Výsledky vyhledávání - "machine learning"

Classification of Adolescent Idiopathic Scoliosis Curvature Using Contrastive Clustering.

Autoři: Kim DH Park S Kwon DW a další

Zdroj: Spine [Spine (Phila Pa 1976)] 2025 Dec 15; Vol. 50 (24), pp. 1692-1701. Date of Electronic Publication: 2025 May 23.

Způsob vydávání: Journal Article

Informace o časopise: 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

Výrazy ze slovníku MeSH: Scoliosis*/classification , Scoliosis*/diagnostic imaging , Scoliosis*/surgery , Unsupervised Machine Learning*, Humans ; Adolescent ; Female ; Male ; Retrospective Studies ; Cluster Analysis ; Child ; Thoracic Vertebrae/diagnostic imaging ; Thoracic Vertebrae/surgery ; Reproducibility of Results ; Lumbar Vertebrae/diagnostic imaging ; Lumbar Vertebrae/surgery ; Machine Learning

Supervised machine learning model for serum protein electrophoresis data interpretation.

Autoři: Cheung YT Leung HS Tseung JS a další

Zdroj: Pathology [Pathology] 2025 Dec; Vol. 57 (7), pp. 912-916. Date of Electronic Publication: 2025 Jul 24.

Způsob vydávání: Journal Article

Informace o časopise: 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

Výrazy ze slovníku MeSH: Supervised Machine Learning* , Blood Protein Electrophoresis*/methods , Blood Proteins*/analysis , Paraproteinemias*/diagnosis , Paraproteinemias*/blood, Humans ; Neural Networks, Computer ; Electrophoresis, Capillary/methods ; Machine Learning

An effective way to incorporate temperature-humidity index to study effect of heat stress on milk yield by an XGBoost machine learning model.

Autoři: Hasan MF Celik N Williams Y a další

Zdroj: Journal of dairy science [J Dairy Sci] 2025 Dec; Vol. 108 (12), pp. 13995-14017. Date of Electronic Publication: 2025 Oct 10.

Způsob vydávání: Journal Article

Informace o časopise: 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

Výrazy ze slovníku MeSH: Machine Learning* , Milk*/metabolism, Animals ; Cattle ; Lactation ; Female ; Humidity ; Hot Temperature ; Dairying ; Heat-Shock Response ; Temperature ; Australia ; Climate Change ; Boosting Machine Learning Algorithms

Prediction of blown pack in vacuum-packaged beef based on microbiome profiles and supervised machine learning.

Autoři: Kremer FS Rodrigues RDS Omori WP a další

Zdroj: International journal of food microbiology [Int J Food Microbiol] 2025 Nov 02; Vol. 442, pp. 111375. Date of Electronic Publication: 2025 Jul 31.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Science Publishers Country of Publication: Netherlands NLM ID: 8412849 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-3460 (Electronic) Linking ISSN: 01681605 NLM ISO Abbreviation: Int J Food Microbiol Subsets: MEDLINE

Výrazy ze slovníku MeSH: Food Packaging*/methods , Microbiota* , Bacteria*/classification , Bacteria*/genetics , Bacteria*/isolation & purification , Red Meat*/microbiology , Supervised Machine Learning*, Cattle ; Animals ; Vacuum ; Food Microbiology ; Food Storage ; Machine Learning ; Temperature

Risk Prediction of Low Bone Density in Elderly Patients with Supervised Machine Learning Algorithms.

Autoři: Karaismailoğlu E Karaismailoğlu S

Zdroj: Balkan medical journal [Balkan Med J] 2025 Oct 31; Vol. 42 (6), pp. 547-556.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Galenos Publishing House Country of Publication: Turkey NLM ID: 101571817 Publication Model: Print Cited Medium: Internet ISSN: 2146-3131 (Electronic) Linking ISSN: 21463123 NLM ISO Abbreviation: Balkan Med J Subsets: MEDLINE

Výrazy ze slovníku MeSH: Bone Density*/physiology , Supervised Machine Learning*/statistics & numerical data , Supervised Machine Learning*/trends , Supervised Machine Learning*/standards, Humans ; Female ; Male ; Cross-Sectional Studies ; Aged ; Middle Aged ; Risk Assessment/methods ; Risk Assessment/standards ; Risk Factors ; Nutrition Surveys ; Osteoporosis/diagnosis ; Algorithms ; Aged, 80 and over ; Machine Learning

Enhancing disease clustering through symptom-based analysis and large language model interpretations.

