Výsledky vyhledávání - "Learning Algorithms"

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

Autoři: Li Y Shen W

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

Způsob vydávání: Journal Article

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

KS-TMIL: A K-Stage Transformer approach with multiple instance learning model for ovarian cancer subtype classification.

Autoři: Sai MJ Punn NS

Zdroj: Computers in biology and medicine [Comput Biol Med] 2025 Sep; Vol. 196 (Pt B), pp. 110726. Date of Electronic Publication: 2025 Jul 22.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Výrazy ze slovníku MeSH: Image Interpretation, Computer-Assisted*/methods , Multiple-Instance Learning Algorithms* , Ovarian Neoplasms*/classification , Ovarian Neoplasms*/diagnostic imaging , Ovarian Neoplasms*/pathology, Female ; Humans

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

Autoři: Yang H Xia H Liu S a další

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

Způsob vydávání: Journal Article

Informace 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 ze slovníku MeSH: Boosting Machine Learning Algorithms* , Fermentation*, Hydrogen-Ion Concentration ; Least-Squares Analysis ; Multivariate Analysis

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

Autoři: Hamid M Hajjej F Alluhaidan AS a další

Zdroj: Scientific reports [Sci Rep] 2025 Aug 25; Vol. 15 (1), pp. 31199. Date of Electronic Publication: 2025 Aug 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: Boosting Machine Learning Algorithms* , Cardiovascular Diseases*/diagnosis, 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.

Autoři: Li C Zhou QQ Yu T a další

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.

Způsob vydávání: Journal Article

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

Mixed effect gradient boosting for high-dimensional longitudinal data.

Autoři: Olaniran OR Olaniran SF Allohibi J a další

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

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

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

Autoři: Fernández-Blázquez MA Ruiz-Sánchez de León JM Sanz-Blasco R a další

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

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

Prognostic Value of Global Longitudinal Strain using Automated Measurement in Cardiac MRI.

Autoři: Canuti ES Toupin S Hovasse T a další

Zdroj: Radiology [Radiology] 2025 Aug; Vol. 316 (2), pp. e241147.

Způsob vydávání: Journal Article; Observational Study

Informace o časopise: Publisher: Radiological Society of North America Country of Publication: United States NLM ID: 0401260 Publication Model: Print Cited Medium: Internet ISSN: 1527-1315 (Electronic) Linking ISSN: 00338419 NLM ISO Abbreviation: Radiology Subsets: MEDLINE

Výrazy ze slovníku MeSH: Magnetic Resonance Imaging*/methods , Cardiovascular Diseases*/diagnostic imaging , Cardiovascular Diseases*/epidemiology , Cardiovascular Diseases*/etiology , Myocardial Ischemia*/complications , Myocardial Ischemia*/diagnostic imaging , Myocardial Ischemia*/physiopathology , Machine Learning Algorithms* , Global Longitudinal Strain*, Aged ; Female ; Humans ; Male ; Middle Aged ; Longitudinal Studies ; Predictive Value of Tests ; Prognosis ; Retrospective Studies ; Heart Failure/diagnostic imaging ; Heart Failure/epidemiology ; Heart Failure/etiology ; Feasibility Studies

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

Autoři: Ejiyi CJ Qin Z Nneji GU a další

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

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

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

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

Autoři: Li W Zhou Y Luo Z a další

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

Způsob vydávání: Journal Article

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

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

Autoři: Caramês ETS de Moraes-Neto VF Bertozzi BG a další

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

Způsob vydávání: Journal Article; Evaluation Study

Informace 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 ze slovníku MeSH: Boosting Machine Learning Algorithms* , Fusarium*/chemistry , Fusarium*/classification , Fusarium*/isolation & purification , Spectrum Analysis, Raman*/methods, Hordeum/microbiology

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

Autoři: Jiang Y Wang HW Tian FY a další

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

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

Hierarchically Optimized Multiple Instance Learning With Multi-Magnification Pathological Images for Cerebral Tumor Diagnosis.

Autoři: Zhu L Yan R Guan T a další

Zdroj: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2025 Jun; Vol. 29 (6), pp. 4173-4185.

