AIMC Topic: Prescription Drugs

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Digital Epidemiology of Prescription Drug References on X (Formerly Twitter): Neural Network Topic Modeling and Sentiment Analysis.

Journal of medical Internet research Aug 23, 2024
BACKGROUND: Data from the social media platform X (formerly Twitter) can provide insights into the types of language that are used when discussing drug use. In past research using latent Dirichlet allocation (LDA), we found that tweets containing "st...
Social Media Natural Language Processing Prescription Drugs Humans Neural Networks, Computer
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Machine learning identifies candidates for drug repurposing in Alzheimer's disease.

Nature communications Feb 15, 2021
Clinical trials of novel therapeutics for Alzheimer's Disease (AD) have consumed a large amount of time and resources with largely negative results. Repurposing drugs already approved by the Food and Drug Administration (FDA) for another indication i...
Severity of Illness Index Gene Expression Profiling Pharmacogenetics Humans Machine Learning Drug Repositioning Neurons Alzheimer Disease Neuroprotective Agents Nerve Tissue Proteins Prescription Drugs Cerebral Cortex Nootropic Agents Primary Cell Culture High-Throughput Screening Assays Gene Expression Regulation Polypharmacology Drugs, Investigational
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Using AI to improve medication safety.

Nature medicine Jun 1, 2024
Artificial Intelligence Bias Medication Errors Health Personnel Prescription Drugs Language
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Using Supervised Learning Methods to Develop a List of Prescription Medications of Greatest Concern during Pregnancy.

Maternal and child health journal Jul 1, 2020
INTRODUCTION: Women and healthcare providers lack adequate information on medication safety during pregnancy. While resources describing fetal risk are available, information is provided in multiple locations, often with subjective assessments of ava...
Practice Patterns, Physicians' Pregnancy Complications Drug Labeling Prescription Drugs Databases, Pharmaceutical Humans Adult Supervised Machine Learning Pregnancy Female
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Provision of Bidirectional Remote Patient Care With an Unmanned Aerial Vehicle.

Mayo Clinic proceedings Apr 1, 2020
Humans Ireland Prescription Drugs Islands Rural Health Services Aircraft Specimen Handling Electronic Prescribing Insulin Robotics
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Evaluation of clinical impact of pharmacogenomics knowledge involved in CPIC guidelines on Chinese pediatric patients.

Pharmacogenomics Feb 1, 2020
To evaluate the clinical benefits of implementing pharmacogenomics testing for Chinese pediatric patients.   Based on the drug-gene interactions involved in the Clinical Pharmacogenetics Implementation Consortium guidelines, whole-genome sequencing ...
Knowledge Bases Practice Guidelines as Topic Pharmacogenomic Testing Prescription Drugs Humans Child Precision Medicine Asian People Clinical Competence Pharmacogenetics
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HL7 FHIR: Ontological Reinterpretation of Medication Resources.

Studies in health technology and informatics Jan 1, 2017
"A solid ontology-based analysis with a rigorous formal mapping for correctness" is one of the ten reasons why the HL7 standard Fast Healthcare Interoperability Resources (FHIR) is advertised to be better than other standards for EHR interoperability...
Information Storage and Retrieval Prescriptions Semantics Biological Ontologies Electronic Health Records Prescription Drugs
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Exploring brand-name drug mentions on Twitter for pharmacovigilance.

Studies in health technology and informatics Jan 1, 2015
Twitter has been proposed by several studies as a means to track public health trends such as influenza and Ebola outbreaks by analyzing user messages in order to measure different population features and interests. In this work we analyze the number...
Pharmacovigilance Prescription Drugs Pattern Recognition, Automated Vocabulary, Controlled Adverse Drug Reaction Reporting Systems Natural Language Processing Terminology as Topic Data Mining Population Surveillance Social Media
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