Search Results - "Discriminant analysis"

Sensitivity of Frequency Domain Near Infrared Spectroscopy for Neurovascular Structure Detection in Biotissue Volume: Numerical Modeling Results.

Authors: Belsheva M Safonova L Shkarubo A

Source: Journal of biophotonics [J Biophotonics] 2025 Dec; Vol. 18 (12), pp. e202400291. Date of Electronic Publication: 2024 Sep 10.

Publication Type: Journal Article

Journal Info: Publisher: Wiley-VCH Country of Publication: Germany NLM ID: 101318567 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1864-0648 (Electronic) Linking ISSN: 1864063X NLM ISO Abbreviation: J Biophotonics Subsets: MEDLINE

Distinguishing Pain and No Pain in Musicians Through Machine Learning Analysis of Musculoskeletal Data.

Authors: Gärtner K Ballenberger N Hübner UH

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 148-152.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Metabolomics analysis identifies differential metabolites and potential diagnostic biomarkers among pediatric sepsis subtypes.

Authors: Zhuang S Zuo L

Source: PloS one [PLoS One] 2026 Jun 11; Vol. 21 (6), pp. e0351295. Date of Electronic Publication: 2026 Jun 11 (Print Publication: 2026).

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

Machine Learning and the Use of Spectroscopy for Adulteration Detection in Turmeric Powder.

Authors: Kisalaei A Sharabiani VR Banakar A et al.

Source: Molecules (Basel, Switzerland) [Molecules] 2026 May 21; Vol. 31 (10). Date of Electronic Publication: 2026 May 21.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 100964009 Publication Model: Electronic Cited Medium: Internet ISSN: 1420-3049 (Electronic) Linking ISSN: 14203049 NLM ISO Abbreviation: Molecules Subsets: MEDLINE

Explainable AI-driven diagnosis model for early glaucoma detection using grey-wolf optimized extreme learning machine approach.

Authors: Muduli D Sharma SK Dash S et al.

Source: PLoS computational biology [PLoS Comput Biol] 2026 May 04; Vol. 22 (5), pp. e1013139. Date of Electronic Publication: 2026 May 04 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE

Comparative Evaluation of Portable and Benchtop NIR Spectroscopy and Hyperspectral Imaging for Detecting Honey Adulteration.

Authors: Bilgin AB Vega-Castellote M Entrenas JA et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Apr 29; Vol. 26 (9). Date of Electronic Publication: 2026 Apr 29.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Electronic Nose-Based Exhaled Volatile Organic Compound Pattern Recognition and Multivariate Signal Analysis for Discriminating Idiopathic Pulmonary Fibrosis from Autoimmune Usual Interstitial Pneumonia.

Authors: Di Marco M Marinelli A Quaranta VN et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Apr 23; Vol. 26 (9). Date of Electronic Publication: 2026 Apr 23.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Near-Infrared Spectroscopy-Based Discriminant Analysis for the Classification of Coffee Quality in Dry Parchment and Green Coffee.

Authors: Gómez CR Ortiz A Osorio Pérez V

Source: Molecules (Basel, Switzerland) [Molecules] 2026 Apr 23; Vol. 31 (9). Date of Electronic Publication: 2026 Apr 23.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 100964009 Publication Model: Electronic Cited Medium: Internet ISSN: 1420-3049 (Electronic) Linking ISSN: 14203049 NLM ISO Abbreviation: Molecules Subsets: MEDLINE

Assessing the Resilience of sEMG Classifiers to Sensor Malfunction and Signal Saturation.

Authors: Zhang C Zhou D Fang Y et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Apr 13; Vol. 26 (8). Date of Electronic Publication: 2026 Apr 13.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

A computer vision approach for the grading of cotton base load ages in measuring the performance of washing machine.

Authors: Ma S Bai X Bai Y et al.

Source: PloS one [PLoS One] 2026 Apr 10; Vol. 21 (4), pp. e0342045. Date of Electronic Publication: 2026 Apr 10 (Print Publication: 2026).

