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
Ultrasound‐responsive nanoplatforms reprogram the tumor immune microenvironment by targeting tumor cells, immune cells, and non‐immune stromal cells to enhance the efficacy of cancer immunotherapy. Abstract Cancer immunotherapy represents a significant advancement in cancer treatment by enhancing the specific recognition and elimination of cancer cells.
Shilong Zhao +4 more
wiley +1 more source
Tackling cancer stemness with nanotechnology in the era of precision medicine
Precise customization of nanoparticles (NPs) enables active targeting of cancer stem cells (CSCs), thereby improving drug delivery and therapeutic efficacy. NP‐based probing enhances CSC detection through imaging and liquid biopsy, whereas diverse therapeutic payloads improve therapeutic outcomes.
Shaolei Guo +9 more
wiley +1 more source
Diagnostic efficacy of VELscope in oral potentially malignant disorders: a systematic review and meta-analysis. [PDF]
Li Y, Li Z, Wang W, Li K.
europepmc +1 more source
Fungal Antimicrobial Resistance: Mechanisms, Drivers, and Global Clinical Burden
ABSTRACT Fungal antimicrobial resistance (AMR) is a growing concern for world health caused by an increase in multidrug‐resistant infections, an increase in environmental reservoirs, and the ineffectiveness of current antifungal treatments. Fungal infections continue to be largely excluded from AMR initiatives while causing over 1.6 million deaths ...
Bikash Baral
wiley +1 more source
Molecular and microenvironmental drivers of malignant transformation from oral potentially malignant disorders to oral squamous cell carcinoma. [PDF]
V V, R S, S S, R M.
europepmc +1 more source
A Survival Epidemiology Framework for Oral and Oropharyngeal Cancer
ABSTRACT Oral and oropharyngeal cancer remains a major global public health burden, but the literature addressing this disease is still organized predominantly around who develops it rather than around what determines life after diagnosis. That imbalance is consequential because diagnosis initiates a new scientific problem.
Raphael E. Cuomo
wiley +1 more source
Introduction: Salivary Lactate Dehydrogenase (sLDH) levels seem to be higher in patients with Oral Squamous Cell Carcinoma (OSCC) and Oral Potentially Malignant Disorders (OPMD) than a control group (CG). Methods: Case-control study. Patients with OPMD [
Nuevo, Paula +12 more
core +1 more source
Computational pathology-based artificial intelligence platform for the identification of common oral potentially malignant disorders. [PDF]
Li L, Zhang J, Cai X.
europepmc +1 more source
Is oral lichen planus a potential malignant disorder?
Desai, Rajiv S. +3 more
openaire +2 more sources

