Search Results - "Machine learning"

Development and Internal Validation of a Machine Learning-Based Classification Model for Identifying Cognitive Frailty in Older Inpatients with Type 2 Diabetes Mellitus.

Authors: Wang S Tan T Wang Q et al.

Source: Clinical interventions in aging [Clin Interv Aging] 2026 Jul 01; Vol. 21, pp. 594752. Date of Electronic Publication: 2026 Jul 01 (Print Publication: 2026).

Publication Type: Journal Article; Validation Study

Journal Info: Publisher: Dove Medical Press Country of Publication: New Zealand NLM ID: 101273480 Publication Model: eCollection Cited Medium: Internet ISSN: 1178-1998 (Electronic) Linking ISSN: 11769092 NLM ISO Abbreviation: Clin Interv Aging Subsets: MEDLINE

Development and Interpretation of a Machine Learning-Based Predictive Model Using Clinical Parameters for Eosinophilic Chronic Rhinosinusitis With Nasal Polyps.

Authors: Liu L Pei S Liu Z et al.

Source: American journal of rhinology & allergy [Am J Rhinol Allergy] 2026 Jul; Vol. 40 (4), pp. 316-326. Date of Electronic Publication: 2026 Mar 18.

Publication Type: Journal Article

Journal Info: Publisher: SAGE Publications Country of Publication: United States NLM ID: 101490775 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1945-8932 (Electronic) Linking ISSN: 19458932 NLM ISO Abbreviation: Am J Rhinol Allergy Subsets: MEDLINE

An Interpretable Machine Learning Model for Early Multitemporal Prediction of Onset of Acute Kidney Injury in Intensive Care Unit Patients with Severe Trauma.

Authors: Gao B Jin H Zhang Y et al.

Source: Journal of intensive care medicine [J Intensive Care Med] 2026 Jul; Vol. 41 (7), pp. 630-642. Date of Electronic Publication: 2025 Oct 29.

Publication Type: Journal Article

Journal Info: Publisher: Sage Publications Country of Publication: United States NLM ID: 8610344 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-1489 (Electronic) Linking ISSN: 08850666 NLM ISO Abbreviation: J Intensive Care Med Subsets: MEDLINE

Early Prediction of Delirium in ICU Patients Using Machine Learning Analysis of Admission Data.

Authors: Akbarishandiz S Cui W Bime C et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 519-523.

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

Machine Learning Approaches for Mortality Prediction in ARDS.

Authors: Huo X Bime C Finkelstein J

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 431-435.

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

Explainable Machine Learning Analysis of Perioperative Factors Associated with Clinically Significant Emergence Agitation After Pediatric Ophthalmic Surgery.

Authors: Lim JA Kim J Kong M et al.

Source: Medicina (Kaunas, Lithuania) [Medicina (Kaunas)] 2026 Jun 19; Vol. 62 (6). Date of Electronic Publication: 2026 Jun 19.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 9425208 Publication Model: Electronic Cited Medium: Internet ISSN: 1648-9144 (Electronic) Linking ISSN: 1010660X NLM ISO Abbreviation: Medicina (Kaunas) Subsets: MEDLINE

A machine learning model for diabetic retinopathy risk stratification using routine blood and urine parameters: insights into kidney-eye crosstalk.

Authors: Wang Y Yao L Chen T et al.

Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2026 Jun 17; Vol. 17, pp. 1843412. Date of Electronic Publication: 2026 Jun 17 (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

Integrating lipid-related composite indices and explainable machine learning for coronary heart disease risk assessment.

Authors: Liu Y Chen X Hu Y et al.

Source: Frontiers in public health [Front Public Health] 2026 Jun 17; Vol. 14, pp. 1849932. Date of Electronic Publication: 2026 Jun 17 (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

Machine Learning-Based Classification of BI-RADS 4 and BI-RADS 5 Microcalcifications in Mammography Combined with DCE-MRI for Malignant-Benign Discrimination.

