Výsledky vyhľadávania - "Boosting Machine Learning Algorithms"

Interpretable ensemble machine learning framework for cardiovascular disease prediction using EMR data and large language models in Ethiopia.

Autori: Tegegnie AK Tewolde K

Zdroj: PloS one [PLoS One] 2026 Feb 09; Vol. 21 (2), pp. e0342256. Date of Electronic Publication: 2026 Feb 09 (Print Publication: 2026).

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Electronic Health Records* , Heart Disease Risk Factors* , Boosting Machine Learning Algorithms*, Humans

Cognitive evaluation model and high-resolution medical images in sports injury rehabilitation under bone density changes.

Autori: Li W Gu Z

Zdroj: SLAS technology [SLAS Technol] 2025 Dec; Vol. 35, pp. 100350. Date of Electronic Publication: 2025 Sep 19.

Spôsob vydávania: Evaluation Study; Journal Article

Informácie o časopise: Publisher: SAGE Publications Country of Publication: United States NLM ID: 101697564 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2472-6311 (Electronic) Linking ISSN: 24726303 NLM ISO Abbreviation: SLAS Technol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Bone Density*/physiology , Athletic Injuries*/diagnostic imaging , Athletic Injuries*/physiopathology , Athletic Injuries*/rehabilitation , Image Processing, Computer-Assisted*/methods , Boosting Machine Learning Algorithms*, Humans ; Tomography, X-Ray Computed

A machine learning tool for predicting newly diagnosed osteoporosis in primary healthcare in the Stockholm Region.

Autori: Wändell P Carlsson AC Swärd P a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Oct 20; Vol. 15 (1), pp. 36472. Date of Electronic Publication: 2025 Oct 20.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Primary Health Care*/statistics & numerical data , Osteoporosis*/diagnosis , Osteoporosis*/epidemiology , Office Visits*/statistics & numerical data , Predictive Learning Models* , Boosting Machine Learning Algorithms*, Sweden/epidemiology ; Risk Assessment/methods ; Case-Control Studies ; Humans ; Male ; Female ; Adult ; Middle Aged ; Aged ; Prediction Algorithms ; Area Under Curve ; Software Validation ; Odds Ratio

From images to detection: Machine learning for blood pattern classification.

Autori: Li Y Shen W

Zdroj: Forensic science international [Forensic Sci Int] 2025 Oct; Vol. 375, pp. 112558. Date of Electronic Publication: 2025 Jul 13.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Science Ireland Country of Publication: Ireland NLM ID: 7902034 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-6283 (Electronic) Linking ISSN: 03790738 NLM ISO Abbreviation: Forensic Sci Int Subsets: MEDLINE

Výrazy zo slovníka MeSH: Forensic Medicine*/methods , Image Processing, Computer-Assisted*/methods , Blood Stains* , Pattern Recognition, Automated* , Boosting Machine Learning Algorithms*, Crime Victims ; Humans

A study on time-series prediction and analysis of acidity of Daqu based on multivariate data fusion and KNN-Attention-LSTM-XGBoost modeling.

Autori: Yang H Xia H Liu S a ďalší

Zdroj: Bioprocess and biosystems engineering [Bioprocess Biosyst Eng] 2025 Sep; Vol. 48 (9), pp. 1451-1465. Date of Electronic Publication: 2025 Jun 14.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 101088505 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1615-7605 (Electronic) Linking ISSN: 16157591 NLM ISO Abbreviation: Bioprocess Biosyst Eng Subsets: MEDLINE

Výrazy zo slovníka MeSH: Boosting Machine Learning Algorithms* , Fermentation*, Hydrogen-Ion Concentration ; Least-Squares Analysis ; Multivariate Analysis

A deception detection model by using integrated LLM with emotion features.

Autori: Zhou C Zhang Y Lin C a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Sep 01; Vol. 15 (1), pp. 32135. Date of Electronic Publication: 2025 Sep 01.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Lie Detection* , Deception* , Emotions* , Boosting Machine Learning Algorithms* , Large Language Models*, Machine Learning ; Algorithms ; Humans

Fine tuned CatBoost machine learning approach for early detection of cardiovascular disease through predictive modeling.

Autori: Hamid M Hajjej F Alluhaidan AS a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Aug 25; Vol. 15 (1), pp. 31199. Date of Electronic Publication: 2025 Aug 25.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Cardiovascular Diseases*/diagnosis , Boosting Machine Learning Algorithms*, Female ; Humans ; Male ; Algorithms ; Early Diagnosis ; Machine Learning ; Risk Assessment

Molecular-Level Understanding of Membrane Disruption Behaviors of Antimicrobial Peptides by Gradient Boosting Algorithm-Assisted Raman Spectroscopy.

