Frontiers

Artificial intelligence-based radiogenomics reveals the potential immunoregulatory role of COL22A1 in glioma and its induced autoimmune encephalitis

The tumor microenvironment plays a crucial role in the progression of both glioma and glioma-induced autoimmune encephalitis. However, there remains a significant lack of effective therapeutic targets ...
Frontiers

Detecting five-pattern personality traits using eye movement features for observing emotional faces

The five-pattern personality traits rooted in the theory of traditional Chinese medicine (TCM) have promising prospects for clinical application. However, they are currently assessed using a ...
thorax.bmj

Radiomics analysis to predict pulmonary nodule malignancy using machine learning approaches

Radiomics feature extraction We performed radiomic feature extraction for baseline screen-detected pulmonary nodules using PyRadiomics (V.3.0.1). 26 Due to heterogeneity in image acquisition settings ...
IEEE

Feature Selection for EEG Data Based on Logistic Regression

Abstract: The article examines the application of dimensionality reduction methods based on logistic regression, such as stepwise selection and LASSO, when solving the problem of feature selection by ...