Applying machine learning to pharmacovigilance data: A proof‐of‐concept study
Aim Machine learning (ML) applications in pharmacovigilance remain limited and underexplored. Using data from the French National pharmacovigilance database (FNPV), this proof‐of‐concept study aimed to assess the feasibility of using a ML algorithm—eXtreme Gradient Boosting (XGBoost)—combined with SHapley Additive exPlanations (SHAP) analysis, to ...
Romain Barus +6 more
wiley +1 more source
Correlation between real sieving coefficient determined using novel lab-scale module and pore structure of hemodiafiltration membranes. [PDF]
Ichikawa M +4 more
europepmc +1 more source
Study design and main findings. After 1:1 propensity score matching, 60 885 PCSK9 inhibitor users and 60 885 statin‐only users with ASCVD were compared. Kaplan–Meier curves show 12‐month cumulative event‐free survival for MACE, psychiatric disease, and neurodegenerative disease.
Tianshu Gu +7 more
wiley +1 more source
Fabry Disease: Integrating Molecular Pathophysiology, Precision Diagnosis, and Artificial Intelligence Toward Precision Medicine. [PDF]
Biddeci G +5 more
europepmc +1 more source
Regulatory harmonization: Evolution, globalization and future directions
Regulatory harmonization has become an increasingly important and accepted approach to streamline regulatory review processes and expedite access to safe, effective and high‐quality medicines globally. This review explores the evolution and current status of regulatory harmonization, convergence and reliance initiatives.
Orin Chisholm +2 more
wiley +1 more source
Spatial transcriptomic analysis of kidney biopsies identifies activation of complement and SPP1 networks in <i>Staphylococcus</i> infection-associated glomerulonephritis. [PDF]
Karaiskos S +11 more
europepmc +1 more source
A novel preoperative simulation approach for pediatric kidney transplantation to support donor-recipient size matching using dialysis fluid-enhanced CT imaging and 3D printing. [PDF]
Bojstedt J +3 more
europepmc +1 more source

