Search Results - "Classification"

Hierarchical Deep Learning Framework for Skin Disease and Cancer Classification Performance Enhancement.

Authors: Chaitan C Tengjongdee S Pechprasarn S et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 01; Vol. 26 (9). Date of Electronic Publication: 2026 May 01.

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

Transliterated Title: Depressive Störungen – von der ICD-10 zur ICD-11.

Authors: Geissler S Schulte-Körne G Greimel E

Source: Zeitschrift fur Kinder- und Jugendpsychiatrie und Psychotherapie [Z Kinder Jugendpsychiatr Psychother] 2026 May; Vol. 54 (3), pp. 166-178. Date of Electronic Publication: 2025 Nov 12.

Publication Type: English Abstract; Journal Article; Review

Journal Info: Publisher: Verlag Hans Huber Country of Publication: Switzerland NLM ID: 9801717 Publication Model: Print-Electronic Cited Medium: Print ISSN: 1422-4917 (Print) Linking ISSN: 14224917 NLM ISO Abbreviation: Z Kinder Jugendpsychiatr Psychother Subsets: MEDLINE

Misclassification bias in chronic disease case ascertainment algorithms: a reclassification approach.

Transliterated Title: Biais de classification dans les algorithmes de recensement des cas de maladies chroniques : une approche de reclassification.

Authors: Hamm NC Marrie RA Jiang D et al.

Source: Health promotion and chronic disease prevention in Canada : research, policy and practice [Health Promot Chronic Dis Prev Can] 2026 May; Vol. 46 (5), pp. 189-197.

Publication Type: Journal Article

Journal Info: Publisher: Public Health Agency of Canada = Agence de la santé publique du Canada Country of Publication: Canada NLM ID: 101648506 Publication Model: Print Cited Medium: Internet ISSN: 2368-738X (Electronic) Linking ISSN: 2368738X NLM ISO Abbreviation: Health Promot Chronic Dis Prev Can Subsets: MEDLINE

Explainable Artificial Intelligence for Clinical Text Classification: A Scoping Review of Methods and Applications.

Authors: Sridi H Redjdal A Seroussi B

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 492-496.

Publication Type: Journal Article; Scoping Review

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 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

TriDermCancerNet: A hybrid deep learning framework for skin cancer classification.

Authors: Fiaz B Khan MA Zafar A et al.

Source: The Journal of international medical research [J Int Med Res] 2026 Jun; Vol. 54 (6), pp. 3000605261461235. Date of Electronic Publication: 2026 Jun 23.

Publication Type: Journal Article

Journal Info: Publisher: Sage Publications Country of Publication: England NLM ID: 0346411 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1473-2300 (Electronic) Linking ISSN: 03000605 NLM ISO Abbreviation: J Int Med Res Subsets: MEDLINE

An improved decision tree model through hyperparameter optimization using a modified gray wolf optimization for diabetes classification.

Authors: Sam'an M Farikhin Munsarif M

Source: Computer methods in biomechanics and biomedical engineering [Comput Methods Biomech Biomed Engin] 2026 Jun; Vol. 29 (8), pp. 1843-1859. Date of Electronic Publication: 2025 Feb 13.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9802899 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-8259 (Electronic) Linking ISSN: 10255842 NLM ISO Abbreviation: Comput Methods Biomech Biomed Engin Subsets: MEDLINE

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

Norovirus in the UK Biobank: Silver-Standard Labels, Semi-Supervised Models.

Authors: Nee S Marschollek M Illig T et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 248-249.

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

Classifying Clinical Evidence Levels of Cancer Variants in Biomedical Literature Using Machine Learning and Large Language Models.

Authors: Credidio G Größler M Roth B et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 854-858.

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

Comparing machine and deep learning models for pediatric anxiety classification using structured EHRs and area-based measures of health data.

Authors: Lee EW Choo S Maguire D et al.

Source: PloS one [PLoS One] 2026 May 12; Vol. 21 (5), pp. e0324673. Date of Electronic Publication: 2026 May 12 (Print Publication: 2026).

Publication Type: Journal Article; Comparative Study

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

Retinal disease classification from OCT images using EfficientNetB3 with neutrosophic similarity score enhancement.

