Interpretable Machine Learning Model for Locoregional Relapse Prediction in Oropharyngeal Cancers

Due to these reasons, we design our proposed method for exceptional parallel se- quential pattern mining using Map/Reduce - here, we can adapt the ideas of the GP- Growth

Model distillation is a technique which makes use of two different machine learn- ing models, namely - a student model and a teacher model.. A teacher model is a complex

L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des

Feature quantization (discretization for continuous features, grouping of factor levels for categorical ones) in a super- vised multivariate classification setting is a recurring

We used the area under the ROC curve (AUROC) [66] and average precision [67] to evaluate the performance of the models... As a proof of concept and to be able to assess the effect of

Abbreviations: ML, Machine Learning; ANN, Artificial Neural Network; DT, Decisional Tree; SVM, Support Vector Machine; BN, Bayesian Network; NTCP, Normal Tissue

Total milk yield was not increased after milk ejection, indicating that the transfer of an autocrine inhibitor of milk secretion from the alveolar tissue to the cisternal cavity

To describe the epidemiological, clinical, laboratory, and radiological features and the management of adult patients who experienced a relapse between 2003 and 2015 of an