在敲門前,你可能會想要知道的事情
The ML models in this study can provide rapid and accurate reports regarding hVISA/VISA and thus guide the correct administration of antibiotics in treatment of S. aureus infection.
Microbiology, Machine LearningThis study has demonstrated that ML methods can serve as a cost-effective and promising tool that provides preliminary strain typing information about major MRSA lineages on the basis of MALDI-TOF spectra.
Microbiology, Machine LearningThe proposed ML-based method provides a promising and practical computer-assisted decision making tool for predicting ADL in clinical practice.
Data Science, Implant, CostDespite published guidelines, second-line therapy is often initiated without evidence of recommended use of first-line therapy. Apparent treatment failures, which may in fact be attributable to non-adherence to guidelines are common. Point of care and population-level processes are needed to monitor and improve guideline adherence.
Data Science, Implant, CostThe total payments insurance companies pay for knee and hip implants were twice as high as the average selling prices at which hospitals purchased the implants from manufacturers, resulting in hundreds of millions of dollars of additional insurance claims.
Data Science, Implant, CostPeople who received extended courses of antibiotics for the treatment of LD were at higher risk for claims associated nonspecific signs and symptoms consistent with LD including fatigue, headache, joint pain and connective tissue diseases before their first LD diagnosis during the study period.
Data Science, Infectious DiseaseMost patients with Lyme disease (LD) can be treated effectively with 2–4 weeks of antibiotics. The Infectious Disease Society of America guidelines do not currently recommend extended treatment even in patients with persistent symptoms.
Data Science, Infectious DiseaseSurveillance systems should explore a fusion of data sources including payor claims which appear to be highly sensitive with limitations, with electronic laboratory data which afford high specificity, but appear to miss cases.
Data Science, Infectious DiseaseThis system provides reliable and objective HABSI data for quality indicators, improving the delay caused by a conventional surveillance system.
Clinical Decision Support System, Infectious DiseaseThe results show that the performance of HCC-recurrence prediction was significantly improved when the proposed data-processing algorithm was used, and that multiple measurements could be of greater value than single.
Data Science, Predictive Model