Výsledky vyhľadávania - "Dimensionality Reduction"

Dimensionality Reduction Techniques for Improving Propensity Score Specification: An Application to a Cohort Study Using Claims Data.

Autori: Venkatesan S Nåtman J Lesén E a ďalší

Zdroj: Pharmacoepidemiology and drug safety [Pharmacoepidemiol Drug Saf] 2025 Dec; Vol. 34 (12), pp. e70258.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Wiley Country of Publication: England NLM ID: 9208369 Publication Model: Print Cited Medium: Internet ISSN: 1099-1557 (Electronic) Linking ISSN: 10538569 NLM ISO Abbreviation: Pharmacoepidemiol Drug Saf Subsets: MEDLINE

Výrazy zo slovníka MeSH: Propensity Score* , Pharmacoepidemiology*/methods , Heart Failure*/mortality , Heart Failure*/therapy , Renal Dialysis*/mortality , Renal Dialysis*/statistics & numerical data , Renal Insufficiency, Chronic*/therapy , Renal Insufficiency, Chronic*/mortality, Humans ; Male ; Aged ; Female ; Databases, Factual/statistics & numerical data ; Cohort Studies ; Hospital Mortality ; Principal Component Analysis ; Aged, 80 and over ; Insurance Claim Review/statistics & numerical data ; Proportional Hazards Models ; Algorithms ; Kidney Failure, Chronic/therapy ; Kidney Failure, Chronic/mortality ; Confounding Factors, Epidemiologic ; Dimensionality Reduction

HyperDiffuseNet: A Deep Hyperbolic Manifold Learning Method for Dimensionality Reduction in Spatial Transcriptomics.

Autori: Qi J Shuai W Yanqi L a ďalší

Zdroj: Journal of computational biology : a journal of computational molecular cell biology [J Comput Biol] 2025 Dec; Vol. 32 (12), pp. 1101-1120. Date of Electronic Publication: 2025 Sep 22.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Mary Ann Liebert, Inc Country of Publication: United States NLM ID: 9433358 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8666 (Electronic) Linking ISSN: 10665277 NLM ISO Abbreviation: J Comput Biol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Transcriptome*/genetics , Computational Biology*/methods , Deep Learning* , Gene Expression Profiling*/methods, Algorithms ; Humans ; Dimensionality Reduction

Enhancing microplastic classification through filter-interfered FTIR spectra using dimensionality reduction and deep learning in low-dimensional spaces.

Autori: Thar AS Laitrakun S Somnuake P a ďalší

Zdroj: Marine pollution bulletin [Mar Pollut Bull] 2025 Dec; Vol. 221, pp. 118548. Date of Electronic Publication: 2025 Aug 16.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Country of Publication: England NLM ID: 0260231 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-3363 (Electronic) Linking ISSN: 0025326X NLM ISO Abbreviation: Mar Pollut Bull Subsets: MEDLINE

Výrazy zo slovníka MeSH: Microplastics*/analysis , Microplastics*/classification , Deep Learning* , Water Pollutants, Chemical*/analysis , Environmental Monitoring*/methods, Spectroscopy, Fourier Transform Infrared ; Neural Networks, Computer ; Dimensionality Reduction

Dimensionality reduction techniques in pupillometry research: A primer for behavioral scientists.

Autori: Castellotti S Petrizzo I Arrighi R a ďalší

Zdroj: Behavior research methods [Behav Res Methods] 2025 Nov 10; Vol. 57 (12), pp. 337. Date of Electronic Publication: 2025 Nov 10.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Springer Country of Publication: United States NLM ID: 101244316 Publication Model: Electronic Cited Medium: Internet ISSN: 1554-3528 (Electronic) Linking ISSN: 1554351X NLM ISO Abbreviation: Behav Res Methods Subsets: MEDLINE

Výrazy zo slovníka MeSH: Pupil*/physiology , Behavioral Sciences*/methods , Psychophysiology*/methods, Humans ; Principal Component Analysis ; Dimensionality Reduction

Understanding clinical decision-making in traditional East Asian medicine through dimensionality reduction: An empirical investigation.

Autori: Bae H Kang B Kim CE

Zdroj: Computers in biology and medicine [Comput Biol Med] 2025 Oct; Vol. 197 (Pt B), pp. 111081. Date of Electronic Publication: 2025 Sep 13.

