Adverse Drug Reaction Classification With Deep Neural Networks [PDF]
, 2016 We study the problem of detecting sentences describing adverse drug reactions (ADRs) and frame the problem as binary classification. We investigate different neural network (NN) architectures for ADR classification.
He, Yulan +3 more
core +1 more source
Pharmacoepidemiology and Drug Safety, 2015 This study aims to explore the differences in reported information between adverse drug reaction (ADR) reports of patient and healthcare professionals (HCPs), and, in addition, to explore possible correlation between the reported elements of information.
Leàn Rolfes +4 more
semanticscholar +1 more source
Extracting Adverse Drug Events from Clinical Notes [PDF]
American Medical Informatics Association (AMIA)-2021 Virtual
Informatics Summit, 2021 Adverse drug events (ADEs) are unexpected incidents caused by the administration of a drug or medication. To identify and extract these events, we require information about not just the drug itself but attributes describing the drug (e.g., strength, dosage), the reason why the drug was initially prescribed, and any adverse reaction to the drug.
arxiv
Assessment of Knowledge, Attitude and Practice of Adverse Drug Reaction Reporting Among Healthcare Workers in Selected Health Facilities in Abuja [PDF]
, 2021 Background: In recent years, deaths due to adverse drug reaction (ADR) have been on the increase. In order to reduce the untoward effects and to prevent deaths, reporting of ADR remains the cornerstone in improving patients safe use of drugs.
Danraka, Abubakar Mustapha +2 more
core +1 more source
Rational Organisation of Adverse Drug Reaction Monitoring
Безопасность и риск фармакотерапии, 2022 The main pharmacoepidemiological method for assessing the efficacy and safety of ongoing pharmacotherapy involves the collection of spontaneous reports on adverse drug reactions (ADRs) associated with the use of medicines.The aim of the study was to ...
L. V. Shukil +3 more
doaj +1 more source
Evaluating adverse drug reactions associated with antibiotic use in a public sector hospital. [PDF]
, 2016 Masters Degree. University of KwaZulu-Natal, Durban.Background and Aim Antibiotics are one of the most troublesome classes of drugs contributing to adverse drug reactions. These adverse drug reactions are generally under reported.
Moyo, Nokuthemba Sibusiso.
core
Adverse Drug Reaction Identification and Extraction in Social Media: A Scoping Review
Journal of Medical Internet Research, 2015 Background The underreporting of adverse drug reactions (ADRs) through traditional reporting channels is a limitation in the efficiency of the current pharmacovigilance system. Patients’ experiences with drugs that they report on social media represent a
J. Lardon +9 more
semanticscholar +1 more source
Kejadian Reaksi Obat Yang Tidak Dikehendaki Yang Menyebabkan Pasien Usia Lanjut Dirawat Di Ruang Perawatan Penyakit Dalam Instalasi Rawat Inap B Rumah Sakit Dr. Cipto Mangunkusumo [PDF]
, 2008 Objectives. To determine the prevalence of adverse drug reaction related hospital ad-missions in geriatric patients, to describe the most frequent clinical manifestationsand the drugs responsible to adverse drug reaction related hospital admissions ...
Andrajati, R. (Retnosari) +3 more
core
ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction [PDF]
arXiv, 2023 Adverse drug reaction (ADR) prediction plays a crucial role in both health care and drug discovery for reducing patient mortality and enhancing drug safety. Recently, many studies have been devoted to effectively predict the drug-ADRs incidence rates. However, these methods either did not effectively utilize non-clinical data, i.e., physical, chemical,
arxiv
A National Adverse Drug Reaction Reporting System for Malta [PDF]
, 2004 The mission of the Medicines Authority (MA) in Malta is to contribute to protection of public health through regulation of the safety, quality and efficacy of medicines for human use on the local market and to ensure that healthcare professionals and ...
Arthur, Niamh +2 more
core