Způsob vydávání: Journal Article

Informace 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 ze slovníku MeSH: Brain Neoplasms*/diagnostic imaging , Brain Neoplasms*/pathology , Image Interpretation, Computer-Assisted*/methods , Multiple-Instance Learning Algorithms*, Humans ; Brain/diagnostic imaging ; Brain/pathology ; Databases, Factual ; Glioma/diagnostic imaging ; Glioma/pathology ; Machine Learning

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

Autoři: Yang XH Liao HJ Sun PY a další

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

Způsob vydávání: Journal Article

Informace 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 ze slovníku MeSH: Boosting Machine Learning Algorithms* , Drug Therapy*, Humans ; Algorithms ; Machine Learning

S2L-CM: Scribble-supervised nuclei segmentation in histopathology images using contrastive regularization and pixel-level multiple instance learning.

Autoři: Oh HJ Min S Jeong WK

Zdroj: Computers in biology and medicine [Comput Biol Med] 2025 Jun; Vol. 192 (Pt B), pp. 110293. Date of Electronic Publication: 2025 May 16.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Výrazy ze slovníku MeSH: Cell Nucleus*/pathology , Image Processing, Computer-Assisted*/methods , Multiple-Instance Learning Algorithms*, Humans ; Algorithms ; Deep Learning

Whole slide image-level classification of malignant effusion cytology using clustering-constrained attention multiple instance learning.

Autoři: Kim D Lee J Jung M a další

Zdroj: Lung cancer (Amsterdam, Netherlands) [Lung Cancer] 2025 Jun; Vol. 204, pp. 108552. Date of Electronic Publication: 2025 Apr 21.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8800805 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8332 (Electronic) Linking ISSN: 01695002 NLM ISO Abbreviation: Lung Cancer Subsets: MEDLINE

Výrazy ze slovníku MeSH: Cluster Analysis* , Lung Neoplasms*/diagnosis , Lung Neoplasms*/pathology , Multiple-Instance Learning Algorithms* , Pleural Effusion, Malignant*/diagnosis , Pleural Effusion, Malignant*/pathology , Pleural Effusion, Malignant*/classification, Humans ; Cytodiagnosis/methods ; Image Processing, Computer-Assisted/methods

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

Autoři: Schindele A Krebold A Heiß U a další

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

Způsob vydávání: Journal Article

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

Prediction of cardiovascular disease based on multiple feature selection and improved PSO-XGBoost model.

Autoři: Cao K Liu C Yang S a další

Zdroj: Scientific reports [Sci Rep] 2025 Apr 11; Vol. 15 (1), pp. 12406. Date of Electronic Publication: 2025 Apr 11.

Způsob vydávání: Evaluation Study; 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: Boosting Machine Learning Algorithms* , Cardiovascular Diseases*/diagnosis , Cardiovascular Diseases*/epidemiology, Humans ; Area Under Curve ; ROC Curve

The KMeansGraphMIL Model: A Weakly Supervised Multiple Instance Learning Model for Predicting Colorectal Cancer Tumor Mutational Burden.

Autoři: Chen L Xiao H Jiang J a další

Zdroj: The American journal of pathology [Am J Pathol] 2025 Apr; Vol. 195 (4), pp. 671-679. Date of Electronic Publication: 2025 Jan 10.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Elsevier Country of Publication: United States NLM ID: 0370502 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-2191 (Electronic) Linking ISSN: 00029440 NLM ISO Abbreviation: Am J Pathol Subsets: MEDLINE

Výrazy ze slovníku MeSH: Biomarkers, Tumor*/genetics , Colorectal Neoplasms*/genetics , Colorectal Neoplasms*/pathology , Colorectal Neoplasms*/diagnosis , Multiple-Instance Learning Algorithms* , Mutation*, Humans ; ROC Curve

Enhancing the diagnostic accuracy of colorectal cancer through the integration of serum tumor markers and hematological indicators with machine learning algorithms.

Autoři: Xu R Chi H Zhang Q a další

Zdroj: Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico [Clin Transl Oncol] 2025 Jan; Vol. 27 (1), pp. 299-308. Date of Electronic Publication: 2024 Jun 20.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Springer Italia Country of Publication: Italy NLM ID: 101247119 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1699-3055 (Electronic) Linking ISSN: 1699048X NLM ISO Abbreviation: Clin Transl Oncol Subsets: MEDLINE

Výrazy ze slovníku MeSH: Colorectal Neoplasms*/blood , Colorectal Neoplasms*/diagnosis , Biomarkers, Tumor*/blood , Machine Learning Algorithms*, Humans ; Male ; Female ; Antigens, Tumor-Associated, Carbohydrate ; Carcinoembryonic Antigen/blood ; alpha-Fetoproteins/analysis ; CA-125 Antigen/blood ; Membrane Proteins/blood ; Adolescent ; Young Adult ; Adult ; Middle Aged ; Aged ; Aged, 80 and over