Demystifying the advancements of big data analytics in medical diagnosis: an overview

N Naik, Y Rallapalli, M Krishna, AS Vellara… - Engineered …, 2021 - espublisher.com
The healthcare industry generates a large amount of data, driven by record keeping, patient
care, compliance and regulatory requirements. The digitization of the information is called …

Artificial intelligence, real-world automation and the safety of medicines

A Bate, SF Hobbiger - Drug Safety, 2021 - Springer
Despite huge technological advances in the capabilities to capture, store, link and analyse
data electronically, there has been some but limited impact on routine pharmacovigilance …

[HTML][HTML] Diagnostic trends and prescription patterns in disruptive mood dysregulation disorder and bipolar disorder

RL Findling, X Zhou, P George, PB Chappell - Journal of the American …, 2022 - Elsevier
Objective Disruptive mood dysregulation disorder (DMDD) was introduced in DSM-5 to
distinguish a subset of chronically irritable youth who may be incorrectly diagnosed and/or …

[HTML][HTML] An industry perspective on the use of machine learning in drug and vaccine safety

JL Painter, R Kassekert, A Bate - Frontiers in Drug Safety and …, 2023 - frontiersin.org
In recent years there has been growing interest in the use of machine learning across the
pharmacovigilance lifecycle to enhance safety monitoring of drugs and vaccines. Here we …

Transparent reporting on research using unstructured electronic health record data to generate 'real world'evidence of comparative effectiveness and safety

SV Wang, OV Patterson, JJ Gagne, JS Brown, R Ball… - Drug safety, 2019 - Springer
Research that makes secondary use of administrative and clinical healthcare databases is
increasingly influential for regulatory, reimbursement, and other healthcare decision-making …

[Retracted] Using Artificial Intelligence Technology to Solve the Electronic Health Service by Processing the Online Case Information

G Xu, H Jin - Journal of Healthcare Engineering, 2021 - Wiley Online Library
With the continuous improvement of economic level and the continuous development of
science and technology in China, information technology has begun to integrate into all …

[HTML][HTML] Traditional and innovative approaches for signal detection

M Tuccori, A Bate, U Moretti, G Trifirò - Frontiers in Drug Safety and …, 2024 - frontiersin.org
This Research Topic of Frontiers in Drug Safety and Regulation has stimulated animated
debate on drug safety signal detection by highlighting two main Research Topic: 1) the need …

Leveraging Data Pathways for Next Generation Safety Monitoring of Medicines and Vaccines

JL Painter, L Girard, M Glaser… - … on Computational Science …, 2022 - ieeexplore.ieee.org
Safety evaluation of medicines and vaccines is criti-cal to ensure patient safety and maintain
confidence in treatment and disease prevention strategies. Leveraging data pathways for …

The Use of Primary Care Electronic Medical Record Data in the Prediction and Identification of Health Service Use

R Johnson - 2023 - search.proquest.com
Primary health care (PHC) services play an essential role in reducing health system burden,
including within emergency departments (ED) and hospitals. The longitudinal nature and …