Search Results - "Logistic Models"

Logistic regression modeling: methodological insights and roadmap.

Authors: Bui LN Ding Q

Source: Currents in pharmacy teaching & learning [Curr Pharm Teach Learn] 2025 Dec; Vol. 17 (12), pp. 102460. Date of Electronic Publication: 2025 Aug 11.

Publication Type: Journal Article; Review

Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101560815 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1877-1300 (Electronic) Linking ISSN: 18771297 NLM ISO Abbreviation: Curr Pharm Teach Learn Subsets: MEDLINE

MeSH Terms: Logistic Models*, Humans ; Education, Pharmacy/methods

Analysis of categorical data from biological experiments with logistic regression and CMH tests.

Authors: Androwski RJ Popovitchenko T Smart AJ et al.

Source: PloS one [PLoS One] 2025 Nov 17; Vol. 20 (11), pp. e0335143. Date of Electronic Publication: 2025 Nov 17 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Data Interpretation, Statistical* , Logistic Models* , Biology*/methods, Animals ; Caenorhabditis elegans/physiology

Logistic Mixed-Effects Model Analysis With Pseudo-Observations for Estimating Risk Ratios in Clustered Binary Data Analysis.

Authors: Noma H Gosho M

Source: Statistics in medicine [Stat Med] 2025 Sep; Vol. 44 (20-22), pp. e70280.

Publication Type: Journal Article

Journal Info: Publisher: Wiley Country of Publication: England NLM ID: 8215016 Publication Model: Print Cited Medium: Internet ISSN: 1097-0258 (Electronic) Linking ISSN: 02776715 NLM ISO Abbreviation: Stat Med Subsets: MEDLINE

MeSH Terms: Data Interpretation, Statistical* , Logistic Models*, Humans ; Cluster Analysis ; Computer Simulation ; Longitudinal Studies ; Odds Ratio ; Randomized Controlled Trials as Topic/statistics & numerical data

Mastering rare event analysis: subsample-size determination in Cox and logistic regressions.

Authors: Agassi T Keret N Gorfine M

Source: Biometrics [Biometrics] 2025 Jul 03; Vol. 81 (3).

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 0370625 Publication Model: Print Cited Medium: Internet ISSN: 1541-0420 (Electronic) Linking ISSN: 0006341X NLM ISO Abbreviation: Biometrics Subsets: MEDLINE

MeSH Terms: Data Interpretation, Statistical* , Logistic Models* , Proportional Hazards Models*, Humans ; Colorectal Neoplasms/mortality ; Computer Simulation ; Sample Size ; Survival Analysis ; United Kingdom/epidemiology

Evaluating the three-level approach of the U-smile method for imbalanced binary classification.

Authors: Więckowska B Kubiak KB Guzik P

Source: PloS one [PLoS One] 2025 Apr 10; Vol. 20 (4), pp. e0321661. Date of Electronic Publication: 2025 Apr 10 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Logistic Models*, Humans ; Algorithms ; Heart Diseases ; Datasets as Topic

Zuyderland Hip Inference for Survival and Lifetime Expectancy (ZHISLE) following hip fracture surgery: validation of the model that demonstrated good predictive power.

Authors: Vesseur MAM Quaedvlieg L Schotanus MGM et al.

Source: Hip international : the journal of clinical and experimental research on hip pathology and therapy [Hip Int] 2025 Mar; Vol. 35 (2), pp. 214-219. Date of Electronic Publication: 2025 Jan 08.

Publication Type: Journal Article; Validation Study

Journal Info: Publisher: SAGE Publishing Country of Publication: United States NLM ID: 9200413 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1724-6067 (Electronic) Linking ISSN: 11207000 NLM ISO Abbreviation: Hip Int Subsets: MEDLINE

MeSH Terms: Proximal Femoral Fractures*/mortality , Proximal Femoral Fractures*/surgery , Logistic Models*, Retrospective Studies ; Humans ; Male ; Aged ; Aged, 80 and over ; Female ; Risk Assessment ; Comorbidity ; Netherlands/epidemiology

Hospital Readmission in Stroke Survivors in Social Vulnerability: Predictive Modeling with Machine Learning from the Perspective of the Chronic Conditions Care Model.

Authors: da Silva ES Moreira TMM de Souza ACC et al.

