A general framework for prediction in penalized regression
Sign Up to like & getrecommendations! Published in 2017 at "Statistical Modelling"
DOI: 10.1177/1471082x19896867
Abstract: There are two main approaches to carrying out prediction in the context of penalized regression: with low-rank basis and penalties or through the smooth mixed models. In this article, we give further insight in the… read more here.
Keywords: penalized regression; framework prediction; prediction penalized; general framework ... See more keywords
A Deep Learning Framework for the Prediction and Diagnosis of Ovarian Cancer in Pre- and Post-Menopausal Women
Sign Up to like & getrecommendations! Published in 2023 at "Diagnostics"
DOI: 10.3390/diagnostics13101703
Abstract: Ovarian cancer ranks as the fifth leading cause of cancer-related mortality in women. Late-stage diagnosis (stages III and IV) is a major challenge due to the often vague and inconsistent initial symptoms. Current diagnostic methods,… read more here.
Keywords: diagnosis; ovarian cancer; deep learning; framework prediction ... See more keywords