Treffer 1 - 20 von 2.633.119

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

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

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

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

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

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

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

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

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

Classification of Adolescent Idiopathic Scoliosis Curvature Using Contrastive Clustering.
Kim DH ; Park S ; Kwon DW ; et al.
Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 7610646 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1528-1159 (Electronic) Linking ISSN: 03622436 NLM ISO Abbreviation: Spine (Phila Pa 1976) Subsets: MEDLINE

Visual detection of seizures in mice using supervised machine learning.
Sabnis GS ; Hession L ; Mahoney JM ; et al.
Publisher: Elsevier Inc Country of Publication: United States NLM ID: 9918227360606676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2667-2375 (Electronic) Linking ISSN: 26672375 NLM ISO Abbreviation: Cell Rep Methods Subsets: MEDLINE

An explainable hybrid framework for early detection of cardiovascular diseases using Categorical Boosting and Bees algorithm.
Sen J ; Bhattacharya S
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

Establishment and validation of a diagnostic model for cholangiocarcinoma based on LightGBM machine-learning algorithm.
Zhang Z ; Geng X ; Yin M ; 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

Supervised machine learning model for serum protein electrophoresis data interpretation.
Cheung YT ; Leung HS ; Tseung JS ; et al.
Publisher: Lippincott Williams & Wilkins Country of Publication: England NLM ID: 0175411 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1465-3931 (Electronic) Linking ISSN: 00313025 NLM ISO Abbreviation: Pathology Subsets: MEDLINE

An effective way to incorporate temperature-humidity index to study effect of heat stress on milk yield by an XGBoost machine learning model.
Hasan MF ; Celik N ; Williams Y ; et al.
Publisher: American Dairy Science Association Country of Publication: United States NLM ID: 2985126R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-3198 (Electronic) Linking ISSN: 00220302 NLM ISO Abbreviation: J Dairy Sci 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

Prompt Learning With Bounding Box Constraints for Medical Image Segmentation.
Gaillochet M ; Noori M ; Dastani S ; et al.
Publisher: Institute Of Electrical And Electronics Engineers Country of Publication: United States NLM ID: 0012737 Publication Model: Print Cited Medium: Internet ISSN: 1558-2531 (Electronic) Linking ISSN: 00189294 NLM ISO Abbreviation: IEEE Trans Biomed Eng Subsets: MEDLINE

Improving radiomics-based isocitrate dehydrogenase 1 prediction in glioma patients using semi-supervised machine learning models.
Ahmadzadeh AM ; Jafarnezhad A ; Elyassirad D ; et al.
Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE

Interpretable ensemble learning for tumor-type prediction with a SHAP-based evaluation of CatBoost and voting classifiers.
Wolak W ; Plichta A ; Orlicki H
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