Autori: Li C Zhou QQ Yu T a ďalší

Zdroj: Journal of chemical information and modeling [J Chem Inf Model] 2025 Aug 25; Vol. 65 (16), pp. 8603-8613. Date of Electronic Publication: 2025 Aug 05.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE

Výrazy zo slovníka MeSH: Antimicrobial Cationic Peptides*/pharmacology , Antimicrobial Cationic Peptides*/chemistry , Antimicrobial Peptides*/pharmacology , Antimicrobial Peptides*/chemistry , Cell Membrane*/drug effects , Cell Membrane*/metabolism , Cell Membrane*/chemistry , Spectrum Analysis, Raman*/methods , Boosting Machine Learning Algorithms*, Phospholipids/chemistry ; Phospholipids/metabolism

Mixed effect gradient boosting for high-dimensional longitudinal data.

Autori: Olaniran OR Olaniran SF Allohibi J a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Aug 22; Vol. 15 (1), pp. 30927. Date of Electronic Publication: 2025 Aug 22.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Boosting Machine Learning Algorithms*, Placenta/metabolism ; RNA/metabolism ; Female ; Humans ; Pregnancy ; Algorithms ; Computer Simulation ; Longitudinal Studies

XGBoost models based on non imaging features for the prediction of mild cognitive impairment in older adults.

Autori: Fernández-Blázquez MA Ruiz-Sánchez de León JM Sanz-Blasco R a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Aug 13; Vol. 15 (1), pp. 29732. Date of Electronic Publication: 2025 Aug 13.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Cognitive Dysfunction*/diagnosis , Boosting Machine Learning Algorithms*, Aged ; Aged, 80 and over ; Female ; Humans ; Male ; Machine Learning

Enhanced Cardiovascular Disease Prediction Modelling using Machine Learning Techniques: A Focus on CardioVitalnet.

Autori: Ejiyi CJ Qin Z Nneji GU a ďalší

Zdroj: Network (Bristol, England) [Network] 2025 Aug; Vol. 36 (3), pp. 716-748. Date of Electronic Publication: 2024 Apr 16.

Spôsob vydávania: Journal Article; Review; Research Support, Non-U.S. Gov't

Informácie o časopise: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9431867 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-6536 (Electronic) Linking ISSN: 0954898X NLM ISO Abbreviation: Network Subsets: MEDLINE

Výrazy zo slovníka MeSH: Cardiovascular Diseases*/diagnosis , Cardiovascular Diseases*/epidemiology , Boosting Machine Learning Algorithms* , Deep Learning* , Random Forest*, Data Mining/methods ; Risk Assessment/methods ; Humans ; Computer Simulation ; Early Diagnosis ; Machine Learning

XGBoost-based machine learning model combining clinical and ultrasound data for personalized prediction of thyroid nodule malignancy.

Autori: Li W Zhou Y Luo Z a ďalší

Zdroj: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2025 Jul 29; Vol. 16, pp. 1639639. Date of Electronic Publication: 2025 Jul 29 (Print Publication: 2025).

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Thyroid Neoplasms*/diagnosis , Thyroid Neoplasms*/diagnostic imaging , Thyroid Neoplasms*/pathology , Thyroid Nodule*/diagnostic imaging , Thyroid Nodule*/pathology , Thyroid Nodule*/diagnosis , Boosting Machine Learning Algorithms*, Precision Medicine/methods ; Ultrasonography/methods ; Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Retrospective Studies ; ROC Curve

Identification of Fusarium sambucinum species complex by surface-enhanced Raman spectroscopy and XGBoost algorithm.

Autori: Caramês ETS de Moraes-Neto VF Bertozzi BG a ďalší

Zdroj: Food chemistry [Food Chem] 2025 Jul 15; Vol. 480, pp. 143848. Date of Electronic Publication: 2025 Mar 12.

Spôsob vydávania: Journal Article; Evaluation Study

Informácie o časopise: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

Výrazy zo slovníka MeSH: Fusarium*/chemistry , Fusarium*/classification , Fusarium*/isolation & purification , Spectrum Analysis, Raman*/methods , Boosting Machine Learning Algorithms*, Hordeum/microbiology

Predicting carbapenem-resistant Pseudomonas aeruginosa infection risk using XGBoost model and explainability.

Autori: Jiang Y Wang HW Tian FY a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Jun 05; Vol. 15 (1), pp. 19737. Date of Electronic Publication: 2025 Jun 05.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Carbapenems*/pharmacology , Carbapenems*/therapeutic use , Cross Infection*/microbiology , Cross Infection*/epidemiology , Pseudomonas aeruginosa*/drug effects , Pseudomonas Infections*/epidemiology , Pseudomonas Infections*/microbiology , Pseudomonas Infections*/drug therapy , Boosting Machine Learning Algorithms* , Drug Resistance, Bacterial*, Anti-Bacterial Agents/pharmacology ; Anti-Bacterial Agents/therapeutic use ; Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Machine Learning ; Risk Factors ; ROC Curve

MCD-LightGBM System for Intelligent Analyzing Heterogeneous Clinical Drug Therapeutic Effects.