Authors: Ünal S Açıkgözoğlu E

Source: Tomography (Ann Arbor, Mich.) [Tomography] 2026 Jun 17; Vol. 12 (6). Date of Electronic Publication: 2026 Jun 17.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101671170 Publication Model: Electronic Cited Medium: Internet ISSN: 2379-139X (Electronic) Linking ISSN: 23791381 NLM ISO Abbreviation: Tomography Subsets: MEDLINE

Multi-center validation of a machine learning model for early detection of monoclonal immunoglobulin-related disorders using routine laboratory data.

Authors: Hu Y Hao X Li X et al.

Source: Frontiers in immunology [Front Immunol] 2026 Jun 16; Vol. 17, pp. 1856505. Date of Electronic Publication: 2026 Jun 16 (Print Publication: 2026).

Publication Type: Journal Article; Multicenter Study; Validation Study

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

Multimodal Machine Learning Integrating Clinical and Proteomic Data for Early Prediction of Hypertensive Complications: A UKB Longitudinal Study.

Authors: Fei Y Liu S Tong T et al.

Source: Journal of the American Heart Association [J Am Heart Assoc] 2026 Jun 16; Vol. 15 (12), pp. e048151. Date of Electronic Publication: 2026 Jun 15.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 101580524 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2047-9980 (Electronic) Linking ISSN: 20479980 NLM ISO Abbreviation: J Am Heart Assoc Subsets: MEDLINE

Development and validation of diagnostic prediction models for central precocious puberty in girls based on machine learning: a multicenter retrospective study.

Authors: Wu W Su Z Wei H et al.

Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2026 Jun 15; Vol. 17, pp. 1857867. Date of Electronic Publication: 2026 Jun 15 (Print Publication: 2026).

Publication Type: Journal Article; Multicenter Study; Validation Study; Research Support, Non-U.S. Gov't

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

Developing and evaluating machine learning-based risk models for metabolic syndrome among nurses: a cross-sectional study.

Authors: Feng X Zhu X Peng J et al.

Source: Frontiers in public health [Front Public Health] 2026 Jun 11; Vol. 14, pp. 1767549. Date of Electronic Publication: 2026 Jun 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

Population mobility and disease progression in people living with HIV: a machine learning analysis of a 10-year dynamic cohort.

Authors: Luo Y Li H Fan X et al.

Source: Frontiers in public health [Front Public Health] 2026 Jun 05; Vol. 14, pp. 1856172. Date of Electronic Publication: 2026 Jun 05 (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

Machine learning risk stratification to identify people living with HIV at high risk of delayed ART and advanced immunosuppression: a precision public health approach.

Authors: Yin J Li T Jin J et al.

Source: Frontiers in public health [Front Public Health] 2026 Jun 05; Vol. 14, pp. 1835733. Date of Electronic Publication: 2026 Jun 05 (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

Machine learning-based prediction models for severe Mycoplasma pneumoniae pneumonia in Chinese children: a systematic review and meta-analysis of prediction model performance.

Authors: Cao J Nie J Wu D et al.

Source: Frontiers in public health [Front Public Health] 2026 Jun 03; Vol. 14, pp. 1793116. Date of Electronic Publication: 2026 Jun 03 (Print Publication: 2026).

Publication Type: Journal Article; Systematic Review; Meta-Analysis

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

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

Predicting Depression Risk in Physically Inactive Older Adults Using Dietary Antioxidants and Machine Learning: A SHAP-Interpretable Analysis of NHANES.

Authors: ShangGuan Y Wu K Li D et al.

Source: CNS neuroscience & therapeutics [CNS Neurosci Ther] 2026 Jun; Vol. 32 (6), pp. e70961.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 101473265 Publication Model: Print Cited Medium: Internet ISSN: 1755-5949 (Electronic) Linking ISSN: 17555930 NLM ISO Abbreviation: CNS Neurosci Ther Subsets: MEDLINE

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

An explainable predictive machine learning model of osteopenia for perimenopausal women based on clinical data: a retrospective single-center study.

Authors: Zhuo X Zeng H Chen H et al.

Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2026 May 29; Vol. 17, pp. 1817729. Date of Electronic Publication: 2026 May 29 (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