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

A Sensitive Multichannel Fluorescent Polymer Sensor Array for the Detection of Protein Fluctuations in Serum.

Authors: Yang J Alves C Nazir K et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Apr 09; Vol. 26 (8). Date of Electronic Publication: 2026 Apr 09.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

FTIR-ATR Spectroscopy and Chemometrics for Varietal Screening of PDO Douro Monovarietal Wines: An Exploratory Feasibility Study.

Authors: Vieira  Nascimento APS Branco MZ et al.

Source: Molecules (Basel, Switzerland) [Molecules] 2026 Mar 17; Vol. 31 (6). Date of Electronic Publication: 2026 Mar 17.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 100964009 Publication Model: Electronic Cited Medium: Internet ISSN: 1420-3049 (Electronic) Linking ISSN: 14203049 NLM ISO Abbreviation: Molecules Subsets: MEDLINE

Identifying key performance tests in differentiating starting and substitute women Rugby players: a discriminant function analysis.

Authors: Gençoğlu C Akkaya CC Tortu E et al.

Source: Frontiers in public health [Front Public Health] 2026 Jan 26; Vol. 13, pp. 1722936. Date of Electronic Publication: 2026 Jan 26 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

Interpretable Biomechanical Feature Selection for VR Exercise Assessment Using SHAP and LDA.

Authors: Czajkowska U Żuk M Popek M et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jan 10; Vol. 26 (2). Date of Electronic Publication: 2026 Jan 10.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Geographical Authentication of Aquilaria sinensis Using Integrated C and O Stable Isotope Analysis Coupled with Chemometric Profiling.

Authors: Zeng L Lin G He X et al.

Source: Molecules (Basel, Switzerland) [Molecules] 2026 Mar 30; Vol. 31 (7). Date of Electronic Publication: 2026 Mar 30.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 100964009 Publication Model: Electronic Cited Medium: Internet ISSN: 1420-3049 (Electronic) Linking ISSN: 14203049 NLM ISO Abbreviation: Molecules Subsets: MEDLINE

Early Detection and Classification of Gibberella Zeae Contamination in Maize Kernels Using SWIR Hyperspectral Imaging and Machine Learning.

Authors: Liu K Li S Shi W et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Mar 14; Vol. 26 (6). Date of Electronic Publication: 2026 Mar 14.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Multispectral Fluorescence Imaging for Fast Identification of Cold Stress in Pepper Plants.

Authors: Hernanda RAP Jung W Park MH et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Mar 12; Vol. 26 (6). Date of Electronic Publication: 2026 Mar 12.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Radiographic femoral measurements for sex and species classification in dogs and cats using machine learning.

Authors: Takcı L Kürtül İ

Source: Journal of veterinary science [J Vet Sci] 2026 Mar; Vol. 27 (2), pp. e29.

Publication Type: Journal Article

Journal Info: Publisher: Korean Society of Veterinary Science Country of Publication: Korea (South) NLM ID: 100964185 Publication Model: Print Cited Medium: Internet ISSN: 1976-555X (Electronic) Linking ISSN: 1229845X NLM ISO Abbreviation: J Vet Sci Subsets: MEDLINE

Chemometric Analysis of Fourier Transform Infrared Spectra for the Detection of Cotinine in Fingernails of E-Cigarette Users.

Authors: Yu YG Kamaruzaman PDI Ganaprakasam SW et al.

Source: Molecules (Basel, Switzerland) [Molecules] 2026 Feb 27; Vol. 31 (5). Date of Electronic Publication: 2026 Feb 27.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 100964009 Publication Model: Electronic Cited Medium: Internet ISSN: 1420-3049 (Electronic) Linking ISSN: 14203049 NLM ISO Abbreviation: Molecules Subsets: MEDLINE

Explainable AI for gait speed analysis from multimodal data fusion.

Authors: Alharthi A Al Ayidh A Alqurashi A et al.

Source: PloS one [PLoS One] 2026 Feb 27; Vol. 21 (2), pp. e0341067. Date of Electronic Publication: 2026 Feb 27 (Print Publication: 2026).

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