Investigating predictors of treatment response in Dialectical Behavior Therapy for borderline personality disorder using LASSO regression
Sign Up to like & getrecommendations! Published in 2022 at "Psychotherapy Research"
DOI: 10.1080/10503307.2022.2138790
Abstract: Abstract Objective Prior studies of Dialectical Behavior Therapy (DBT) for borderline personality disorder (BPD) have yielded heterogeneous findings on what factors differentiate individuals with or without sufficient treatment response, highlighting the need for further research.… read more here.
Keywords: lasso regression; treatment; treatment response; dbt ... See more keywords
Logistic LASSO regression for the diagnosis of breast cancer using clinical demographic data and the BI-RADS lexicon for ultrasonography
Sign Up to like & getrecommendations! Published in 2018 at "Ultrasonography"
DOI: 10.14366/usg.16045
Abstract: Purpose The aim of this study was to compare the performance of image analysis for predicting breast cancer using two distinct regression models and to evaluate the usefulness of incorporating clinical and demographic data (CDD)… read more here.
Keywords: lasso regression; breast; regression; breast cancer ... See more keywords
Identification of feature genes and pathways for Alzheimer's disease via WGCNA and LASSO regression
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Computational Neuroscience"
DOI: 10.3389/fncom.2022.1001546
Abstract: While Alzheimer's disease (AD) can cause a severe economic burden, the specific pathogenesis involved is yet to be elucidated. To identify feature genes associated with AD, we downloaded data from three GEO databases: GSE122063, GSE15222,… read more here.
Keywords: lasso regression; alzheimer disease; feature; feature genes ... See more keywords
Determining Predictors of Weight Loss in a Behavioral Intervention: A Case Study in the Use of Lasso Regression
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychiatry"
DOI: 10.3389/fpsyt.2021.707707
Abstract: Objective This study investigates predictors of weight loss among individuals with serious mental illness participating in an 18-month behavioral weight loss intervention, using Lasso regression to select the most powerful predictors. Methods Data were analyzed… read more here.
Keywords: lasso regression; intervention; weight loss; loss ... See more keywords
LASSO Regression Modeling on Prediction of Medical Terms among Seafarers’ Health Documents Using Tidy Text Mining
Sign Up to like & getrecommendations! Published in 2022 at "Bioengineering"
DOI: 10.3390/bioengineering9030124
Abstract: Generally, seafarers face a higher risk of illnesses and accidents than land workers. In most cases, there are no medical professionals on board seagoing vessels, which makes disease diagnosis even more difficult. When this occurs,… read more here.
Keywords: lasso regression; text mining; health; text ... See more keywords