT: Predicting CircRNA-Disease Associations via Improved Multi-objective Particle Swarm Optimization and Graph Attention Network.

Authors: Wang Y Lu P

Source: Interdisciplinary sciences, computational life sciences [Interdiscip Sci] 2025 Dec; Vol. 17 (4), pp. 1038-1055. Date of Electronic Publication: 2025 Jun 13.

Publication Type: Journal Article

Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 101515919 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1867-1462 (Electronic) Linking ISSN: 18671462 NLM ISO Abbreviation: Interdiscip Sci Subsets: MEDLINE

MeSH Terms: RNA, Circular*/genetics , Algorithms* , Computational Biology*/methods , Disease*/genetics, Humans ; Deep Learning ; Particle Swarm Optimization

Hybrid greylag goose and particle swarm optimization for early detection of Parkinson's disease from speech features.

Authors: Khafaga DS Eid MM Khodadadi E et al.

Source: Computers in biology and medicine [Comput Biol Med] 2025 Oct; Vol. 197 (Pt A), pp. 110924. Date of Electronic Publication: 2025 Aug 28.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Parkinson Disease*/diagnosis , Parkinson Disease*/physiopathology , Algorithms* , Neural Networks, Computer* , Speech*/physiology , Machine Learning* , Signal Processing, Computer-Assisted*, Humans ; Early Diagnosis ; Male ; Female ; Middle Aged ; Particle Swarm Optimization

Quantum-Inspired gravitationally guided particle swarm optimization for feature selection and classification.

Authors: Malik S Patro SGK Mahanty C et al.

Source: Scientific reports [Sci Rep] 2025 Oct 01; Vol. 15 (1), pp. 34155. Date of Electronic Publication: 2025 Oct 01.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Algorithms* , Noncommunicable Diseases*/diagnosis , Noncommunicable Diseases*/classification , Quantum Theory*, Humans ; Support Vector Machine ; Gravitation ; Particle Swarm Optimization

A novel agricultural commodity price prediction model integrating deep learning and enhanced swarm intelligence algorithm.

Authors: Sun K Yao Q Li Y

Source: PloS one [PLoS One] 2025 Dec 02; Vol. 20 (12), pp. e0337103. Date of Electronic Publication: 2025 Dec 02 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Deep Learning* , Agriculture*/economics , Algorithms* , Commerce*/economics , Models, Economic*, Zea mays ; Triticum ; Particle Swarm Optimization

Neonatal seizure detection from EEG using inception ResNetV2 feature extraction and XGBoost optimized with particle swarm optimization.

Authors: Nemati N Meshgini S Rezaii TY et al.

Source: Scientific reports [Sci Rep] 2025 Nov 24; Vol. 15 (1), pp. 41493. Date of Electronic Publication: 2025 Nov 24.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Electroencephalography*/methods , Seizures*/diagnosis , Seizures*/physiopathology, Humans ; Infant, Newborn ; Signal Processing, Computer-Assisted ; Algorithms ; Wavelet Analysis ; Deep Learning ; Machine Learning ; Particle Swarm Optimization ; Boosting Machine Learning Algorithms

A swarm intelligence-driven hybrid framework for brain tumor classification with enhanced deep features.

Authors: Yonar A; Faculty of Science, Department of Statistics, Selçuk University, Konya, Turkey. aynursahin@selcuk.edu.tr.

Source: Scientific reports [Sci Rep] 2025 Oct 28; Vol. 15 (1), pp. 37543. Date of Electronic Publication: 2025 Oct 28.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Brain Neoplasms*/classification , Brain Neoplasms*/diagnostic imaging , Brain Neoplasms*/pathology, Humans ; Magnetic Resonance Imaging/methods ; Neural Networks, Computer ; Support Vector Machine ; Glioma/diagnostic imaging ; Glioma/classification ; Deep Learning ; Algorithms ; Meningioma/diagnostic imaging ; Particle Swarm Optimization

Optimized design of a relativistic diffraction generator based on POD/PSO method.

Authors: Hu, Yu-Lan Liu, Da-gang Liu, La-Qun et al.

Source: Journal of Applied Physics. 8/28/2025, Vol. 138 Issue 8, p1-14. 14p.

Subject Terms: *PARTICLE swarm optimization, *SLOW wave structures, *CHERENKOV radiation, *ELECTROMAGNETIC fields, *NONLINEAR systems

Reconstructing the aortic pressure waveform using a hybrid model of variational mode decomposition improved by particle swarm optimization and gated recurrent units.

Authors: Du S Sun G Sun H et al.

