Safety and Efficacy of Antiviral Drugs and Vaccines in Pregnant Women: Insights from Physiologically Based Pharmacokinetic Modeling and Integration of Viral Infection DynamicsReview Published on 2024-07-162024-09-05 Journal: Vaccines [Category] update2024, [키워드] antivirals Causal inference Cytomegalovirus (CMV) Hepatitis B virus (HBV) hepatitis C virus (HCV) Human immunodeficiency virus (HIV) Influenza machine learning PBPK modeling Pregnancy SARS-CoV-2 (COVID-19) [DOI] 10.3390/vaccines12070782 PMC 바로가기 [Article Type] Review
Evaluating Effects of Multilevel Interventions on Disparity in Health and Healthcare DecisionsArticle Published on 2024-06-222024-09-05 Journal: Prevention science : the official journal of the S [Category] update2024, [키워드] Allowability Causal inference decision disparity equity Evaluation Intervention multilevel Trial [DOI] 10.1007/s11121-024-01677-8 PMC 바로가기 [Article Type] Article
Editorial: Novel methods and technologies for the evaluation of drug outcomes and policiesPharmacology Editorial Published on 2024-04-182024-09-05 Journal: Frontiers in Pharmacology [Category] update2024, [키워드] analytic artificial intelligence Causal inference health technology assessment (HTA) HEOR Methods [DOI] 10.3389/fphar.2024.1396034 PMC 바로가기 [Article Type] Pharmacology Editorial
Interpretations of Studies on SARS-CoV-2 Vaccination and Post-acute COVID-19 SequelaeInfectious Diseases Published on 2024-04-182024-09-05 Journal: Epidemiology (Cambridge, Mass.) [Category] update2024, [키워드] Causal inference Long COVID principal stratification vaccination [DOI] 10.1097/EDE.0000000000001720 PMC 바로가기 [Article Type] Infectious Diseases
A Roadmap for Using Causal Inference and Machine Learning to Personalize Asthma Medication SelectionViewpoint Published on 2024-04-172024-09-05 Journal: JMIR Medical Informatics [Category] update2024, [키워드] artificial intelligence Asthma Causal inference Corticosteroid Corticosteroids customized Decision support drug drugs Forecast Forecasting ICS Inhaled inhaled corticosteroid inhaler machine learning medication medication selection medications personalized pharmaceutic pharmaceutical Pharmaceuticals Pharmaceutics pharmacies Pharmacology pharmacotherapy Pharmacy pulmonary respiratory [DOI] 10.2196/56572 PMC 바로가기 [Article Type] Viewpoint
Exploring the evolutionary mechanism of hepatitis B and gastric cancer based on Mendelian randomization combined with bioinformatics analysis4500 Published on 2024-04-052024-09-05 Journal: Medicine [Category] update2024, [키워드] Causal inference extrahepatic cancers hepatitis B mendelian randomization [DOI] 10.1097/MD.0000000000037645 PMC 바로가기 [Article Type] 4500
The Effect of the COVID-19 Pandemic on Non–COVID-19 Deaths: Population-Wide Retrospective Cohort StudyOriginal Paper Published on 2024-02-132024-09-05 Journal: JMIR Public Health and Surveillance [Category] update2024, [키워드] avoidance Causal inference Cohort COVID-19 death death rate death toll emergency department Epidemiology excess Excess death Health care health care avoidance Hong Kong hospital hospital avoidance behavior hospital care Impact Mortality Population [DOI] 10.2196/41792 PMC 바로가기 [Article Type] Original Paper
The augmented synthetic control method in public health and biomedical researchOriginal Research Article Published on 2024-02-062024-09-05 Journal: Statistical Methods in Medical Research [Category] update2024, [키워드] Causal inference comparative case studies counterfactual Synthetic control treatment effect [DOI] 10.1177/09622802231224638 PMC 바로가기 [Article Type] Original Research Article
Federated causal inference based on real-world observational data sources: application to a SARS-CoV-2 vaccine effectiveness assessmentarticle Published on 2023-10-232024-09-05 Journal: BMC Med Res Methodol [Category] update2024, [키워드] Causal inference comparative effectiveness COVID-19 Federated analysis pandemic preparedness real-world data Vaccines [DOI] 10.1186/s12874-023-02068-3 PMC 바로가기 [Article Type] article
A causal roadmap for generating high-quality real-world evidencearticle Published on 2023-09-222024-09-05 Journal: Journal of Clinical and Translational Science [Category] update2024, [키워드] Causal inference Estimands machine learning Real-world evidence sensitivity analysis Simulations [DOI] 10.1017/cts.2023.635 PMC 바로가기 [Article Type] article