Search Results - "Machine learning"

Artificial Intelligence-Based Prediction of Recurrence and Personalized Treatment Planning in Pediatric Pilonidal Sinus Disease.

Authors: Öztaş T Çal S Akdeniz S et al.

Source: Surgical innovation [Surg Innov] 2026 Jun; Vol. 33 (3), pp. 225-233. Date of Electronic Publication: 2025 Dec 23.

Publication Type: Evaluation Study; Journal Article

Journal Info: Publisher: Sage Publications Country of Publication: United States NLM ID: 101233809 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1553-3514 (Electronic) Linking ISSN: 15533506 NLM ISO Abbreviation: Surg Innov Subsets: MEDLINE

Explainable machine learning-based mortality risk stratification for older adults with COVID-19: pinpointing core immunological biomarkers and revealing dose-threshold effects.

Authors: Luo L Wang L Wang H et al.

Source: Frontiers in immunology [Front Immunol] 2026 May 25; Vol. 17, pp. 1789048. Date of Electronic Publication: 2026 May 25 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101560960 Publication Model: eCollection Cited Medium: Internet ISSN: 1664-3224 (Electronic) Linking ISSN: 16643224 NLM ISO Abbreviation: Front Immunol Subsets: MEDLINE

Identifying risk factors for vasculogenic etiology in patients with erectile dysfunction based on clinical features and machine learning.

Authors: Wang J Wu Y Zhang X et al.

Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2026 May 21; Vol. 17, pp. 1849563. Date of Electronic Publication: 2026 May 21 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101555782 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2392 (Print) Linking ISSN: 16642392 NLM ISO Abbreviation: Front Endocrinol (Lausanne) Subsets: MEDLINE

Preoperative risk stratification for pathological upgrading in colorectal polyps using explainable machine learning: implications for screening optimization and resource allocation.

Authors: Yang B Zhang C Gong M

Source: Frontiers in public health [Front Public Health] 2026 May 21; Vol. 14, pp. 1845071. Date of Electronic Publication: 2026 May 21 (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

A machine learning-based online prediction model for recurrence risk in patients with Klebsiella pneumoniae liver abscess: a multicenter retrospective study.

Authors: Zhang L Wang Y Dong Y et al.

Source: Frontiers in cellular and infection microbiology [Front Cell Infect Microbiol] 2026 May 20; Vol. 16, pp. 1830022. Date of Electronic Publication: 2026 May 20 (Print Publication: 2026).

Publication Type: Journal Article; Multicenter Study; Validation Study

Journal Info: Publisher: Frontiers Media SA Country of Publication: Switzerland NLM ID: 101585359 Publication Model: eCollection Cited Medium: Internet ISSN: 2235-2988 (Electronic) Linking ISSN: 22352988 NLM ISO Abbreviation: Front Cell Infect Microbiol Subsets: MEDLINE

Identifying early key influencing factors of positive results in the early screening for postpartum depression with interpretable machine learning.

Authors: Lin S Wang Y Han X et al.

Source: Frontiers in public health [Front Public Health] 2026 May 15; Vol. 14, pp. 1761983. Date of Electronic Publication: 2026 May 15 (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

Identification of BMI-related high-risk feature combinations for diabetes among young adults with normal baseline fasting plasma glucose using interpretable machine learning: a health check-up cohort study.

Authors: Xu Z Zhang Y Zhang H

Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2026 May 15; Vol. 17, pp. 1850071. Date of Electronic Publication: 2026 May 15 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101555782 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2392 (Print) Linking ISSN: 16642392 NLM ISO Abbreviation: Front Endocrinol (Lausanne) Subsets: MEDLINE

Development and external validation of an interpretable machine learning model for diagnosing coronary heart disease in patients with type 2 diabetes and MASLD.

Authors: Deng C Feng L Li T et al.

Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2026 May 15; Vol. 17, pp. 1830594. Date of Electronic Publication: 2026 May 15 (Print Publication: 2026).

Publication Type: Journal Article; Validation Study

Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101555782 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2392 (Print) Linking ISSN: 16642392 NLM ISO Abbreviation: Front Endocrinol (Lausanne) Subsets: MEDLINE

Lipid metabolism-based machine learning models for predicting large for gestational age in non-diabetic pregnancies.

Authors: Liu W Xu Y Mi C et al.

Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2026 May 15; Vol. 17, pp. 1758008. Date of Electronic Publication: 2026 May 15 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101555782 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2392 (Print) Linking ISSN: 16642392 NLM ISO Abbreviation: Front Endocrinol (Lausanne) Subsets: MEDLINE

Prediction of Lithium Therapeutic Target Attainment in Adolescents Using an XGBoost Model: A Single-Center Retrospective Study.

Authors: Yan K Gao R Ju G et al.

Source: Drug design, development and therapy [Drug Des Devel Ther] 2026 May 15; Vol. 20, pp. 589767. Date of Electronic Publication: 2026 May 15 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Dove Press Limited Country of Publication: New Zealand NLM ID: 101475745 Publication Model: eCollection Cited Medium: Internet ISSN: 1177-8881 (Electronic) Linking ISSN: 11778881 NLM ISO Abbreviation: Drug Des Devel Ther Subsets: MEDLINE

Predictive value of thyroid autoantibodies for coronary heart disease severity in individuals with normal thyroid function based on machine learning and SHAP interpretation.

Authors: Liang N Ma H Wang X et al.

Source: Frontiers in immunology [Front Immunol] 2026 May 12; Vol. 17, pp. 1803188. Date of Electronic Publication: 2026 May 12 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101560960 Publication Model: eCollection Cited Medium: Internet ISSN: 1664-3224 (Electronic) Linking ISSN: 16643224 NLM ISO Abbreviation: Front Immunol Subsets: MEDLINE

Machine Learning-Based Prediction of Performance Gaps in Rowing and Identification of Key Training Monitoring Indicators.

Authors: Li J Liu G Wang W et al.

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

Machine learning models for predicting postoperative delirium after noncardiac surgery: A comparative study.

Authors: Yang Y Zhu P

Source: The Journal of international medical research [J Int Med Res] 2026 May; Vol. 54 (5), pp. 3000605261444511. Date of Electronic Publication: 2026 May 31.

Publication Type: Journal Article; Comparative Study

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

Integrating Phenotypic and Genomic Data with Machine Learning to Predict Antimicrobial Resistance and Identify Genetic Biomarkers in E. coli.

Authors: Adeyemi SH Paudel R

Source: International journal of environmental research and public health [Int J Environ Res Public Health] 2026 Apr 27; Vol. 23 (5). Date of Electronic Publication: 2026 Apr 27.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101238455 Publication Model: Electronic Cited Medium: Internet ISSN: 1660-4601 (Electronic) Linking ISSN: 16604601 NLM ISO Abbreviation: Int J Environ Res Public Health Subsets: MEDLINE

Spatial Suitability of Peste des Petits Ruminants in North Africa Using Machine-Learning Ecological Niche Modeling.

Authors: Imanbayeva D Alkhamis MA Humphreys JM et al.

Source: Pathogens (Basel, Switzerland) [Pathogens] 2026 Apr 24; Vol. 15 (5). Date of Electronic Publication: 2026 Apr 24.

Publication Type: Journal Article

Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101596317 Publication Model: Electronic Cited Medium: Internet ISSN: 2076-0817 (Electronic) Linking ISSN: 20760817 NLM ISO Abbreviation: Pathogens Subsets: MEDLINE

The Evaluation of Machine Learning Models Using Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF-MS) Spectra for the Prediction of Antibiotic Resistance in Klebsiella pneumoniae.

Authors: Fordham SME; Department of Life & Environmental Sciences, Bournemouth University, Poole, UK.

Source: MicrobiologyOpen [Microbiologyopen] 2026 Apr; Vol. 15 (2), pp. e70257.

Publication Type: Journal Article; Evaluation Study; Review

Journal Info: Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 101588314 Publication Model: Print Cited Medium: Internet ISSN: 2045-8827 (Electronic) Linking ISSN: 20458827 NLM ISO Abbreviation: Microbiologyopen Subsets: MEDLINE

Interpretable LightGBM model with SHAP analysis predicts non-excellent response to initial radioiodine therapy in differentiated thyroid carcinoma.

Authors: Luo Z Lei Y Zhang Q

Source: Journal of applied clinical medical physics [J Appl Clin Med Phys] 2026 Apr; Vol. 27 (4), pp. e70555.

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

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

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

Leveraging nonlinear relationships and interactions to improve 30-day pneumonia readmission machine learning models.

Authors: Mortensen EM Atuegwu N Sacco SJ

Source: PloS one [PLoS One] 2026 Jun 05; Vol. 21 (6), pp. e0349804. 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