Spôsob vydávania: Journal Article

Informácie 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 zo slovníka MeSH: Clinical Decision-Making*/methods , Medicine, East Asian Traditional*/methods, Humans ; Male ; Female ; Dimensionality Reduction

Singular value decomposition based motion magnification for B-mode visualization of magnetomotive ultrasound imaging.

Autori: Shen WH Yeh TM Huang CC a ďalší

Zdroj: Ultrasonics [Ultrasonics] 2025 Dec; Vol. 156, pp. 107722. Date of Electronic Publication: 2025 Jun 24.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Science Country of Publication: Netherlands NLM ID: 0050452 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1874-9968 (Electronic) Linking ISSN: 0041624X NLM ISO Abbreviation: Ultrasonics Subsets: MEDLINE

Výrazy zo slovníka MeSH: Magnetite Nanoparticles*, Phantoms, Imaging ; Ultrasonography/methods ; Motion ; Algorithms ; Animals ; Humans ; Dimensionality Reduction

Nuclear magnetic resonance combined with genetic algorithm with linear discriminant analysis (GA-LDA) is a suitable model for discriminating urinary metabolomic profiles of individuals with glycemic disorders.

Autori: Freire de Sousa Papa ÂW Almeida de Oliveira AN Lawrynhuk Urbano Ferreira R a ďalší

Zdroj: Annals of medicine [Ann Med] 2025 Dec; Vol. 57 (1), pp. 2566870. Date of Electronic Publication: 2025 Oct 06.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Informa Healthcare Country of Publication: England NLM ID: 8906388 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2060 (Electronic) Linking ISSN: 07853890 NLM ISO Abbreviation: Ann Med Subsets: MEDLINE

Výrazy zo slovníka MeSH: Diabetes Mellitus, Type 2*/urine , Diabetes Mellitus, Type 2*/diagnosis , Metabolomics*/methods , Prediabetic State*/urine , Prediabetic State*/diagnosis, Humans ; Case-Control Studies ; Male ; Discriminant Analysis ; Middle Aged ; Female ; Biomarkers/urine ; Algorithms ; Magnetic Resonance Spectroscopy/methods ; Aged ; Principal Component Analysis ; Adult ; Dimensionality Reduction ; Genetic Algorithms

CYP2D6 polymorphism rs1065852 significantly increases the risk of type 2 diabetes.

Autori: Wei H Zhao Q

Zdroj: Annals of medicine [Ann Med] 2025 Dec; Vol. 57 (1), pp. 2470956. Date of Electronic Publication: 2025 Mar 03.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Informa Healthcare Country of Publication: England NLM ID: 8906388 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2060 (Electronic) Linking ISSN: 07853890 NLM ISO Abbreviation: Ann Med Subsets: MEDLINE

Výrazy zo slovníka MeSH: Diabetes Mellitus, Type 2*/genetics , Cytochrome P-450 CYP2D6*/genetics, Humans ; Male ; Female ; Middle Aged ; Case-Control Studies ; Polymorphism, Single Nucleotide ; Genetic Predisposition to Disease ; Aged ; Cytochrome P-450 CYP2C8/genetics ; Genotype ; Risk Factors ; Adult ; Aryl Hydrocarbon Hydroxylases/genetics ; Multifactor Dimensionality Reduction

Non-destructive quantification of lutein and beta-carotene in spinach by Raman spectroscopy under optimized conditions for linear discriminant analysis.

Autori: Park M Somborn A Schlehuber D a ďalší

Zdroj: Food chemistry [Food Chem] 2025 Nov 30; Vol. 493 (Pt 4), pp. 146062. Date of Electronic Publication: 2025 Aug 22.

Spôsob vydávania: Journal Article; Evaluation Study

Informácie 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 zo slovníka MeSH: Spectrum Analysis, Raman*/methods , Spinacia oleracea*/chemistry , beta Carotene*/analysis , beta Carotene*/chemistry , Lutein*/analysis , Lutein*/chemistry, Discriminant Analysis ; Arabidopsis/chemistry ; Dimensionality Reduction

Supramolecular synthonic portions in heat-treated indomethacin-carbamazepine mixture: a singular value decomposition approach for Fourier-Transform infrared spectral analysis.

