Showing 61 - 80 of 25,026

Machine learning-based forecasting of air quality index under long-term environmental patterns: A comparative approach with XGBoost, LightGBM, and SVM.
Tırınk S
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 ensemble machine learning models (XGBoost and random forest) and genetic algorithms to predict factors contributing to the liposomal entrapment of therapeutics.
Khodadadi F ; Taghizadeh F ; Hashemi Baghi A ; et al.
Publisher: RSC Pub Country of Publication: England NLM ID: 101525249 Publication Model: Electronic Cited Medium: Internet ISSN: 2040-3372 (Electronic) Linking ISSN: 20403364 NLM ISO Abbreviation: Nanoscale Subsets: MEDLINE

Pathomics predict CD40LG expression and clinical prognosis in lung adenocarcinoma based on haematoxylin-eosin-stained images.
Shi J ; Liang L ; Meng X ; et al.
Publisher: Gustav Fischer Verlag Country of Publication: Germany NLM ID: 7806109 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1618-0631 (Electronic) Linking ISSN: 03440338 NLM ISO Abbreviation: Pathol Res Pract Subsets: MEDLINE

Enhancing Diabetes Prediction With Minimal Processing Time Using Catboost: A Comparative Study.
Sumathi M ; Sahana S ; Rajeswari SSR ; et al.
Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 9609066 Publication Model: Print Cited Medium: Internet ISSN: 1365-2753 (Electronic) Linking ISSN: 13561294 NLM ISO Abbreviation: J Eval Clin Pract Subsets: MEDLINE

Pinpointing potent hits for cancer immunotherapy targeting the TIGIT/PVR pathway using the XGBoost model, centroid-based virtual screening, and MD simulation.
Lü X ; Wang C ; Tang M ; et al.
Publisher: Elsevier Country of Publication: England NLM ID: 101157394 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-928X (Electronic) Linking ISSN: 14769271 NLM ISO Abbreviation: Comput Biol Chem Subsets: MEDLINE

MediaMatch: Prediction of Bacterial Growth on Different Culture Media Using the XGBoost Algorithm.
Liu J ; Xu G ; Liu W ; et al.
Publisher: Wiley-Blackwell Country of Publication: United States NLM ID: 101316335 Publication Model: Print Cited Medium: Internet ISSN: 1751-7915 (Electronic) Linking ISSN: 17517915 NLM ISO Abbreviation: Microb Biotechnol Subsets: MEDLINE

DCD-MUSIC: Deep-Learning-Aided Cascaded Differentiable MUSIC Algorithm for Near-Field Localization of Multiple Sources
Gast, Arad ; Le Magoarou, Luc ; Shlezinger, Nir ; et al.
ICASSP 2025 - 2025 IEEE International Conference on Acoustics. :1-5

The Diagnosis of Cardiovascular Disease Using Simple Blood Biomarkers Through AI and Big Data.
Pezoulas V ; Ehret G ; Dobretz K ; et al.
Publisher: [IEEE] Country of Publication: United States NLM ID: 101763872 Publication Model: Print Cited Medium: Internet ISSN: 2694-0604 (Electronic) Linking ISSN: 23757477 NLM ISO Abbreviation: Annu Int Conf IEEE Eng Med Biol Soc Subsets: MEDLINE

A Machine Learning Approach to Predict Same-Day Discharge after Angiography Procedures.
Villafuerte S ; Cadena JA ; Trujillo V ; et al.
Publisher: [IEEE] Country of Publication: United States NLM ID: 101763872 Publication Model: Print Cited Medium: Internet ISSN: 2694-0604 (Electronic) Linking ISSN: 23757477 NLM ISO Abbreviation: Annu Int Conf IEEE Eng Med Biol Soc Subsets: MEDLINE

Predicting Early Deterioration in Lower Acuity Telehealth Patients Using Gradient Boosting.
Lopes RR ; Chavez H ; Atallah L
Publisher: [IEEE] Country of Publication: United States NLM ID: 101763872 Publication Model: Print Cited Medium: Internet ISSN: 2694-0604 (Electronic) Linking ISSN: 23757477 NLM ISO Abbreviation: Annu Int Conf IEEE Eng Med Biol Soc Subsets: MEDLINE

Hybrid CNN-GRU-XGBoost framework for optimized coronary artery disease diagnosis and risk stratification.
Adnan M ; Yang Y ; Biswas AK ; et al.
Publisher: Elsevier Country of Publication: England NLM ID: 101157394 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-928X (Electronic) Linking ISSN: 14769271 NLM ISO Abbreviation: Comput Biol Chem Subsets: MEDLINE

Enhancing predictive modeling with XGBoost-engineered probabilities and deep neural networks: A hybrid approach for building reliable kinase inhibition QSAR models.
Mousser MO ; Matougui B ; Chafaa F ; et al.
Publisher: Elsevier Science, Inc Country of Publication: United States NLM ID: 9716237 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4243 (Electronic) Linking ISSN: 10933263 NLM ISO Abbreviation: J Mol Graph Model Subsets: MEDLINE

Credibility-driven identification of cropland runoff source in surface waters using ANN-XGBoost model ensemble powered by microbial fingerprints.
Li P ; Dong L ; Li L ; et al.
Publisher: Pergamon Press Country of Publication: England NLM ID: 0105072 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2448 (Electronic) Linking ISSN: 00431354 NLM ISO Abbreviation: Water Res Subsets: MEDLINE

Integrating multiple feature engineering methods with CatBoost algorithm for the prediction and interpretation of nitrogenous components in bio-oil from biomass pyrolysis.
Liu X ; Wang M ; Yang H
Publisher: Elsevier Applied Science Country of Publication: England NLM ID: 9889523 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2976 (Electronic) Linking ISSN: 09608524 NLM ISO Abbreviation: Bioresour Technol Subsets: MEDLINE

Application of the dual-model interpretability framework of XGBoost-SHAP and GAT-GNNExplainer to investigate the impact of the built environment on traffic accidents at intersections.
Chen Y ; Zhu J ; Long J ; et al.
Publisher: Pergamon Press Country of Publication: England NLM ID: 1254476 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2057 (Electronic) Linking ISSN: 00014575 NLM ISO Abbreviation: Accid Anal Prev Subsets: MEDLINE

Refine XGBoost with SHAP explainability for non-invasive early detection of diabetic kidney disease: Estimated cardiac output as a potential indicator.
To NM ; Ngo QC ; Polus B ; et al.
Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE

Predicting the Fate and Source of Groundwater PFAS in the Pearl River Delta Region Based on Machine Learning.
Zeng J ; Liu K ; Weng CH ; et al.
Publisher: American Chemical Society Country of Publication: United States NLM ID: 0213155 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-5851 (Electronic) Linking ISSN: 0013936X NLM ISO Abbreviation: Environ Sci Technol Subsets: MEDLINE

An interpretable LightGBM model for predicting coronary heart disease: Enhancing clinical decision-making with machine learning.
Deng L ; Lu K ; Hu H
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

STmiR: A Novel XGBoost-based framework for spatially resolved miRNA activity prediction in cancer transcriptomics.
Yuan J ; Xu P ; Ye Z ; et al.
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

Improving attachment style clustering with ROCKET and CatBoost: Insights from EEG analysis.
Mizrahi D ; Laufer I ; Zuckerman I
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