Autoři: Onojete E Ibeke E Ezenkwu CP a další

Zdroj: Scientific reports [Sci Rep] 2025 Oct 21; Vol. 15 (1), pp. 36651. Date of Electronic Publication: 2025 Oct 21.

Způsob vydávání: Journal Article

Informace 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 ze slovníku MeSH: Machine Learning* , Language*, Humans ; Cluster Analysis ; Algorithms ; Unsupervised Machine Learning ; Large Language Models

A comparative evaluation of multiple machine learning approaches for forecasting dengue outbreaks in Bangladesh.

Autoři: Liu B Hossain MF Hossain S

Zdroj: Scientific reports [Sci Rep] 2025 Oct 14; Vol. 15 (1), pp. 35931. Date of Electronic Publication: 2025 Oct 14.

Způsob vydávání: Comparative Study; Evaluation Study; Journal Article; Comparative Study

Informace 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 ze slovníku MeSH: Dengue*/epidemiology , Machine Learning* , Algorithms*, Bangladesh/epidemiology ; Humans ; Weather ; Forecasting ; Temperature ; Rain ; Humidity ; Boosting Machine Learning Algorithms ; Support Vector Machine ; Multilayer Perceptrons ; Disease Outbreaks

Predicting Metabolic Syndrome Using Supervised Machine Learning: A Multivariate Parameter Approach.

Autoři: Valdez Vega RI Noboa-Velástegui JA Fletes-Rayas AL a další

Zdroj: International journal of molecular sciences [Int J Mol Sci] 2025 Oct 11; Vol. 26 (20). Date of Electronic Publication: 2025 Oct 11.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101092791 Publication Model: Electronic Cited Medium: Internet ISSN: 1422-0067 (Electronic) Linking ISSN: 14220067 NLM ISO Abbreviation: Int J Mol Sci Subsets: MEDLINE

Výrazy ze slovníku MeSH: Metabolic Syndrome*/diagnosis , Metabolic Syndrome*/epidemiology , Metabolic Syndrome*/metabolism , Metabolic Syndrome*/blood , Supervised Machine Learning*, Humans ; Female ; Male ; Adult ; Middle Aged ; Young Adult ; Risk Factors ; Mexico/epidemiology ; Support Vector Machine ; Biomarkers/blood ; Insulin Resistance ; Machine Learning

Enhancing Diabetes Prediction With Minimal Processing Time Using Catboost: A Comparative Study.

Autoři: Sumathi M Sahana S Rajeswari SSR a další

Zdroj: Journal of evaluation in clinical practice [J Eval Clin Pract] 2025 Oct; Vol. 31 (7), pp. e70284.

Způsob vydávání: Journal Article; Comparative Study

Informace o časopise: 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

Výrazy ze slovníku MeSH: Machine Learning* , Diabetes Mellitus*/diagnosis, Humans ; Bayes Theorem ; Algorithms ; Precision Medicine/methods ; Decision Trees ; Boosting Machine Learning Algorithms

Data augmentation alters feature importance in XGBoost for CVD prediction.

Autoři: Chang S Wang X Luo Y a další

Zdroj: Scientific reports [Sci Rep] 2025 Nov 25; Vol. 15 (1), pp. 41754. Date of Electronic Publication: 2025 Nov 25.

Způsob vydávání: Journal Article

Informace 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 ze slovníku MeSH: Cardiovascular Diseases*/diagnosis , Cardiovascular Diseases*/epidemiology , Machine Learning*, Humans ; Algorithms ; Boosting Machine Learning Algorithms

Self-supervised representation learning on gene expression data.

Autoři: Dradjat K Hamidi M Bartet P a další

Zdroj: Bioinformatics (Oxford, England) [Bioinformatics] 2025 Nov 01; Vol. 41 (11).

