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M
022
Machine Learning and Deep Learning Techniques for the Survival Prediction of Oropharyngeal Squamous Cell Carcinoma: Ahead of the Pack

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ASPOT16
Machine Learning Applications for Predicting Empirical Antibiotic Treatment Failure in Urinary Tract Infections

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211
Machine Learning Natural Language Processing Classifiers to Enhance Opioid Overdose Surveillance Precision

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345
Mapping Genetic and Molecular Contributions to Vaccine Adverse Reactions: a systematic review of observational studies

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180
Mapping of Knowledge, Attitude & Practice in Patients Toward Cardiovascular Disorders Attending Out-Patient Department of Cardiology in a Tertiary Care Hospital

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314
Mapping the Epidemiological burden of active and lifetime epilepsy in Asian Countries: A Systematic review and Meta-analysis

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022
Market Uptake and Pattern of Use of Emerging Topical Rosacea Medications in Switzerland: a Descriptive Study using Swiss Claims Data

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278
Maternal and Infant Outcomes Following Infliximab Exposure During Pregnancy

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277
Maternal Mental Health in Focus: Real-World Data on Antidepressant Use. A Cohort Study in Catalonia.

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278
Maternal opioid use during breastfeeding and the risk of adverse infant outcomes: A nationwide cohort study among 4 million mother-child dyads

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279
Maternal outcomes in women receiving COVID-19 vaccination during pregnancy compared with influenza vaccines in spontaneous reporting databases

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346
Measuring Association of Acute Disseminated Encephalomyelitis and Transverse Myelitis following COVID-19 vaccination using a Self-Controlled Case Series Analysis of Real-World Linked Data

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109
Measuring Health Trends of Transgender People Using Real World Data in the United States

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055
Measuring the Use of TNF-alpha Inhibitors in Patients with Ulcerative Colitis: Optimization of Washout Period Duration and Observability

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222
Medically-attended cannabis-related disorders among U.S. Medicare beneficiaries, 2017–2022

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126
Medicare Annual Wellness Visits and Incident Alzheimer’s Disease Diagnosis among a Medicare Advantage Population, 2016-2022

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181
Medication adherence and its association with blood pressure control at a teaching hospital in Ghana

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193
Medication Data in Research: Improving Completeness Using Rule-based Algorithms on Textual Variables

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026
Medication Errors After Methotrexate Administration. An Analysis of EudraVigilance Reports Before and After EU Referral

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345
Medication Errors in EudraVigilance: Signals of Disproportionate Reporting Among Age Groups

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CSPOT01
Medication non-adherence and risk of mortality among patients with incident heart failure: a cohort study using the Clinical Practice Research Datalink (CPRD) Aurum database

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023
Medication persistence in the treatment of rheumatoid arthritis in the Brazilian Public Health System

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079
Medication Use Patterns Among Older Adults With Obstructive Sleep Apnea With and Without Comorbid Insomnia

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212
Medications for Opioid Use Disorder (MOUD) Prescribing Trends in the US Ambulatory Care Settings

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273
Medicine use in children aged under 12 years in Serbia: a focus on antibiotics

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203
Medicine utilisation studies in Australian individual-level dispensing data: A blinded, multi-centre replication experiment

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222
Menopausal hormone therapy and colorectal cancer recurrence and mortality: a Danish population-based cohort study

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347
Methodological considerations for the design and implementation of real-world vaccine-related studies in low- and middle-income countries

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163
Methodological framework to conduct outcome validation in administrative or insurance claims and/or electronic healthcare record databases: a practical guide for pharmacoepidemiologists

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057
Methods for Extrapolating Findings from Randomized Clinical Trials using Real-World-Data

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058
Migration Background and HbA1c Checks and Balances: A Large Routine Care Data Study in the Netherlands

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170
Minimizing Confounding in Comparative Observational Studies with Time-To-Event Outcomes: An Extensive Comparison of Covariate Balancing Methods Using Monte Carlo Simulation

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280
Miscarriage Preventing Herbal Medicines and the Risk of Birth Defects: A Population-Based Cohort Study of 195,824 Pregnancies

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165
Missing data analysis methods to correct outcome mismeasurement in pharmacoepidemiological studies using electronic medical information: Methodologies and recommendations for future validation studies

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166
Model-based Meta-analysis: An Innovative and Robust Methodology for Clinical Decision Making

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223
Modeling Medical, Prescription, Disability, and Absence Costs for Employees with Major Depressive Disorder (MDD): Using Shorter Pre-Index Time Periods for Charlson Comorbidity Indexes (CCI) and Smaller Sample Sizes

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027
More-EUROPA (More Effectively Using Registries) – A cross-sectional survey assessing evidence needs around the introduction of new medicines

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121
Mortality associated with use of etelcalcetide versus cinacalcet for the treatment of secondary hyperparathyroidism in patients in haemodialysis: a population based study in Lazio, Italy

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024
Mortality in an Eosinophilic Granulomatosis with Polyangiitis (EGPA) Incident Cohort: A Retrospective Study in England

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348
MotherToBaby Pregnancy Studies, Vaccines in Medications Surveillance System (VAMPSS) COVID-19 Vaccines Study

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348
Multimodal surveillance and the importance of enabling gender-based risk stratification capabilities in real world data

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CSPOT14
Multinational prescribing trends of lithium from 2001 to 2019: a retrospective observational study using population-based databases from 17 countries and one special administrative region

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122
Multisource Overview on Proton Pump Inhibitors-Associated Acute Kidney Injury

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