Autori: Kuwashima W Hasegawa K Tsunoda C a ďalší

Zdroj: International journal of pharmaceutics [Int J Pharm] 2025 Nov 30; Vol. 685, pp. 126199. Date of Electronic Publication: 2025 Sep 22.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 7804127 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3476 (Electronic) Linking ISSN: 03785173 NLM ISO Abbreviation: Int J Pharm Subsets: MEDLINE

Výrazy zo slovníka MeSH: Indomethacin*/chemistry , Carbamazepine*/chemistry, Spectroscopy, Fourier Transform Infrared/methods ; Hot Temperature ; Hydrogen Bonding ; Phase Transition ; Crystallization ; Tablets ; Transition Temperature ; Dimensionality Reduction

Efficient and reliable spike sorting from neural recordings with UMAP-based unsupervised nonlinear dimensionality reduction.

Autori: Suárez-Barrera D Bayones L Encinas-Rodríguez N a ďalší

Zdroj: PLoS biology [PLoS Biol] 2025 Nov 24; Vol. 23 (11), pp. e3003527. Date of Electronic Publication: 2025 Nov 24 (Print Publication: 2025).

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101183755 Publication Model: eCollection Cited Medium: Internet ISSN: 1545-7885 (Electronic) Linking ISSN: 15449173 NLM ISO Abbreviation: PLoS Biol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Action Potentials*/physiology , Neurons*/physiology , Signal Processing, Computer-Assisted*, Algorithms ; Animals ; Models, Neurological ; Nonlinear Dynamics ; Dimensionality Reduction

Distinctive mineral and physicochemical parameters assessment of carob honey (Mallorca Island) from Spanish honeys exploiting dimensionality reduction tools and cluster analysis.

Autori: Lupu D Sammani MS Palacio E a ďalší

Zdroj: Food chemistry [Food Chem] 2025 Nov 15; Vol. 492 (Pt 2), pp. 145448. Date of Electronic Publication: 2025 Jul 05.

Spôsob vydávania: Journal Article; Evaluation Study

Informácie 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 zo slovníka MeSH: Honey*/analysis , Minerals*/analysis , Minerals*/chemistry , Plant Gums*/chemistry , Fabaceae*/chemistry, Spain ; Cluster Analysis ; Principal Component Analysis ; Dimensionality Reduction ; Galactans ; Mannans

Research on CatBoost model based on AutoEncoder dimensionality reduction in pollution source apportionment.

Autori: Zhang S Ding W

Zdroj: Environmental geochemistry and health [Environ Geochem Health] 2025 Nov 02; Vol. 47 (12), pp. 543. Date of Electronic Publication: 2025 Nov 02.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Kluwer Academic Publishers Country of Publication: Netherlands NLM ID: 8903118 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-2983 (Electronic) Linking ISSN: 02694042 NLM ISO Abbreviation: Environ Geochem Health Subsets: MEDLINE

Výrazy zo slovníka MeSH: Environmental Monitoring*/methods , Models, Theoretical* , Water Pollution*/analysis , Water Pollutants, Chemical*/analysis, Rivers/chemistry ; China ; Dimensionality Reduction ; Autoencoder ; Boosting Machine Learning Algorithms

Advanced Dimensionality Reduction for Imaging Mass Spectrometry of Human Eye Tissue through Low-Rank Modeling with Sparse and Dense Residuals.

Autori: Moens RAR Migas LG Anderson DMG a ďalší

Zdroj: Analytical chemistry [Anal Chem] 2025 Oct 28; Vol. 97 (42), pp. 23040-23049. Date of Electronic Publication: 2025 Oct 13.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: American Chemical Society Country of Publication: United States NLM ID: 0370536 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-6882 (Electronic) Linking ISSN: 00032700 NLM ISO Abbreviation: Anal Chem Subsets: MEDLINE

Výrazy zo slovníka MeSH: Mass Spectrometry*/methods , Eye* , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization*/methods , Retina*, Humans ; Principal Component Analysis ; Dimensionality Reduction

Big data dimensionality reduction-based supervised machine learning algorithms for NASH diagnosis.

Autori: Tutsoy O Ozturk HA Sumbul HE

Zdroj: BMC bioinformatics [BMC Bioinformatics] 2025 Oct 21; Vol. 26 (1), pp. 256. Date of Electronic Publication: 2025 Oct 21.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: BioMed Central Country of Publication: England NLM ID: 100965194 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2105 (Electronic) Linking ISSN: 14712105 NLM ISO Abbreviation: BMC Bioinformatics Subsets: MEDLINE

Výrazy zo slovníka MeSH: Non-alcoholic Fatty Liver Disease*/diagnosis , Non-alcoholic Fatty Liver Disease*/blood , Supervised Machine Learning* , Big Data* , Machine Learning*, Humans ; Neural Networks, Computer ; Algorithms ; Dimensionality Reduction

Real-Time EEG Decoding of Motor Imagery via Nonlinear Dimensionality Reduction (Manifold Learning) and Shallow Classifiers.

