Suchergebnisse - "Decision Trees"

Sociodemographic and Lifestyle Factors Associated with Adolescent Mental Ill-Health: a Decision Tree Analysis.

Autoren: Battista K Smout S Patte KA et al.

Quelle: Prevention science : the official journal of the Society for Prevention Research [Prev Sci] 2025 Nov; Vol. 26 (7), pp. 1099-1111. Date of Electronic Publication: 2025 Aug 27.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 100894724 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-6695 (Electronic) Linking ISSN: 13894986 NLM ISO Abbreviation: Prev Sci Subsets: MEDLINE

MeSH-Schlagworte: Life Style* , Decision Trees* , Mental Disorders*/epidemiology , Sociodemographic Factors*, Humans ; Adolescent ; Female ; Male ; Australia ; Risk Factors

Decision tree classifier in predicting high risk of suicide in nursing students after COVID-19 pandemic.

Autoren: Moreno G Cuesta-Álvaro P Martín-Núñez M et al.

Quelle: Enfermeria clinica [Enferm Clin (Engl Ed)] 2025 Nov-Dec; Vol. 35 (6), pp. 502244. Date of Electronic Publication: 2025 Oct 20.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Elsevier España, S.L.U Country of Publication: Spain NLM ID: 101777540 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2445-1479 (Electronic) Linking ISSN: 24451479 NLM ISO Abbreviation: Enferm Clin (Engl Ed) Subsets: MEDLINE

MeSH-Schlagworte: COVID-19*/epidemiology , COVID-19*/psychology , Students, Nursing*/psychology , Students, Nursing*/statistics & numerical data , Decision Trees* , Suicide*/statistics & numerical data , Suicide*/psychology , Suicidal Ideation*, Humans ; Male ; Female ; Cross-Sectional Studies ; Young Adult ; Risk Assessment ; Adult ; Spain/epidemiology ; Adolescent ; Risk Factors ; Pandemics

Characteristics of adolescent cannabis use and social context predicting problematic use: A decision tree analysis.

Autoren: Battista K Haddad S Leatherdale ST et al.

Quelle: Addictive behaviors [Addict Behav] 2025 Nov; Vol. 170, pp. 108445. Date of Electronic Publication: 2025 Jul 31.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Elsevier Science Country of Publication: England NLM ID: 7603486 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-6327 (Electronic) Linking ISSN: 03064603 NLM ISO Abbreviation: Addict Behav Subsets: MEDLINE

MeSH-Schlagworte: Decision Trees* , Adolescent Behavior*/psychology , Marijuana Abuse*/epidemiology , Marijuana Abuse*/psychology , Social Environment* , Marijuana Use*/epidemiology , Marijuana Use*/psychology, Humans ; Adolescent ; Male ; Female ; Quebec/epidemiology ; Risk Factors ; Peer Group

From cells to pixels: A decision tree for designing bioimage analysis pipelines.

Autoren: Fazeli E Haase R Doube M et al.

Quelle: Journal of microscopy [J Microsc] 2025 Dec; Vol. 300 (3), pp. 384-408. Date of Electronic Publication: 2025 Aug 29.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Published for the Royal Microscopical Society by Blackwell Scientific Publications Country of Publication: England NLM ID: 0204522 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2818 (Electronic) Linking ISSN: 00222720 NLM ISO Abbreviation: J Microsc Subsets: MEDLINE

MeSH-Schlagworte: Image Processing, Computer-Assisted*/methods , Decision Trees* , Computational Biology*/methods

Anemia diagnosis from clinical records leveraging tree-driven and XAI-enhanced machine learning.

Autoren: Bhowmik P Nasir MK

Quelle: Computational biology and chemistry [Comput Biol Chem] 2025 Dec; Vol. 119, pp. 108582. Date of Electronic Publication: 2025 Jun 30.

Publikationsart: Journal Article

Info zur Zeitschrift: 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

MeSH-Schlagworte: Machine Learning* , Anemia*/diagnosis , Decision Trees*, Humans ; Female ; Male ; Adolescent ; Algorithms

Prioritization of patients at risk of heart attack using a novel full-objective ITARA based on Random Forest and Decision tree.

Autoren: Amini N Hashemkhani Zolfani S Cavallaro F

Quelle: Scientific reports [Sci Rep] 2025 Nov 27; Vol. 15 (1), pp. 42512. Date of Electronic Publication: 2025 Nov 27.

