M. Saad Shoukat
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View article: Comparative Analysis of Anatomical Differences in Upper Airways and Soft Tissues Between Healthy Individuals and Those with Sleep Disorder Patients
Comparative Analysis of Anatomical Differences in Upper Airways and Soft Tissues Between Healthy Individuals and Those with Sleep Disorder Patients Open
Background: Obstructive sleep apnea (OSA) and other sleep disorders are associated with anatomical differences in the upper airway and soft tissues, leading to airway obstruction and breathing difficulties. Identifying these variations can…
View article: Classification of intestinal <scp>T</scp>‐cell receptor repertoires using machine learning methods can identify patients with coeliac disease regardless of dietary gluten status
Classification of intestinal <span>T</span>‐cell receptor repertoires using machine learning methods can identify patients with coeliac disease regardless of dietary gluten status Open
In coeliac disease (CeD), immune‐mediated small intestinal damage is precipitated by gluten, leading to variable symptoms and complications, occasionally including aggressive T‐cell lymphoma. Diagnosis, based primarily on histopathological…
View article: Classification of immune receptor repertoires using machine learning methods
Classification of immune receptor repertoires using machine learning methods Open
R code to generate k-mer counts from a set of CDR3 sequences, and to classify samples based on these counts. Contains 3 main functions: NonPos_Matrix: A function to generate a matrix of kmer counts from a matrix of CDR3 counts. input: Inpu…