Source: International journal of environmental research and public health [Int J Environ Res Public Health] 2025 Nov 11; Vol. 22 (11). Date of Electronic Publication: 2025 Nov 11.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101238455 Publication Model: Electronic Cited Medium: Internet ISSN: 1660-4601 (Electronic) Linking ISSN: 16604601 NLM ISO Abbreviation: Int J Environ Res Public Health Subsets: MEDLINE

MeSH Terms: Machine Learning* , Patient Readmission*/statistics & numerical data , Stroke*/therapy , Stroke*/epidemiology , Survivors*/statistics & numerical data, Humans ; Male ; Chronic Disease ; Female ; Aged ; Middle Aged ; COVID-19/epidemiology ; Decision Trees ; Vulnerable Populations ; Logistic Models

Triathletes and Urinary Incontinence: An Investigation of Prevalence and Associated Factors.

Authors: Schwamberger T da Roza TH Arbieto ERM et al.

Source: Neurourology and urodynamics [Neurourol Urodyn] 2025 Nov; Vol. 44 (8), pp. 1607-1613. Date of Electronic Publication: 2025 Sep 08.

Publication Type: Journal Article

Journal Info: Publisher: Alan R. Liss Country of Publication: United States NLM ID: 8303326 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-6777 (Electronic) Linking ISSN: 07332467 NLM ISO Abbreviation: Neurourol Urodyn Subsets: MEDLINE

MeSH Terms: Urinary Incontinence*/epidemiology , Urinary Incontinence*/diagnosis , Athletes*, Humans ; Female ; Prevalence ; Cross-Sectional Studies ; Adult ; Brazil/epidemiology ; Risk Factors ; Middle Aged ; Surveys and Questionnaires ; Severity of Illness Index ; Urinary Incontinence, Stress/epidemiology ; Logistic Models ; Running ; Young Adult ; Pregnancy ; Parity ; Swimming

Hysterectomy as a predictor of depression: A comprehensive analysis using logistic regression and machine learning.

Authors: Wang Y Wei S Li Y et al.

Source: Journal of affective disorders [J Affect Disord] 2025 Dec 15; Vol. 391, pp. 119980. Date of Electronic Publication: 2025 Jul 28.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 7906073 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-2517 (Electronic) Linking ISSN: 01650327 NLM ISO Abbreviation: J Affect Disord Subsets: MEDLINE

MeSH Terms: Hysterectomy*/statistics & numerical data , Hysterectomy*/psychology , Machine Learning* , Depression*/epidemiology , Depressive Disorder*/epidemiology, Humans ; Female ; Middle Aged ; Adult ; Logistic Models ; ROC Curve ; Risk Factors ; Aged

Biological aging matters: a cross-sectional study uncovering the association between phenotypic age acceleration and erectile dysfunction based on 2360 male individuals.

Authors: Dong F Ping P Ma Y et al.

Source: The aging male : the official journal of the International Society for the Study of the Aging Male [Aging Male] 2025 Dec 11; Vol. 28 (1), pp. 2576049. Date of Electronic Publication: 2025 Nov 17.

Publication Type: Journal Article

Journal Info: Publisher: Taylor & Francis Country of Publication: England NLM ID: 9808210 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1473-0790 (Electronic) Linking ISSN: 13685538 NLM ISO Abbreviation: Aging Male Subsets: MEDLINE

MeSH Terms: Erectile Dysfunction*/epidemiology , Erectile Dysfunction*/physiopathology , Aging*/physiology, Humans ; Male ; Cross-Sectional Studies ; Middle Aged ; Aged ; Adult ; Phenotype ; Nutrition Surveys ; Logistic Models

Minimum Displacement in Existing Moment (MDEM)- A new supervised learning algorithm by incrementally constructing the moments of the underlying classes.

Authors: Nizam AM; The Central Bank of Bangladesh, Motijheel, Dhaka, Bangladesh.

Source: PloS one [PLoS One] 2025 Dec 05; Vol. 20 (12), pp. e0336933. Date of Electronic Publication: 2025 Dec 05 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Algorithms* , Supervised Machine Learning*, Humans ; Breast Neoplasms ; Neural Networks, Computer ; Female ; Support Vector Machine ; Logistic Models ; Diabetes Mellitus

Rotasiil vaccine effectiveness against rotavirus-associated hospitalizations in the Democratic Republic of the Congo: comparison of multivariate logistic regression and inverse probability treatment weighting methods in a test-negative design.

Authors: Luhata Lungayo C Burnett E Mulumba A et al.