Publikationsart: Journal Article

Info zur Zeitschrift: 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

MeSH-Schlagworte: Decision Trees* , Myocardial Infarction*/diagnosis, Humans ; Machine Learning ; Middle Aged ; Male ; Female ; Aged ; Risk Assessment/methods ; Risk Factors ; Random Forest

Construction of the prediction model and analysis of key winning factors in world women's volleyball using gradient boosting decision tree.

Autoren: Ming Z Jin Z

Quelle: Scientific reports [Sci Rep] 2025 Nov 27; Vol. 15 (1), pp. 42376. Date of Electronic Publication: 2025 Nov 27.

Publikationsart: Journal Article

Info zur Zeitschrift: 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

MeSH-Schlagworte: Volleyball* , Decision Trees* , Athletic Performance*, Humans ; Female ; Algorithms ; Machine Learning

Interpretable molecular decision-making with DNA-based scalable and memory-efficient tree computation.

Autoren: Liu J Tang Q Han Y et al.

Quelle: Nature communications [Nat Commun] 2025 Nov 21; Vol. 16 (1), pp. 10311. Date of Electronic Publication: 2025 Nov 21.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE

MeSH-Schlagworte: Decision Trees* , DNA*/chemistry , DNA*/genetics , Computers, Molecular* , Computational Biology*/methods, Algorithms ; Humans ; DNA Methylation ; Computer Simulation

A CT-based decision tree model for differentiating sub-3 cm gastric ectopic pancreas from gastrointestinal stromal tumors.

Autoren: Duan J Zhao Y Shi Q et al.

Quelle: BMC gastroenterology [BMC Gastroenterol] 2025 Nov 19; Vol. 25 (1), pp. 821. Date of Electronic Publication: 2025 Nov 19.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: BioMed Central Country of Publication: England NLM ID: 100968547 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-230X (Electronic) Linking ISSN: 1471230X NLM ISO Abbreviation: BMC Gastroenterol Subsets: MEDLINE

MeSH-Schlagworte: Gastrointestinal Stromal Tumors*/diagnostic imaging , Gastrointestinal Stromal Tumors*/pathology , Decision Trees* , Choristoma*/diagnostic imaging , Choristoma*/pathology , Pancreas* , Tomography, X-Ray Computed* , Stomach Neoplasms*/diagnostic imaging , Stomach Neoplasms*/pathology , Stomach Diseases*/diagnostic imaging , Stomach Diseases*/pathology, Humans ; Male ; Retrospective Studies ; Female ; Diagnosis, Differential ; Middle Aged ; Aged ; Adult ; Sensitivity and Specificity ; ROC Curve

Predicting maximum occlusal force and tongue pressure using decision tree analysis in patients diagnosed with head and neck tumors.

Autoren: Bai Z Han X Sumita Y et al.

Quelle: The Journal of prosthetic dentistry [J Prosthet Dent] 2025 Nov; Vol. 134 (5), pp. 2007-2015. Date of Electronic Publication: 2024 Apr 24.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Mosby-Year Book Country of Publication: United States NLM ID: 0376364 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-6841 (Electronic) Linking ISSN: 00223913 NLM ISO Abbreviation: J Prosthet Dent Subsets: MEDLINE

MeSH-Schlagworte: Decision Trees* , Head and Neck Neoplasms*/physiopathology , Head and Neck Neoplasms*/therapy , Tongue*/physiopathology , Tongue*/physiology , Bite Force*, Humans ; Male ; Middle Aged ; Female ; Pressure ; Aged ; Adult ; Aged, 80 and over

Postmortem CT angiography of fetuses, infants and children up to 12 years old a systematic review and conceptual decision tree.

Autoren: Vanhaebost J Scholzen T Coche E et al.

Quelle: International journal of legal medicine [Int J Legal Med] 2025 Nov; Vol. 139 (6), pp. 2829-2836. Date of Electronic Publication: 2025 Jul 04.

Publikationsart: Journal Article; Systematic Review; Review

Info zur Zeitschrift: Publisher: Springer International Country of Publication: Germany NLM ID: 9101456 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1437-1596 (Electronic) Linking ISSN: 09379827 NLM ISO Abbreviation: Int J Legal Med Subsets: MEDLINE

MeSH-Schlagworte: Autopsy*/methods , Computed Tomography Angiography*/methods , Decision Trees* , Fetus*/diagnostic imaging , Fetus*/blood supply, Child ; Child, Preschool ; Humans ; Infant ; Infant, Newborn

A Novel Classification and Regression Tree-Driven Decision Tree Combining Neutrophil-to-Lymphocyte Ratio and C-reactive Protein for Early Prognostication of Severe Acute Pancreatitis: A Prospective Vietnamese Cohort Study.

