Morphonodepredictivemodel/morphonode: The Morphonode Predictive Model for ultrasound signatures detection and malignancy prediction in vulvar cancer

The R package morphonode is an ensemble predictor for malignancy prediction and patient stratification in four signatures. The package uses 14 ultrasound features, processed by four modules: (i) malignancy prediction through random forest classifiers (Morphonode-RFC), (ii) malignancy risk estimation via robust binomial modeling (Morphonode-RBM), (iii) signature detection using decision trees (Morphonode-DT), and (iv) search for similar ultrasound profiles (Morphonode-SP). The methodology, referred to as Morphonode Predictive Model, is described in Fragomeni et al. <https://doi.org/0000/0000>.

install.packages("remotes")
remotes::install_github("Morphonodepredictivemodel/morphonode")