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INTERACTION BETWEEN CLOCK GENE AND LIFESTYLE FACTOR IN RELATION TO OBESITY RISK FACTOR
(Biomedical Sciences, 2024 , Master Thesis)
Background: Circadian rhythms regulate vital biological processes affecting metabolic pathways. Its dysregulation is associated with obesity, cardiovascular diseases, insulin resistance, and other signs of metabolic syndrome. ...
MACHINE LEARNING PREDICTION OF DIABETES FROM A PUBLICLY AVAILABLE DATASET
(Biomedical Sciences, 2024 , Professional Masters Project)
A wide array of medical conditions necessitate invasive diagnostic techniques, with diabetes being one of the most well-known among them. To address this challenge, a predictive model was developed using a publicly available ...
Quality Control and Regulatory Framework for Implementing Machine Learning in Clinical Diagnosis: The DNA Methylation Classifier in Pediatric Brain Tumors
(Biomedical Sciences, 2024 , Master Thesis)
Background:
Accurately diagnosing CNS tumors is essential but difficult, with a notable risk of errors. To enhance diagnostic precision, the WHO now combines molecular data with traditional methods. While AI and ML ...
Machine Learning Prediction of Cancer from The Publicly Available Dataset
(Biomedical Sciences, 2024 , Master Thesis)
Prostate cancer in the second most common cause of cancer in men around the world and in Qatar with a high incidence rate worldwide. This has resulted in an increased mortality rate, making prostate cancer a healthcare ...