Autoren: Huynh TM Tran A Tran DT et al.

Quelle: Clinical and translational gastroenterology [Clin Transl Gastroenterol] 2025 Nov 01; Vol. 16 (11), pp. e00919. Date of Electronic Publication: 2025 Nov 01.

Publikationsart: Journal Article; Observational Study

Info zur Zeitschrift: Publisher: Wolters Kluwer Health Country of Publication: United States NLM ID: 101532142 Publication Model: Electronic Cited Medium: Internet ISSN: 2155-384X (Electronic) Linking ISSN: 2155384X NLM ISO Abbreviation: Clin Transl Gastroenterol Subsets: MEDLINE

MeSH-Schlagworte: C-Reactive Protein*/analysis , Decision Trees* , Lymphocytes* , Neutrophils* , Pancreatitis*/diagnosis , Pancreatitis*/blood, Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Biomarkers/blood ; Leukocyte Count ; Lymphocyte Count ; Predictive Value of Tests ; Prognosis ; Prospective Studies ; Risk Assessment/methods ; ROC Curve ; Sensitivity and Specificity ; Severity of Illness Index ; Vietnam/epidemiology

Decision-making tree to support sustainable waste management in optometric clinical practice and healthcare training programmes.

Autoren: Pillay R Hansraj R Singaram VS

Quelle: Clinical & experimental optometry [Clin Exp Optom] 2025 Nov; Vol. 108 (8), pp. 1063-1070. Date of Electronic Publication: 2024 Nov 27.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Taylor & Francis Country of Publication: United States NLM ID: 8703442 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1444-0938 (Electronic) Linking ISSN: 08164622 NLM ISO Abbreviation: Clin Exp Optom Subsets: MEDLINE

MeSH-Schlagworte: Optometry*/education , Waste Management*/methods , Decision Trees* , Medical Waste Disposal*/methods , Decision Making* , Contact Lenses*, Humans ; Plastics

Machine learning decision tree-based models for predicting the antibacterial activity of Lamiaceae essential oils against Staphylococcus aureus.

Autoren: de Oliveira Miranda D Ferreira MS Katchborian-Neto A et al.

Quelle: Journal of molecular graphics & modelling [J Mol Graph Model] 2025 Nov; Vol. 140, pp. 109116. Date of Electronic Publication: 2025 Jul 03.

Publikationsart: Journal Article

Info zur Zeitschrift: 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

MeSH-Schlagworte: Oils, Volatile*/pharmacology , Oils, Volatile*/chemistry , Anti-Bacterial Agents*/pharmacology , Anti-Bacterial Agents*/chemistry , Machine Learning* , Staphylococcus aureus*/drug effects , Decision Trees* , Lamiaceae*/chemistry, Microbial Sensitivity Tests ; Neural Networks, Computer

Predicting COVID-19 patient recovery or mortality using deep neural decision tree and forest.

Autoren: Dehghani M Ghobadi MZ Mohammadi M et al.

Quelle: BMC research notes [BMC Res Notes] 2025 Oct 27; Vol. 18 (1), pp. 448. Date of Electronic Publication: 2025 Oct 27.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Biomed Central Country of Publication: England NLM ID: 101462768 Publication Model: Electronic Cited Medium: Internet ISSN: 1756-0500 (Electronic) Linking ISSN: 17560500 NLM ISO Abbreviation: BMC Res Notes Subsets: MEDLINE

MeSH-Schlagworte: COVID-19*/mortality , COVID-19*/diagnosis , Decision Trees* , Deep Learning*, Humans ; SARS-CoV-2 ; Neural Networks, Computer ; Machine Learning ; Male ; Female ; Middle Aged ; Risk Factors ; Prognosis

A clinical decision tool including a decision tree, point-of-care testing of CRP, and safety-netting advice to guide antibiotic prescribing in acutely ill children in primary care in Belgium (ARON): a pragmatic, cluster-randomised, controlled trial.

Autoren: Verbakel JY Burvenich R D'hulster E et al.

Quelle: Lancet (London, England) [Lancet] 2025 Oct 11; Vol. 406 (10512), pp. 1599-1610. Date of Electronic Publication: 2025 Sep 25.

