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
Outcomes of patients with traumatic brain injury after stress ulcer prophylaxis: a retrospective multicenter study. [PDF]
McGraw C +8 more
europepmc +1 more source
Ceftriaxone‐induced liver injury: Incidence, phenotypic characterization and predictive factors
Introduction Ceftriaxone is a widely used third‐generation cephalosporin in hospitalized patients. Although generally considered safe, it has been associated with hepatobiliary complications and emerging reports of drug‐induced liver injury (DILI). However, data on its true incidence, phenotypic patterns, and predictors remain limited. This study aimed
Mohamed Hatem +5 more
wiley +1 more source
Protocol implementation during the COVID-19 pandemic: experiences from a randomized trial of stress ulcer prophylaxis. [PDF]
Dennis B +27 more
europepmc +1 more source
Rates of Stress Ulcer Prophylaxis Deprescribing in Children Receiving Usual versus High-Dose Corticosteroids in the Pediatric Intensive Care Unit with Status Asthmaticus. [PDF]
Parman A +4 more
europepmc +1 more source
This study reports the development of AMS@Eud core‐shell microspheres, combining calcium alginate and pH‐responsive Eudragit® L100, which exhibit exceptional gastrointestinal resistance and long‐term storage stability (only 5.28%–9.09% viability loss over 35 days at 4–25°C), and effectively alleviate inflammatory bowel disease via gut microbiota ...
Ming Teng +5 more
wiley +1 more source
The effects of NETs on regeneration of various diabetic tissues, and strategies targeting NETs for diabetes tissue regeneration. In the diabetic environment, NETs undergo complex metabolic and immune reprogramming, leading to dynamic changes in antibacterial and proinflammatory functions, and affecting regeneration of multiple systemic tissues.
Xinyi Jiang +6 more
wiley +1 more source
Nanomaterials revolutionize ocular infection treatment by enabling targeted drug delivery and enhanced antimicrobial efficacy against resistant pathogens. This review systematically explores their rational design, multimodal mechanisms, and translational potential for next‐generation anti‐infective therapies.
Yujia Liu +7 more
wiley +1 more source
Stress Ulcer Prophylaxis Versus Placebo-A Blinded Pilot Randomized Controlled Trial to Evaluate the Safety of Two Strategies in Critically Ill Infants With Congenital Heart Disease. [PDF]
Mills KI +10 more
europepmc +1 more source
LSPR biosensing enables rapid, sensitive, and low‐sample‐volume detection of biomarkers, with broad applications in diagnosing cancer, infectious, and chronic diseases. Advances in nanostructure design, micro/nanofabrication, and microfluidic integration have expanded the potential of LSPR sensors in biomedical diagnostics.
Zhaoxin Geng +4 more
wiley +1 more source