Source: Vaccine [Vaccine] 2025 Dec 05; Vol. 68, pp. 127944. Date of Electronic Publication: 2025 Nov 10.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: Elsevier Science Country of Publication: Netherlands NLM ID: 8406899 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2518 (Electronic) Linking ISSN: 0264410X NLM ISO Abbreviation: Vaccine Subsets: MEDLINE

MeSH Terms: Rotavirus Infections*/prevention & control , Rotavirus Infections*/epidemiology , Rotavirus Vaccines*/administration & dosage , Rotavirus Vaccines*/immunology , Hospitalization*/statistics & numerical data , Vaccine Efficacy*, Humans ; Democratic Republic of the Congo/epidemiology ; Infant ; Male ; Female ; Logistic Models ; Rotavirus/immunology ; Child, Preschool ; Vaccines, Attenuated/administration & dosage ; Vaccines, Attenuated/immunology ; Diarrhea/prevention & control ; Diarrhea/virology ; Diarrhea/epidemiology ; Case-Control Studies ; Sentinel Surveillance ; Vaccination

Screen time and sleep problems in South Indian preschoolers: a community-based cross-sectional study.

Authors: Govindarajan Venguidesvarane A Varadarajan S Rajamohan M et al.

Source: BMJ open [BMJ Open] 2025 Dec 04; Vol. 15 (12), pp. e109376. Date of Electronic Publication: 2025 Dec 04.

Publication Type: Journal Article

Journal Info: Publisher: BMJ Publishing Group Ltd Country of Publication: England NLM ID: 101552874 Publication Model: Electronic Cited Medium: Internet ISSN: 2044-6055 (Electronic) Linking ISSN: 20446055 NLM ISO Abbreviation: BMJ Open Subsets: MEDLINE

MeSH Terms: Screen Time* , Sleep Wake Disorders*/epidemiology, Humans ; India/epidemiology ; Cross-Sectional Studies ; Child, Preschool ; Female ; Male ; Prevalence ; ROC Curve ; Logistic Models ; Rural Population

Prevalence and associated factors of suicidal behaviours and non-suicidal self-injury among youths of Gurage Zone, Ethiopia 2024: a community-based cross-sectional study.

Authors: Geleta OT Amlak BT Getie A et al.

Source: BMJ open [BMJ Open] 2025 Dec 04; Vol. 15 (12), pp. e101889. Date of Electronic Publication: 2025 Dec 04.

Publication Type: Journal Article

Journal Info: Publisher: BMJ Publishing Group Ltd Country of Publication: England NLM ID: 101552874 Publication Model: Electronic Cited Medium: Internet ISSN: 2044-6055 (Electronic) Linking ISSN: 20446055 NLM ISO Abbreviation: BMJ Open Subsets: MEDLINE

MeSH Terms: Self-Injurious Behavior*/epidemiology , Suicidal Ideation* , Suicide, Attempted*/statistics & numerical data, Humans ; Ethiopia/epidemiology ; Male ; Female ; Cross-Sectional Studies ; Adolescent ; Prevalence ; Risk Factors ; Young Adult ; Surveys and Questionnaires ; Logistic Models

Short telomere length is associated with accelerated lung disease progression in rheumatoid arthritis-associated interstitial lung disease.

Authors: El Husseini K Lee JS Juge PA et al.

Source: The European respiratory journal [Eur Respir J] 2025 Dec 04; Vol. 66 (6). Date of Electronic Publication: 2025 Dec 04 (Print Publication: 2025).

Publication Type: Journal Article; Observational Study

Journal Info: Publisher: European Respiratory Society Country of Publication: England NLM ID: 8803460 Publication Model: Electronic-Print Cited Medium: Internet ISSN: 1399-3003 (Electronic) Linking ISSN: 09031936 NLM ISO Abbreviation: Eur Respir J Subsets: MEDLINE

MeSH Terms: Arthritis, Rheumatoid*/complications , Lung Diseases, Interstitial*/physiopathology , Lung Diseases, Interstitial*/genetics , Lung Diseases, Interstitial*/etiology , Lung Diseases, Interstitial*/mortality , Lung Diseases, Interstitial*/complications , Telomere* , Telomere Shortening*, Humans ; Male ; Female ; Disease Progression ; Aged ; Middle Aged ; Prospective Studies ; Vital Capacity ; France ; Leukocytes ; Severity of Illness Index ; Lung Transplantation ; Logistic Models ; Lung/physiopathology ; Multivariate Analysis

Factors associated with using disposable versus non-disposable electronic cigarettes among adults in the U.S. and Israel: a cross-sectional study with policy implications.

Authors: Mulu BA Berg CJ Levine H et al.

