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PURPOSE: We hypothesized that different quantitative ultrasound (US) parameters may be used as complementary diagnostic criteria and aimed to develop a simple classification algorithm to distinguish benign from malignant breast...

Biopsy Breast Cancer Decision tree Doppler ultrasonography elastography Imaging biomarkers ULTRASOUND Adolescent Adult Aged Aged 80 and over Algorithms Breast Neoplasms Cell Differentiation Female Humans Middle Aged Ultrasonography Mammary Young Adult

Cost-utility analysis (CUA) studies are becoming increasingly important due to the need to reduce healthcare spending, especially in the field of trauma and orthopaedics.There is an increasing need for trauma and orthopaedic...

cost-utility analysis Decision tree incremental cost-utility ratio quality of health economic studies Quality-Adjusted Life Years sensitivity analysis

Data Science Decision tree Factors influencing survival of breast cancer Machine Learning Random Forest

Sporadic cancer develops from the accrual of somatic mutations. Out of all small-scale somatic aberrations in coding regions, 95% are base substitutions, with 90% being missense mutations. While multiple studies focused on the...

classification Decision tree driver mutation Extreme Gradient Boosting k-Nearest Neighbours logistic regression multilayer perceptron pan-cancer Random Forest SUPPORT VECTOR MACHINES

Decision tree Hedging Influenza B Quadrivalent Trivalent vaccine Vaccine strain selection Adult Aged Aged 80 and over Humans Influenza B virus Influenza Vaccines Influenza Human Middle Aged Young Adult