Predicting correlated outcomes from molecular data.
Sign Up to like & getrecommendations! Published in 2021 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btab576
Abstract: MOTIVATION Multivariate (multi-target) regression has the potential to outperform univariate (single-target) regression at predicting correlated outcomes, which frequently occur in biomedical and clinical research. Here we implement multivariate lasso and ridge regression using stacked generalisation.… read more here.
Keywords: regression; molecular data; correlated outcomes; multivariate ... See more keywords
Outcomes and molecular profile of oligomonocytic CMML support its consideration as the first stage in the CMML continuum
Sign Up to like & getrecommendations! Published in 2022 at "Blood Advances"
DOI: 10.1182/bloodadvances.2022007359
Abstract: Key Points Patients with OM-CMML presented longer OS and acute myeloid leukemia–free survival than did those with D-CMML or P-CMML. The progression of a high proportion of OM-CMML into D-CMML and D-CMML into P-CMML reinforces… read more here.
Keywords: cmml cmml; molecular profile; profile oligomonocytic; cmml ... See more keywords