Source: Israel journal of health policy research [Isr J Health Policy Res] 2025 Dec 03; Vol. 14 (1), pp. 73. Date of Electronic Publication: 2025 Dec 03.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101584158 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-4015 (Electronic) Linking ISSN: 20454015 NLM ISO Abbreviation: Isr J Health Policy Res Subsets: MEDLINE

MeSH Terms: Electronic Nicotine Delivery Systems*/statistics & numerical data , Disposable Equipment*/statistics & numerical data, Humans ; Israel ; Adult ; Cross-Sectional Studies ; United States ; Female ; Male ; Middle Aged ; Adolescent ; Vaping/epidemiology ; Surveys and Questionnaires ; Young Adult ; Logistic Models

Association between maternal occupation as a cleaner/maid/janitor during early pregnancy and selected birth defects in the National Birth Defects Prevention Study.

Authors: Yang Y Herdt ML Hosler AS et al.

Source: Occupational and environmental medicine [Occup Environ Med] 2025 Dec 03; Vol. 82 (10), pp. 504-511. Date of Electronic Publication: 2025 Dec 03.

Publication Type: Journal Article

Journal Info: Publisher: BMJ Pub. Group Country of Publication: England NLM ID: 9422759 Publication Model: Electronic Cited Medium: Internet ISSN: 1470-7926 (Electronic) Linking ISSN: 13510711 NLM ISO Abbreviation: Occup Environ Med Subsets: MEDLINE

MeSH Terms: Congenital Abnormalities*/epidemiology , Congenital Abnormalities*/etiology , Occupational Exposure*/adverse effects , Maternal Exposure*/adverse effects , Occupations* , Household Work*, Humans ; Female ; Pregnancy ; Case-Control Studies ; Adult ; United States/epidemiology ; Young Adult ; Logistic Models ; Infant, Newborn ; Risk Factors

Insulin-like growth factor-binding protein 3 and incidence of pancreatic cancer in a nested case-control study.

Authors: Adachi Y Nojima M Lin Y et al.

Corporate Authors: Adachi Y Nojima M Lin Y et al.

Source: Japanese journal of clinical oncology [Jpn J Clin Oncol] 2025 Dec 03; Vol. 55 (12), pp. 1365-1371.

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 0313225 Publication Model: Print Cited Medium: Internet ISSN: 1465-3621 (Electronic) Linking ISSN: 03682811 NLM ISO Abbreviation: Jpn J Clin Oncol Subsets: MEDLINE

MeSH Terms: Pancreatic Neoplasms*/epidemiology , Pancreatic Neoplasms*/blood , Insulin-Like Growth Factor Binding Protein 3*/blood , Insulin-Like Growth Factor I*/metabolism , Insulin-Like Growth Factor I*/analysis , Biomarkers, Tumor*/blood, Humans ; Female ; Male ; Case-Control Studies ; Middle Aged ; Aged ; Incidence ; Japan/epidemiology ; Prospective Studies ; Risk Factors ; Odds Ratio ; Logistic Models ; Adult ; Insulin-Like Peptides

Predicting future forest fire occurrence probability based on drought characteristics at various temporal scales in P. R. China.

Authors: Shao X Li C Chang Y et al.

Source: PloS one [PLoS One] 2025 Dec 02; Vol. 20 (12), pp. e0337473. Date of Electronic Publication: 2025 Dec 02 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Droughts* , Forests* , Wildfires*/statistics & numerical data , Fires*, China ; Climate Change ; Probability ; Forecasting ; Principal Component Analysis ; Logistic Models

Association between duration of alcohol consumption and risk of hematemesis in patients with alcoholic cirrhosis complicated by esophagogastric variceal bleeding: a case-control study.

Authors: Ding S Lu S Cui L et al.

Source: BMC gastroenterology [BMC Gastroenterol] 2025 Dec 02; Vol. 25 (1), pp. 849. Date of Electronic Publication: 2025 Dec 02.

Publication Type: Journal Article

Journal Info: 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 Terms: Hematemesis*/etiology , Hematemesis*/epidemiology , Esophageal and Gastric Varices*/etiology , Esophageal and Gastric Varices*/complications , Alcohol Drinking*/adverse effects , Alcohol Drinking*/epidemiology , Gastrointestinal Hemorrhage*/etiology , Gastrointestinal Hemorrhage*/complications , Liver Cirrhosis, Alcoholic*/complications, Humans ; Male ; Female ; Middle Aged ; Retrospective Studies ; Case-Control Studies ; Risk Factors ; Time Factors ; Adult ; China/epidemiology ; Aged ; Prothrombin Time ; Logistic Models