Autori: Yang XH Liao HJ Sun PY a ďalší

Zdroj: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2025 Jun; Vol. 29 (6), pp. 3894-3905.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

Výrazy zo slovníka MeSH: Boosting Machine Learning Algorithms* , Drug Therapy*, Humans ; Algorithms ; Machine Learning

Interpretable machine learning for thyroid cancer recurrence predicton: Leveraging XGBoost and SHAP analysis.

Autori: Schindele A Krebold A Heiß U a ďalší

Zdroj: European journal of radiology [Eur J Radiol] 2025 May; Vol. 186, pp. 112049. Date of Electronic Publication: 2025 Mar 14.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 8106411 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7727 (Electronic) Linking ISSN: 0720048X NLM ISO Abbreviation: Eur J Radiol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Neoplasm Recurrence, Local*/epidemiology , Neoplasm Recurrence, Local*/diagnosis , Thyroid Neoplasms*/epidemiology , Thyroid Neoplasms*/diagnosis , Thyroid Neoplasms*/diagnostic imaging , Boosting Machine Learning Algorithms*, Biomarkers, Tumor/blood ; Germany/epidemiology ; Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Machine Learning ; Prognosis ; Reproducibility of Results ; Retrospective Studies ; Risk Assessment ; Risk Factors ; Sensitivity and Specificity

An integrated SWAT-XGBoost-SHAP framework identifies key drivers of critical source areas during critical periods in a small watershed.

Autori: Shen Z Zhou H Wang Y a ďalší

Zdroj: Environmental monitoring and assessment [Environ Monit Assess] 2026 Apr 10; Vol. 198 (5). Date of Electronic Publication: 2026 Apr 10.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Springer Country of Publication: Netherlands NLM ID: 8508350 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-2959 (Electronic) Linking ISSN: 01676369 NLM ISO Abbreviation: Environ Monit Assess Subsets: MEDLINE

Výrazy zo slovníka MeSH: Environmental Monitoring*/methods , Non-Point Source Pollution*/statistics & numerical data , Non-Point Source Pollution*/analysis , Water Pollutants, Chemical*/analysis, Phosphorus/analysis ; Nitrogen/analysis ; Soil/chemistry ; Machine Learning ; Boosting Machine Learning Algorithms

Integrated spatial transcriptomics and pan-cancer XGBoost modeling uncover spatial drivers of immune exclusion and predict immunotherapy response.

Autori: Zhao H Liu W Xu H a ďalší

Zdroj: Cancer immunology, immunotherapy : CII [Cancer Immunol Immunother] 2026 Apr 02; Vol. 75 (4). Date of Electronic Publication: 2026 Apr 02.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Springer Verlag Country of Publication: Germany NLM ID: 8605732 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-0851 (Electronic) Linking ISSN: 03407004 NLM ISO Abbreviation: Cancer Immunol Immunother Subsets: MEDLINE

Výrazy zo slovníka MeSH: Immunotherapy*/methods , Neoplasms*/immunology , Neoplasms*/genetics , Neoplasms*/therapy , Lung Neoplasms*/immunology , Lung Neoplasms*/genetics , Transcriptome*, Tumor Microenvironment/immunology ; Gene Expression Profiling/methods ; Biomarkers, Tumor/genetics ; Humans ; Gene Expression Regulation, Neoplastic ; Boosting Machine Learning Algorithms

The XGBoost Model Versus the Logistic Regression Model Created Based on Serum Markers in Predicting the Risk of Post-Stroke Cognitive Impairment Following Acute Ischemic Stroke.

Autori: Yang X Li X Wu Y a ďalší

Zdroj: Brain and behavior [Brain Behav] 2026 Apr; Vol. 16 (4), pp. e71373.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: John Wiley & Sons Country of Publication: United States NLM ID: 101570837 Publication Model: Print Cited Medium: Internet ISSN: 2162-3279 (Electronic) NLM ISO Abbreviation: Brain Behav Subsets: MEDLINE

Výrazy zo slovníka MeSH: Cognitive Dysfunction*/etiology , Cognitive Dysfunction*/blood , Cognitive Dysfunction*/diagnosis , Ischemic Stroke*/complications , Ischemic Stroke*/blood , Brain Ischemia*/complications , Brain Ischemia*/blood , Stroke*/complications , Stroke*/blood, Biomarkers/blood ; Humans ; Male ; Female ; Aged ; Middle Aged ; Logistic Models ; Prognosis ; Risk Factors ; Predictive Value of Tests ; Boosting Machine Learning Algorithms

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

Autori: Luo Z Lei Y Zhang Q

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

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Iodine Radioisotopes*/therapeutic use , Thyroid Neoplasms*/radiotherapy , Thyroid Neoplasms*/pathology , Radiotherapy Planning, Computer-Assisted*/methods , Machine Learning*, Humans ; Female ; Male ; Middle Aged ; Retrospective Studies ; Adult ; Radiotherapy Dosage ; Aged ; Prognosis ; Algorithms ; Boosting Machine Learning Algorithms