Publikationsart: Journal Article; Randomized Controlled Trial; Multicenter Study; Pragmatic Clinical Trial

Info zur Zeitschrift: Publisher: Elsevier Country of Publication: England NLM ID: 2985213R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1474-547X (Electronic) Linking ISSN: 01406736 NLM ISO Abbreviation: Lancet Subsets: MEDLINE

MeSH-Schlagworte: Anti-Bacterial Agents*/therapeutic use , C-Reactive Protein*/analysis , Point-of-Care Testing* , Decision Trees*, Humans ; Belgium ; Male ; Female ; Infant ; Child ; Child, Preschool ; Primary Health Care ; Acute Disease ; Practice Patterns, Physicians' ; Decision Support Techniques ; Antimicrobial Stewardship

The potential of decision tree application in threshold analysis of hazardous volatile organic compound release from biochar: Implications for environmental risk assessment.

Autoren: Syguła E Piasecka K Łyczko J et al.

Quelle: The Science of the total environment [Sci Total Environ] 2025 Oct 10; Vol. 998, pp. 180252. Date of Electronic Publication: 2025 Aug 14.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 0330500 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-1026 (Electronic) Linking ISSN: 00489697 NLM ISO Abbreviation: Sci Total Environ Subsets: MEDLINE

MeSH-Schlagworte: Charcoal*/chemistry , Decision Trees* , Volatile Organic Compounds*/analysis , Environmental Monitoring*/methods , Air Pollutants*/analysis , Hazardous Substances*/analysis, Risk Assessment ; Pyrolysis

Decision tree-based machine learning methods for identifying colorectal cancer-associated microRNA signatures and their regulatory networks.

Autoren: Hamidi F Gilani N Kazemnejad A et al.

Quelle: Scientific reports [Sci Rep] 2025 Oct 06; Vol. 15 (1), pp. 34700. Date of Electronic Publication: 2025 Oct 06.

Publikationsart: Journal Article

Info zur Zeitschrift: 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

MeSH-Schlagworte: Colorectal Neoplasms*/genetics , Colorectal Neoplasms*/diagnosis , Colorectal Neoplasms*/blood , Machine Learning* , MicroRNAs*/genetics , MicroRNAs*/blood , Decision Trees* , Gene Regulatory Networks*, Humans ; Biomarkers, Tumor/genetics ; Biomarkers, Tumor/blood ; Gene Expression Regulation, Neoplastic ; Gene Expression Profiling ; Databases, Genetic ; Male ; Female

Construction of decision tree prediction model and group intervention for the mindfulness level of community pre-frail elderly: A cross-sectional study.

Autoren: Zheng H Xu J Li F et al.

Quelle: Medicine [Medicine (Baltimore)] 2025 Oct 03; Vol. 104 (40), pp. e44878.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 2985248R Publication Model: Print Cited Medium: Internet ISSN: 1536-5964 (Electronic) Linking ISSN: 00257974 NLM ISO Abbreviation: Medicine (Baltimore) Subsets: MEDLINE

MeSH-Schlagworte: Mindfulness*/methods , Decision Trees* , Frailty*/psychology, Humans ; Cross-Sectional Studies ; Aged ; Male ; Female ; China ; Aged, 80 and over ; Independent Living/psychology ; Surveys and Questionnaires ; Geriatric Assessment/methods

[Construction of a Prognostic Risk Prediction Model for Multiple Myeloma Patients after Bortezomib Treatment Based on Decision Tree Algorithm].

Autoren: Jiang T Luo Y Wang H et al.

Quelle: Zhongguo shi yan xue ye xue za zhi [Zhongguo Shi Yan Xue Ye Xue Za Zhi] 2025 Oct; Vol. 33 (5), pp. 1386-1391.

Publikationsart: English Abstract; Journal Article

Info zur Zeitschrift: Publisher: Zhongguo shi yan xue za zhi she Country of Publication: China NLM ID: 101084424 Publication Model: Print Cited Medium: Print ISSN: 1009-2137 (Print) Linking ISSN: 10092137 NLM ISO Abbreviation: Zhongguo Shi Yan Xue Ye Xue Za Zhi Subsets: MEDLINE

MeSH-Schlagworte: Bortezomib*/therapeutic use , Multiple Myeloma*/drug therapy , Multiple Myeloma*/diagnosis , Decision Trees*, Humans ; Prognosis ; Algorithms ; Risk Factors ; Male ; Female ; Middle Aged