*Showing* 1 - 20 *of* 2*number_thousands_separator*396*number_thousands_separator*911

Comparative analysis of supervised and ensemble models with unsupervised exploration for alzheimer's disease prediction.
Amr Y ; Gad W ; Leiva V ; et al.
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

Development of a High-Performance Ultrasound Prediction Model for the Diagnosis of Endometrial Cancer: An Interpretable XGBoost Algorithm Utilizing SHAP Analysis.
Lai H ; Wu Q ; Weng Z ; et al.
Publisher: John Wiley and Sons Country of Publication: England NLM ID: 8211547 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1550-9613 (Electronic) Linking ISSN: 02784297 NLM ISO Abbreviation: J Ultrasound Med Subsets: MEDLINE

Enhancing Anesthetic Depth Assessment via Unsupervised Machine Learning in Processed Electroencephalography Analysis: Novel Methodological Study.
Huang PY ; Hong WL ; Hee HZ ; et al.
Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE

Predicting postpartum glucose intolerance in women with gestational diabetes mellitus in primary care: A machine learning approach using XGBoost and SHAP values.
Idris NA ; Yusof NA ; Ismail MZH ; et al.
Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8508335 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8227 (Electronic) Linking ISSN: 01688227 NLM ISO Abbreviation: Diabetes Res Clin Pract Subsets: MEDLINE

Exploring the sustainable packaging sector through European companies' LinkedIn profiles with unsupervised machine learning.
Tsironis G ; Krauter V ; Tsagarakis KP
Publisher: Academic Press Country of Publication: England NLM ID: 0401664 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-8630 (Electronic) Linking ISSN: 03014797 NLM ISO Abbreviation: J Environ Manage Subsets: MEDLINE

Early prediction of pressure injury risk in hospitalized patients using supervised machine learning models based on nursing records.
Barriga-Gallegos F ; Ríos-Vásquez G ; Tapia GM ; et al.
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

An Interpretable AdaBoost Model for 1-Year Readmission Risk Prediction in AECOPD Patients with Hypertension.
Zhang X ; He M ; Zhang J ; et al.
Publisher: DOVE Medical Press Country of Publication: New Zealand NLM ID: 101273481 Publication Model: eCollection Cited Medium: Internet ISSN: 1178-2005 (Electronic) Linking ISSN: 11769106 NLM ISO Abbreviation: Int J Chron Obstruct Pulmon Dis Subsets: MEDLINE

Supervised machine learning models for predicting student mathematics performance in Somaliland primary examinations 2023.
Hassan MA ; Muse AH ; Nadarajah S ; et al.
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

XGBoost based machine learning prediction model for major adverse cardiovascular events after PCI in STEMI patients.
Zhang N ; Wang J ; Shen C ; et al.
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

CatBoost Machine Learning Model for Thrombosis Risk Prediction in Critically Ill Cancer Patients: A MIMIC-IV Database Study.
Yang C ; Ma H ; Zeng X ; et al.
Publisher: Sage Publications Country of Publication: United States NLM ID: 9508125 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1938-2723 (Electronic) Linking ISSN: 10760296 NLM ISO Abbreviation: Clin Appl Thromb Hemost Subsets: MEDLINE

Overview and Practical Recommendations on Using Shapley Values for Identifying Predictive Biomarkers via CATE Modeling.
Svensson D ; Hermansson E ; Nikolaou N ; et al.
Publisher: Wiley Country of Publication: England NLM ID: 8215016 Publication Model: Print Cited Medium: Internet ISSN: 1097-0258 (Electronic) Linking ISSN: 02776715 NLM ISO Abbreviation: Stat Med Subsets: MEDLINE

Diagnostic value of transcranial ultrasonography and clinical features for Parkinson's disease based on XGBoost model and SHAP visualization analysis: a retrospective study.
Ge Y ; Zhang X ; Ding X ; et al.
Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE

Performance of Supervised Machine Learning Models for Cardiac Surgery-Associated Acute Kidney Injury in Children: Multicenter Retrospective Cohort Study, 2019-2022.
Baloglu O ; Akbasli IT ; Morca A ; et al.
Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 100954653 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1529-7535 (Print) Linking ISSN: 15297535 NLM ISO Abbreviation: Pediatr Crit Care Med Subsets: MEDLINE

Empirically derived symptom profiles in adults with attention-Deficit/hyperactivity disorder: An unsupervised machine learning approach.
Rodriguez VJ ; Finley JA ; Liu Q ; et al.
Publisher: Taylor & Francis Group Country of Publication: United States NLM ID: 101584082 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2327-9109 (Electronic) Linking ISSN: 23279095 NLM ISO Abbreviation: Appl Neuropsychol Adult Subsets: MEDLINE

Improved early prediction of acute pancreatitis severity using SHAP-based XGBoost model: Beyond traditional scoring systems.
Cisnal A ; Ruiz Rebollo ML ; Flórez-Pardo C ; et al.
Publisher: Elsevier Country of Publication: Netherlands NLM ID: 100958385 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-3562 (Electronic) Linking ISSN: 15908658 NLM ISO Abbreviation: Dig Liver Dis Subsets: MEDLINE

Explainable machine learning for early diagnosis of esophageal cancer: A feature-enriched Light Gradient Boosting Machine framework with Shapley Additive Explanations and Local Interpretable Model-Agnostic Explanations interpretations.
Ridwan AM ; Mohi Uddin KM
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

Towards Automated Vocal Mode Classification in Healthy Singing Voice-An XGBoost Decision Tree-Based Machine Learning Classifier.
Sol J ; Aaen M ; Sadolin C ; et al.
Publisher: Mosby Country of Publication: United States NLM ID: 8712262 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4588 (Electronic) Linking ISSN: 08921997 NLM ISO Abbreviation: J Voice Subsets: MEDLINE

Machine Learning Prediction of Recurrence in Pediatric Thyroid Cancer: Malignant Endocrine Tumors Cohort Analysis Using XGBoost and SHAP.
Redlich A ; Pfaehler E ; Kunstreich M ; et al.
Publisher: Oxford University Press Country of Publication: United States NLM ID: 0375362 Publication Model: Print Cited Medium: Internet ISSN: 1945-7197 (Electronic) Linking ISSN: 0021972X NLM ISO Abbreviation: J Clin Endocrinol Metab Subsets: MEDLINE

Enhancing Alzheimer's disease classification with a transformer-based model using self-supervised learning.
Priyadharshini M ; Murugesh V ; Rybin O
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

Development of a risk assessment model for multimorbidity of diabetes, hypertension, and coronary heart disease with XGBoost in primary care in Shanghai, China: a retrospective study.
Chen N ; Zhang P ; Fan F ; et al.
Publisher: BioMed Central Country of Publication: England NLM ID: 100968539 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2261 (Electronic) Linking ISSN: 14712261 NLM ISO Abbreviation: BMC Cardiovasc Disord Subsets: MEDLINE