Applying logistic LASSO regression for the diagnosis of atypical Crohn's disease

Y Li, F Lu, Y Yin - Scientific Reports, 2022 - nature.com
In countries with a high incidence of tuberculosis, the typical clinical features of Crohn's
disease (CD) may be covered up after tuberculosis infection, and the identification of …

Genomic machine learning meta-regression: insights on associations of study features with reported model performance

EJ Barnett, DG Onete, A Salekin… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
Many studies have been conducted with the goal of correctly predicting diagnostic status of
a disorder using the combination of genomic data and machine learning. It is often hard to …

Impact of maternal smoking, offspring smoking, and genetic susceptibility on Crohn's disease and ulcerative colitis

L Hu, S Wu, Y Shu, K Su, C Wang… - Journal of Crohn's …, 2024 - academic.oup.com
Abstract Background and Aims The long-term impact of maternal smoking during pregnancy
[MSDP] on the risk of Crohn's disease [CD] and ulcerative colitis [UC] in adult offspring …

Salivary Th17 cytokine, human β-defensin 1–3, and salivary scavenger and agglutinin levels in Crohn's disease

UK Gürsoy, M Gürsoy, V Loimaranta… - Clinical Oral Investigations, 2024 - Springer
Objectives Crohn's disease patients, who are prone to develop periodontal diseases, may
carry genetic defects in their Th17 cytokine, human beta-defensin (hBD) 1–3, and salivary …

Context Matters: Using Genomic Knowledge to Improve Disorder Classification Models

EJ Barnett - 2023 - soar.suny.edu
Despite heritability estimates that suggest a high ceiling for the classification of many
complex genetic disorders, current models have only been moderately successful at …

[PDF][PDF] Architectural study on the preprocessing of genomic and physiological data of cancer patients for the combined use in a machine learning model predicting the …

E Van Roy - libstore.ugent.be
While researching and working on this dissertation, I stumbled again on the enormous
opportunities present in the medical field which show the importance of cooperation …