Editing Ai Drug Adverse (section)

== <span style="color: #FFFFFF;">Remembering</span> ==
* '''Pharmacovigilance''' — The science of monitoring, detecting, assessing, and preventing adverse effects of medicines.
* '''Adverse drug event (ADE)''' — Harm to a patient resulting from medical use of a drug; includes adverse reactions, medication errors, overdoses.
* '''Adverse drug reaction (ADR)''' — Harmful, unintended response to a drug at normal doses; a subset of ADEs.
* '''FAERS (FDA Adverse Event Reporting System)''' — US FDA's spontaneous reporting database; 20M+ reports; publicly accessible.
* '''EudraVigilance''' — European Medicines Agency equivalent of FAERS; used for EU drug safety monitoring.
* '''Spontaneous reporting''' — Voluntary reporting of suspected adverse reactions by healthcare professionals and patients.
* '''Disproportionality analysis''' — Statistical method detecting drug-event pairs reported more often than expected by chance in spontaneous reports.
* '''Reporting odds ratio (ROR)''' — A disproportionality statistic: ROR > 1 suggests drug-event association in spontaneous reports.
* '''Information component (IC)''' — A Bayesian disproportionality measure used by WHO for signal detection.
* '''NLP for pharmacovigilance''' — Extracting ADE reports from unstructured text: clinical notes, social media, scientific literature.
* '''Social media pharmacovigilance''' — Monitoring Twitter, Reddit, health forums for drug side effect mentions.
* '''Drug repurposing signal''' — Unexpected beneficial effects discovered through pharmacovigilance data.
* '''Drug-drug interaction (DDI)''' — Adverse interaction between two co-administered drugs; ML predicts DDIs from molecular and clinical data.
* '''MedDRA''' — Medical Dictionary for Regulatory Activities; standard terminology for classifying ADEs.
</div>

<div style="background-color: #006400; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">