Search Results - "Classification algorithms"

Multimodal phenotypic classification of generalized anxiety and panic using structural MRI data and psychosocial factors: machine learning results from the German National Cohort (NAKO) study.

Authors: Gutzeit J Weiß M Kuhn T et al.

Source: Translational psychiatry [Transl Psychiatry] 2026 May 28; Vol. 16 (1). Date of Electronic Publication: 2026 May 28.

Publication Type: Journal Article

Journal Info: Publisher: Nature Pub. Group Country of Publication: United States NLM ID: 101562664 Publication Model: Electronic Cited Medium: Internet ISSN: 2158-3188 (Electronic) Linking ISSN: 21583188 NLM ISO Abbreviation: Transl Psychiatry Subsets: MEDLINE

An EEG-Based Edge-AI Framework for Alzheimer's and Creutzfeldt-Jakob Disease Classification.

Authors: Suffian M Ieracitano C Mammone N et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 21; Vol. 26 (10). Date of Electronic Publication: 2026 May 21.

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

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

A Study of Classification Methods for Structural Changes in Japanese Medical Institutions Using Generative AI.

Authors: Araki M Mitsuyama S Matsuo H

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1056-1057.

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

A machine learning approach with SHAP interpretability for classifying drug craving levels.

Authors: Zeng W Liu F Liang T et al.

Source: Frontiers in public health [Front Public Health] 2026 May 11; Vol. 14, pp. 1752380. Date of Electronic Publication: 2026 May 11 (Print Publication: 2026).

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

Deep Learning for Disease Detection: Building a Leaf Image Classifier for Roses.

Authors: Georgescu MȘ Răileanu S Ungureanu C et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 11; Vol. 26 (10). Date of Electronic Publication: 2026 May 11.

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 multi-view TSK fuzzy system with deformable Gaussian membership functions and rule-level attention for classification.

Authors: Huang Z Jiang Y Xia K

Source: PloS one [PLoS One] 2026 May 11; Vol. 21 (5), pp. e0348610. Date of Electronic Publication: 2026 May 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

Two-Stage Dynamic Fusion Framework for Multimodal Classification Tasks.

Authors: Ge, Shoumeng Chen, Ying

Source: INFORMS Journal on Computing. Mar/Apr2026, Vol. 38 Issue 2, p625-644. 20p.

Hierarchy-Aware and Knowledge-Guided Learning for Multi-Label Classification of Retinal Diseases From Fundus Images.

Authors: Yang Z Li Y Liu Y

Source: IEEE transactions on medical imaging [IEEE Trans Med Imaging] 2026 Jun; Vol. 45 (6), pp. 3262-3275.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 8310780 Publication Model: Print Cited Medium: Internet ISSN: 1558-254X (Electronic) Linking ISSN: 02780062 NLM ISO Abbreviation: IEEE Trans Med Imaging Subsets: MEDLINE

Federated Learning for Medical Image Classification: A Comprehensive Benchmark.

Authors: Zhou Z Luo G Chen M et al.

Source: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2026 Jun; Vol. 30 (6), pp. 5339-5352.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

EEG-based stress classification using time-domain features and segmentation techniques.

Authors: Rauf U Zahid A Qadeer A et al.

Source: Scientific reports [Sci Rep] 2026 May 28; Vol. 16 (1). Date of Electronic Publication: 2026 May 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

Evaluating ensemble learning approaches for horizontal gene transfer detection.

Authors: Wijaya AJ Anžel A Hattab G

Source: Scientific reports [Sci Rep] 2026 May 28; Vol. 16 (1). Date of Electronic Publication: 2026 May 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

Maximizing pancreatic carcinoma classification performance using parrot optimized vision transformer.

Authors: Mallika C Dinesh E Alsolai H et al.

Source: Scientific reports [Sci Rep] 2026 May 21; Vol. 16 (1). Date of Electronic Publication: 2026 May 21.

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

BC-SwinNet: Swin transformer and CNN with multi-objective optimization for multi-class breast cancer detection using Histopathological images.

Authors: Khan M Altaf M Khan NR et al.

Source: Scientific reports [Sci Rep] 2026 May 11; Vol. 16 (1). Date of Electronic Publication: 2026 May 11.

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

Diagnostic Feature Reconstruction for Enhanced Single-Lead ECG Classification.

Authors: Qi C Guo Y Yang Q et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 08; Vol. 26 (10). Date of Electronic Publication: 2026 May 08.

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

Exploring sex classification from earprints - A comparison of supervised machine learning algorithms and conventional linear discriminant analysis.

Authors: Rani D Krishan K

Source: Journal of forensic and legal medicine [J Forensic Leg Med] 2026 May; Vol. 120, pp. 103134. Date of Electronic Publication: 2026 Apr 15.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 101300022 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-7487 (Electronic) Linking ISSN: 1752928X NLM ISO Abbreviation: J Forensic Leg Med Subsets: MEDLINE

Geospatial variation and machine learning approaches to predict open defecation practice in Zambia.

Authors: Birlie AA Meshesha NA Tizie SB et al.

Source: PloS one [PLoS One] 2026 Jun 10; Vol. 21 (6), pp. e0350923. Date of Electronic Publication: 2026 Jun 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 deep learning-based fusion framework for robust fine-grained classification of sea turtles in support of marine biodiversity.

Authors: Chaisiriprasert P Deearom A

Source: PloS one [PLoS One] 2026 Jun 09; Vol. 21 (6), pp. e0344942. Date of Electronic Publication: 2026 Jun 09 (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

Exploration of comorbidity mechanisms between chronic pain and depression: Machine learning prediction models and SHAP interpretability analysis based on the CHARLS cohort.

Authors: Dai TM Yuan J Ma YY et al.

Source: PloS one [PLoS One] 2026 Jun 08; Vol. 21 (6), pp. e0349135. Date of Electronic Publication: 2026 Jun 08 (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

Focusing on legal cases: Automatic classification of legal documents with sentence embeddings and deep learning models.

Authors: Alarfaj FK; Department of Management Information Systems, School of Business, King Faisal University, Al Ahsa, Saudi Arabia.

Source: PloS one [PLoS One] 2026 Jun 05; Vol. 21 (6), pp. e0350673. Date of Electronic Publication: 2026 Jun 05 (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