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Oxford University Press Country of Publication: England NLM ID: 9808944 Publication Model: Print Cited Medium: Internet ISSN: 1367-4811 (Electronic) Linking ISSN: 13674803 NLM ISO Abbreviation: Bioinformatics Subsets: MEDLINE

Výrazy ze slovníku MeSH: Supervised Machine Learning* , Gene Expression Profiling*/methods , Computational Biology*/methods , Gene Expression*, Humans ; Databases, Genetic ; Phenotype ; Algorithms ; Machine Learning

Comparison of serum lactate and lactate-derived ratios as prognostic biomarkers in pediatric dengue shock syndrome using supervised machine learning models.

Autoři: Thanh NT Luan VT

Zdroj: PloS one [PLoS One] 2025 Oct 27; Vol. 20 (10), pp. e0335022. Date of Electronic Publication: 2025 Oct 27 (Print Publication: 2025).

Způsob vydávání: Journal Article; Comparative Study

Informace 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 ze slovníku MeSH: Severe Dengue*/blood , Severe Dengue*/mortality , Severe Dengue*/diagnosis , Lactic Acid*/blood , Supervised Machine Learning*, Humans ; Male ; Female ; Prognosis ; Biomarkers/blood ; Retrospective Studies ; Child ; Child, Preschool ; Adolescent ; Infant ; ROC Curve ; Vietnam ; Support Vector Machine ; Machine Learning

Machine learning-based forecasting of air quality index under long-term environmental patterns: A comparative approach with XGBoost, LightGBM, and SVM.

Autoři: Tırınk S; Department of Medical Services and Techniques, Environmental Health Program, Iğdır University, Iğdır, Türkiye.

Zdroj: PloS one [PLoS One] 2025 Oct 08; Vol. 20 (10), pp. e0334252. Date of Electronic Publication: 2025 Oct 08 (Print Publication: 2025).

Způsob vydávání: Journal Article; Comparative Study

Informace 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 ze slovníku MeSH: Machine Learning* , Air Pollution*/analysis , Air Pollutants*/analysis , Environmental Monitoring*/methods, Support Vector Machine ; Forecasting/methods ; Humans ; Boosting Machine Learning Algorithms

Leveraging ensemble machine learning models (XGBoost and random forest) and genetic algorithms to predict factors contributing to the liposomal entrapment of therapeutics.

Autoři: Khodadadi F Taghizadeh F Hashemi Baghi A a další

Zdroj: Nanoscale [Nanoscale] 2025 Oct 02; Vol. 17 (38), pp. 22271-22290. Date of Electronic Publication: 2025 Oct 02.

Způsob vydávání: Journal Article

Informace o časopise: 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

Výrazy ze slovníku MeSH: Liposomes*/chemistry , Machine Learning* , Algorithms*, Drug Delivery Systems ; Solubility ; Cholesterol/chemistry ; Genetic Algorithms ; Random Forest ; Boosting Machine Learning Algorithms

Improving Self-Supervised Medical Image Pre-Training by Early Alignment With Human Eye Gaze Information.

Autoři: Wang S Zhao Z Shen Z a další

Zdroj: IEEE transactions on medical imaging [IEEE Trans Med Imaging] 2025 Oct; Vol. 44 (10), pp. 4063-4072.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 8310780 Publication Model: Print Cited Medium: Internet ISSN: 1558-254X (Electronic) Linking ISSN: 02780062 NLM ISO Abbreviation: IEEE Trans Med Imaging Subsets: MEDLINE

Výrazy ze slovníku MeSH: Fixation, Ocular*/physiology , Image Processing, Computer-Assisted*/methods , Supervised Machine Learning* , Eye-Tracking Technology*, Humans ; Machine Learning ; Algorithms ; Databases, Factual

CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification.

Autoři: Zhang B Manoochehri H Ho MM a další

Zdroj: Medical image analysis [Med Image Anal] 2025 Oct; Vol. 105, pp. 103711. Date of Electronic Publication: 2025 Jul 08.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9713490 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-8423 (Electronic) Linking ISSN: 13618415 NLM ISO Abbreviation: Med Image Anal Subsets: MEDLINE

Výrazy ze slovníku MeSH: Kidney Neoplasms*/pathology , Kidney Neoplasms*/diagnostic imaging , Image Interpretation, Computer-Assisted*/methods , Carcinoma, Renal Cell*/pathology , Carcinoma, Renal Cell*/diagnostic imaging , Machine Learning*, Humans ; Algorithms ; Supervised Machine Learning ; Staining and Labeling

Predicting the Fate and Source of Groundwater PFAS in the Pearl River Delta Region Based on Machine Learning.

