An integrated epidemiological and neural net model of the warfarin effect in managed care patients.

Introduction: Risk assessment tools are utilized to estimate the risk for stroke and need of anticoagulation therapy for patients with atrial fibrillation (AF). These risk stratification scores are limited by the information inputted into them and a reliance on time-independent variables. The objective of this study was to develop a time-dependent neural net model to identify AF populations at high risk of poor clinical outcomes and evaluate the discriminatory ability of the model in a managed care population.

Use of ceftaroline after glycopeptide failure to eradicate meticillin-resistant Staphylococcus aureus bacteraemia with elevated vancomycin minimum inhibitory concentrations.

Elevated minimum inhibitory concentrations (MICs) of vancomycin against meticillin-resistant Staphylococcus aureus (MRSA) and the emergence of heteroresistant S. aureus strains have led to increased use of anti-MRSA antibiotics other than vancomycin. Ceftaroline fosamil is a novel cephalosporin with activity against MRSA, but there are limited clinical data on its use for MRSA bacteraemia (MRSAB) and against strains exhibiting high vancomycin MICs (2-4 μg/mL).