DETECTION OF CHRONIC BLAST-RELATED MILD TRAUMATIC BRAIN INJURY WITH DIFFUSION TENSOR IMAGING AND SUPPORT VECTOR MACHINES

Detection of Chronic Blast-Related Mild Traumatic Brain Injury with Diffusion Tensor Imaging and Support Vector Machines

Blast-related mild traumatic brain injury (bmTBI) often leads to long-term sequalae, but diagnostic approaches are lacking due to insufficient knowledge about the predominant pathophysiology.This study aimed to build a diagnostic model for future verification by applying machine-learning based support vector machine (SVM) modeling to diffusion tens

read more

Overcomplete Transform Learning With the $log$ Regularizer

Transform learning has been proposed as a new and effective formulation for analysis Bamboo Gloves dictionary learning, where the ℓ0 norm or the ℓ1 norm are generally used as sparsity constraint.The sparse solutions can be obtained by the hard thresholding or the soft thresholding.The hard thresholding is actually a greedy algorithm,

read more


SARS-CoV-2 SUD2 and Nsp5 Conspire to Boost Apoptosis of Respiratory Epithelial Cells via an Augmented Interaction with the G-Quadruplex of BclII

ABSTRACT The molecular mechanisms underlying how SUD2 recruits other proteins of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) to exert its G-quadruplex (G4)-dependent pathogenic function is unknown.Herein, Nsp5 was singled out as a binding partner of the SUD2-N+M domains (SUD2core) with high affinity, through the surface located cro

read more