Autori: Kucukselbes H Sayilgan E

Zdroj: Biosensors [Biosensors (Basel)] 2025 Oct 13; Vol. 15 (10). Date of Electronic Publication: 2025 Oct 13.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: MDPI Pub Country of Publication: Switzerland NLM ID: 101609191 Publication Model: Electronic Cited Medium: Internet ISSN: 2079-6374 (Electronic) Linking ISSN: 20796374 NLM ISO Abbreviation: Biosensors (Basel) Subsets: MEDLINE

Výrazy zo slovníka MeSH: Electroencephalography*/methods, Humans ; Adult ; Male ; Signal Processing, Computer-Assisted ; Female ; Machine Learning ; Brain-Computer Interfaces ; Young Adult ; Dimensionality Reduction

Mental Models of Smart Implant Technology: A Topic Modeling Approach to the Role of Initial Information and Labeling.

Autori: Schrimpff C Link E Fisse T a ďalší

Zdroj: Health communication [Health Commun] 2025 Oct; Vol. 40 (11), pp. 2254-2266. Date of Electronic Publication: 2025 Jan 08.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Routledge, Taylor & Francis Group Country of Publication: England NLM ID: 8908762 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-7027 (Electronic) Linking ISSN: 10410236 NLM ISO Abbreviation: Health Commun Subsets: MEDLINE

Výrazy zo slovníka MeSH: Prostheses and Implants*/psychology , Attitude to Computers* , Artificial Intelligence* , Attitude to Health*, Dimensionality Reduction ; Interviews as Topic ; Qualitative Research ; Dental Implants ; Cochlear Implants ; Humans ; Male ; Female ; Adult ; Middle Aged ; Aged ; Aged, 80 and over

Identifying critical intervention, contextual and implementation features in systematic reviews: Intervention component analysis ten years on.

Autori: Sutcliffe K Kneale D

Zdroj: International journal of nursing studies [Int J Nurs Stud] 2025 Oct; Vol. 170, pp. 105144. Date of Electronic Publication: 2025 Jun 18.

Spôsob vydávania: Journal Article; Review

Informácie o časopise: Publisher: Pergamon Press Country of Publication: England NLM ID: 0400675 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-491X (Electronic) Linking ISSN: 00207489 NLM ISO Abbreviation: Int J Nurs Stud Subsets: MEDLINE

Výrazy zo slovníka MeSH: Systematic Reviews as Topic* , Algorithms*, Humans ; Dimensionality Reduction ; Regression Analysis

Evaluating Dimensionality Reduction for Patient-Reported Outcome-Based Survival Modeling in Patients With Head and Neck Cancer.

Autori: Anyimadu EA Wang Y Moreno AC a ďalší

Zdroj: JCO clinical cancer informatics [JCO Clin Cancer Inform] 2025 Oct; Vol. 9, pp. e2500069. Date of Electronic Publication: 2025 Oct 15.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: American Society of Clinical Oncology Country of Publication: United States NLM ID: 101708809 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2473-4276 (Electronic) Linking ISSN: 24734276 NLM ISO Abbreviation: JCO Clin Cancer Inform Subsets: MEDLINE

Výrazy zo slovníka MeSH: Patient Reported Outcome Measures* , Head and Neck Neoplasms*/mortality , Head and Neck Neoplasms*/therapy , Head and Neck Neoplasms*/pathology, Humans ; Male ; Female ; Middle Aged ; Retrospective Studies ; Aged ; Adult ; Prognosis ; Dimensionality Reduction

Development of dimensionality reduction techniques for deep learning-based pattern recognition systems.

Autori: Alvarado Pérez, Juan Carlos

Thesis Advisors: García García, Miguel Angel, Puig Valls, Domènec Savi

Zdroj: TDX (Tesis Doctorals en Xarxa)

Predmety: Reducció de dimensió, Xarxes neuronals profundes, Mètodes espectrals, Reducción de dimensión, Redes neuronales profundas, Métodos espectrales, Dimensionality reduction, Deep neural networks, Spectral methods, Enginyeria i arquitectura

Time: 515.1

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/10803/695289