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C13
Machine learning (ML) model for prediction of pneumonitis using real-world data (RWD) on immune checkpoint inhibitor (ICI)-treated advanced non-small cell lung cancer (aNSCLC)

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211
Machine Learning Based Prediction of Serious Adverse Events in Metastatic Breast Cancer Patients Receiving Zoledronic Acid

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A45
Machine Learning to Predict Successful Treatment of Atrial Fibrillation by Medical Devices Using Digital Data Linked to EHR Data

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184
Management of cardiovascular risk in women with and without menopausal symptoms: a real-world depiction of clinical practice in the UK and France

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202
Mapping of ICD-9 codes to ICD-10 for commonly assessed comorbidities in claims database studies

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004
Mapping the Information Pathways of Adverse Reactions Through Clinical Event Sequences, Patient Interactions with the Healthcare System and Generation of Different Data Streams – a Qualitative Pilot Study

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213
Marijuana Use and the Risk of Incident Venous Thromboembolism in People with HIV

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120
Maternal acetaminophen intake in pregnancy and the risk of childhood cancer

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A18
Maternal Exposure of Benzodiazepine Receptor Agonists and Increased Risk of Neurodevelopmental Disorders in Offspring in Taiwan

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154
Maternal mental health during the COVID-19 pandemic and its impact on child cognitive development

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A19
Maternal Prescribed Opioid Analgesic Use During Pregnancy and Associations with Neurodevelopmental Disorders in Offspring

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155
Maternal Use of Benzodiazepines and Risk of Spontaneous Abortion: A Nationwide Case-Time Control Study

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B46
Maximising the use of real-world data from multiple sources to generate comprehensive evidence: insights from retrospective cohorts of allogeneic hematopoietic cell transplant recipients with adenovirus infection

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269
Measuring Inhaled Medication Compliance: A Study Using a Novel Developed Questionnaire

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276
Medical cannabis related drug-drug interactions in children: A systematic review

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070
Medical chart review of selected adverse event of special interest (AESI) to support rapid safety assessment of the Janssen COVID-19 vaccine (JCOVDEN): a validation study using US electronic health records and claims data

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031
Medical Scandal with illegally diluted Chemotherapy in Germany: Prognosis of Patients with Breast and non-solid Cancers

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012
Medical Use and Combination Drug Therapy Among US Adult Users Of Central Nervous System Stimulants: A Cross-Sectional Analysis

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190
Medicare Will Negotiate the Prices of Ten Prescription Drugs in 2026: Characteristics of Medicare Beneficiaries Using These Drugs

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134
Medication Delivery Incidents Reported in Community Pharmacies in Canada: A pre- and post- pandemic analysis

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103
Medication Regimen Complexity and Family Caregiver Medication Administration Hassle in Home Hospice

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035
Medication Safety Stewardship in Antibiotic usage in Critical Care Units

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158
Medication Treatment for Depression and Reduced Productivity Among Adults with Major Depressive Disorder in the US

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096
Medications considered to have substantial teratogenic risk commonly used in US pregnant population – quality of evidence and magnitude of risk

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014
Meta-analysis of postoperative safety of cantharidith preparation combined with chemotherapy in the treatment of breast cancer

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004
Meta-analysis of the effects of dexmedetomidine on perioperative inflammatory response and hemodynamics in children with congenital heart disease

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012
Meta-analysis of the efficacy and safety of ustekinumab in Crohn's disease

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018
Meta-analysis of traditional Chinese medicine for cough

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160
Metabolic Decompensation Events in the Propionic Acidemia Population within a Large EHR-Based Real-World Data Source

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214
Metformin and Risk of Dementia: Real World Evidence

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230
Methodological approach for estimating the prevalence of rare cancers in DARWIN EU®

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164
Methodological Approaches for External Control Arms in Rare Diseases

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218
Methodological challenges for single- vs polydrug classification of drug overdose deaths

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301
Methodological development of an enhanced safety surveillance for the Janssen COVID-19 vaccine (JCOVDEN) through rapid cycle analysis of US administrative claims data

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221
Methods in Dynamic Treatment Regimens using Observational Data: A Systematic Review

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A28
Metrics of Antibiotic Use in Neonatal Intensive Care Units

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208
Misclassification of Metformin and Insulin Exposure Among Individuals with Type 2 Diabetes Using Integrated Electronic Health Record and Pharmacy Claims Data

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025
Monitoring biological treatments for psoriasis in the Brazilian Public Health System: a real-world study

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051
Monitoring of adverse events during seasonal malaria chemoprevention campaigns in children aged 3-59 months in Burkina Faso: A real-world evidence

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138
Monitoring pregnancies exposed to galcanezumab for migraine in a United States (US) administrative claims database

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064
Monitoring Results From a Postapproval Safety Study of Pfizer-BioNTech COVID-19 Vaccine in the United States: Vaccine Utilization and Incidence Rates of Myocarditis/Pericarditis

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066
Multi-regional population-based cohort study for the evaluation of the association between herpes zoster and mRNA vaccinations for SARS-CoV-2: The VENUS Study

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