Authors: M D Grace GH

Source: Journal of applied clinical medical physics [J Appl Clin Med Phys] 2026 May; Vol. 27 (5), pp. e70573.

Publication Type: Journal Article

Journal Info: Publisher: Wiley on behalf of American Association of Physicists in Medicine Country of Publication: United States NLM ID: 101089176 Publication Model: Print Cited Medium: Internet ISSN: 1526-9914 (Electronic) Linking ISSN: 15269914 NLM ISO Abbreviation: J Appl Clin Med Phys Subsets: MEDLINE

Predicting Diabetic Foot Ulcer Outcomes: Machine Learning-Based Refinement of IWGDF-Approved Classifications for Outpatient Services.

Authors: Mostafavi F Amini MR Mehrabi Y et al.

Source: Endocrinology, diabetes & metabolism [Endocrinol Diabetes Metab] 2026 May; Vol. 9 (3), pp. e70193.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley & Sons Ltd Country of Publication: England NLM ID: 101732442 Publication Model: Print Cited Medium: Internet ISSN: 2398-9238 (Electronic) Linking ISSN: 23989238 NLM ISO Abbreviation: Endocrinol Diabetes Metab Subsets: MEDLINE

Comparative evaluation of deep learning models for plant disease classification with edge-aware performance analysis.

Authors: Hasani Z Fondaj J Bytyqi D et al.

Source: PloS one [PLoS One] 2026 Jun 18; Vol. 21 (6), pp. e0349901. Date of Electronic Publication: 2026 Jun 18 (Print Publication: 2026).

Publication Type: Journal Article; Comparative Study

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

From Species Identification to Empirical Therapy: A Machine Learning and Rule-Based Decision Support Framework for Antifungal Resistance Prediction in ICU Candida Infections.

Authors: Solomon MP Mahler B Ditu LM et al.

Source: Medical sciences (Basel, Switzerland) [Med Sci (Basel)] 2026 Jun 15; Vol. 14 (2). Date of Electronic Publication: 2026 Jun 15.

Publication Type: Journal Article

Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101629322 Publication Model: Electronic Cited Medium: Internet ISSN: 2076-3271 (Electronic) Linking ISSN: 20763271 NLM ISO Abbreviation: Med Sci (Basel) Subsets: MEDLINE

Development of a deep learning based framework for classification of Indian venomous snakes integrated with explainable artificial intelligence for primary and emergency care providers.

Authors: Manna IIA Wagle U Balaji B et al.

Source: PLoS neglected tropical diseases [PLoS Negl Trop Dis] 2026 Jun 05; Vol. 20 (6), pp. e0014147. 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: 101291488 Publication Model: eCollection Cited Medium: Internet ISSN: 1935-2735 (Electronic) Linking ISSN: 19352727 NLM ISO Abbreviation: PLoS Negl Trop Dis Subsets: MEDLINE

Dementia etiology classification using NULISA plasma biomarkers and machine learning.

Authors: DuBois KN Pal S Maher AC et al.

Source: Alzheimer's & dementia : the journal of the Alzheimer's Association [Alzheimers Dement] 2026 Jun; Vol. 22 (6), pp. e71603.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley & Sons, Ltd Country of Publication: United States NLM ID: 101231978 Publication Model: Print Cited Medium: Internet ISSN: 1552-5279 (Electronic) Linking ISSN: 15525260 NLM ISO Abbreviation: Alzheimers Dement Subsets: MEDLINE

EAGP: an efficient generative augmentation framework for phage protein classification under severe class imbalance.

Authors: Li J Li H Wang Y et al.

Source: Bioinformatics (Oxford, England) [Bioinformatics] 2026 Jun 01; Vol. 42 (6).

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

Gallstone disease classification using SLOA-optimized CatBoost classifier with explainable AI.

Authors: Das P Khan MAU Sarker P et al.

Source: PloS one [PLoS One] 2026 Jun 01; Vol. 21 (6), pp. e0342945. Date of Electronic Publication: 2026 Jun 01 (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

LightGBM-Based Classification of Heart Failure Phenotypes Using Morpho-Energy Features from High-Resolution ECG.

Authors: Gader MA Karmani S Djemal R et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 27; Vol. 26 (11). Date of Electronic Publication: 2026 May 27.

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