Autoři: Zeng J Liu K Weng CH a další

Zdroj: Environmental science & technology [Environ Sci Technol] 2025 Sep 23; Vol. 59 (37), pp. 19978-19991. Date of Electronic Publication: 2025 Sep 11.

Způsob vydávání: Journal Article

Informace o časopise: 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

Výrazy ze slovníku MeSH: Fluorocarbons*/analysis , Groundwater*/chemistry , Machine Learning* , Environmental Monitoring*/methods , Water Pollution, Chemical*/statistics & numerical data , Water Pollutants, Chemical*/analysis, China ; Boosting Machine Learning Algorithms ; Random Forest

Machine learning as an artificial intelligence application in management of chronic hepatitis B virus infection.

Autoři: Ezzat WM; Department of Internal Medicine, Medical Research and Clinical Studies Institute, National Research Center, Giza 12311, Egypt. wafaa_3t@yahoo.com.

Zdroj: World journal of gastroenterology [World J Gastroenterol] 2025 Sep 21; Vol. 31 (35), pp. 109776.

Způsob vydávání: Journal Article; Review; Letter

Informace o časopise: Publisher: Baishideng Publishing Group Country of Publication: United States NLM ID: 100883448 Publication Model: Print Cited Medium: Internet ISSN: 2219-2840 (Electronic) Linking ISSN: 10079327 NLM ISO Abbreviation: World J Gastroenterol Subsets: MEDLINE

Výrazy ze slovníku MeSH: Hepatitis B, Chronic*/therapy , Hepatitis B, Chronic*/microbiology , Hepatitis B, Chronic*/diagnosis , Hepatitis B, Chronic*/virology , Machine Learning* , Gastrointestinal Microbiome* , Hepatitis B virus*/pathogenicity, Humans ; Algorithms ; Artificial Intelligence ; Antiviral Agents/therapeutic use ; Supervised Machine Learning

Converging XGboost Machine Learning and Molecular Docking Strategies to Identify Attractants for Ceratitis capitata: Molecular Characterization and Database Curation of Natural Ligands for In Vitro/In Vivo Tests.

Autoři: Alencar Filho EB Guimarães RP Santos VC a další

Zdroj: Archives of insect biochemistry and physiology [Arch Insect Biochem Physiol] 2025 Sep; Vol. 120 (1), pp. e70095.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Wiley Country of Publication: United States NLM ID: 8501752 Publication Model: Print Cited Medium: Internet ISSN: 1520-6327 (Electronic) Linking ISSN: 07394462 NLM ISO Abbreviation: Arch Insect Biochem Physiol Subsets: MEDLINE

Výrazy ze slovníku MeSH: Ceratitis capitata*/physiology , Machine Learning* , Molecular Docking Simulation* , Receptors, Odorant*/metabolism , Receptors, Odorant*/chemistry , Pheromones*/chemistry , Pheromones*/metabolism, Animals ; Quantitative Structure-Activity Relationship ; Ligands ; Molecular Dynamics Simulation ; Insect Proteins/metabolism ; Insect Proteins/chemistry ; Boosting Machine Learning Algorithms

Machine learning-driven gene expression profiling for lung cancer stage determination.

Autoři: Wang Y Fu K

Zdroj: Cancer biomarkers : section A of Disease markers [Cancer Biomark] 2025 Sep; Vol. 42 (9), pp. 18758592251367223. Date of Electronic Publication: 2025 Sep 12.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: SAGE Publications Country of Publication: United States NLM ID: 101256509 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1875-8592 (Electronic) Linking ISSN: 15740153 NLM ISO Abbreviation: Cancer Biomark Subsets: MEDLINE

Výrazy ze slovníku MeSH: Machine Learning* , Gene Expression Profiling* , Lung Neoplasms*/genetics , Lung Neoplasms*/pathology, Retrospective Studies ; Cohort Studies ; Humans ; Boosting Machine Learning Algorithms ; Adenocarcinoma of Lung/genetics ; Adenocarcinoma of Lung/pathology ; Carcinoma, Squamous Cell/genetics ; Carcinoma, Squamous Cell/pathology ; Adult ; Middle Aged ; Aged ; Aged, 80 and over