Source: Physiological measurement [Physiol Meas] 2025 Sep 04; Vol. 46 (9). Date of Electronic Publication: 2025 Sep 04.

Publication Type: Journal Article

Journal Info: Publisher: IOP Pub. Ltd Country of Publication: England NLM ID: 9306921 Publication Model: Electronic Cited Medium: Internet ISSN: 1361-6579 (Electronic) Linking ISSN: 09673334 NLM ISO Abbreviation: Physiol Meas Subsets: MEDLINE

MeSH Terms: Arterial Pressure* , Signal Processing, Computer-Assisted* , Aorta*/physiology, Humans ; Neural Networks, Computer ; Male ; Algorithms ; Particle Swarm Optimization

Active Learning with Particle Swarm Optimization for Enhanced Skin Cancer Classification Utilizing Deep CNN Models.

Authors: Mandal S Ghosh S Jana ND et al.

Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2025 Aug; Vol. 38 (4), pp. 2472-2489. Date of Electronic Publication: 2024 Nov 18.

Publication Type: Journal Article

Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE

MeSH Terms: Skin Neoplasms*/diagnostic imaging , Skin Neoplasms*/classification , Neural Networks, Computer* , Deep Learning*, Humans ; Algorithms ; Melanoma/diagnostic imaging ; Particle Swarm Optimization

A hybrid machine learning approach using particle swarm optimization for cardiac arrhythmia classification.

Authors: Dhanka S Maini S

Source: International journal of cardiology [Int J Cardiol] 2025 Aug 01; Vol. 432, pp. 133266. Date of Electronic Publication: 2025 Apr 11.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 8200291 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1874-1754 (Electronic) Linking ISSN: 01675273 NLM ISO Abbreviation: Int J Cardiol Subsets: MEDLINE

MeSH Terms: Machine Learning* , Arrhythmias, Cardiac*/classification , Arrhythmias, Cardiac*/diagnosis , Arrhythmias, Cardiac*/physiopathology , Electrocardiography*/methods, Humans ; Algorithms ; Particle Swarm Optimization

Enhanced particle swarm optimization for feature selection in SVM-based Alzheimer's disease diagnosis.

Authors: Zhang Q Sheng J Zhou R et al.

Source: Scientific reports [Sci Rep] 2025 Jul 07; Vol. 15 (1), pp. 24243. Date of Electronic Publication: 2025 Jul 07.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Alzheimer Disease*/diagnosis , Alzheimer Disease*/diagnostic imaging , Support Vector Machine*, Humans ; Magnetic Resonance Imaging/methods ; Algorithms ; Aged ; Male ; Gray Matter/diagnostic imaging ; Gray Matter/pathology ; Female ; Brain/diagnostic imaging ; Brain/pathology ; White Matter/diagnostic imaging ; White Matter/pathology ; Particle Swarm Optimization

Myocardial Infarction Detection using Variational Mode Decomposition with Fuzzy Weight Particle Swarm Optimization and Depthwise Separable Convolutional Network.

Authors: Saranya P Vennila C

Source: Computers in biology and medicine [Comput Biol Med] 2025 Jul; Vol. 193, pp. 110329. Date of Electronic Publication: 2025 May 21.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Deep Learning* , Electrocardiography* , Fuzzy Logic* , Myocardial Infarction*/diagnosis , Myocardial Infarction*/physiopathology , Neural Networks, Computer* , Signal Processing, Computer-Assisted*, Humans ; Algorithms ; Particle Swarm Optimization

Joint risk-based maintenance strategy and integrated monitoring approach for manufacturing system operational process considering workpiece quality.

Authors: Liao, Ruoyu He, Yihai Xie, Min et al.

Source: International Journal of Production Research. Feb2025, Vol. 63 Issue 4, p1354-1371. 18p.

Subject Terms: *MANUFACTURING processes, *QUALITY control charts, *OPERATIONAL risk, *PRODUCTION increases, PARTICLE swarm optimization

Enhanced image registration based brain tumour segmentation using optical particle swarm intelligence technique with Resnet Inceptionv2 HCNN.

Authors: Varatharaj N Radhakrishnan S

Source: Scientific reports [Sci Rep] 2025 Sep 30; Vol. 15 (1), pp. 33893. Date of Electronic Publication: 2025 Sep 30.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Brain Neoplasms*/diagnostic imaging , Image Processing, Computer-Assisted*/methods , Image Interpretation, Computer-Assisted*/methods, Humans ; Neural Networks, Computer ; Algorithms ; Deep Learning ; Artificial Intelligence ; Magnetic Resonance Imaging/methods ; Brain/diagnostic imaging ; Particle Swarm Optimization