A review of disease risk prediction methods and applications in the omics era

C Sun, X Cheng, J Xu, H Chen, J Tao, Y Dong… - …, 2024 - Wiley Online Library
Risk prediction and disease prevention are the innovative care challenges of the 21st
century. Apart from freeing the individual from the pain of disease, it will lead to low medical …

Early screening of colorectal precancerous lesions based on combined measurement of multiple serum tumor markers using artificial neural network analysis

X Ke, W Liu, L Shen, Y Zhang, W Liu, C Wang, X Wang - Biosensors, 2023 - mdpi.com
Many patients with colorectal cancer (CRC) are diagnosed in the advanced stage, resulting
in delayed treatment and reduced survival time. It is urgent to develop accurate early …

Construction of Immune Infiltration-related LncRNA signatures based on machine learning for the prognosis in Colon cancer

Z Liu, OO Petinrin, M Toseef, N Chen, KC Wong - Biochemical Genetics, 2024 - Springer
Colon cancer is one of the malignant tumors with high morbidity, lethality, and prevalence
across global human health. Molecular biomarkers play key roles in its prognosis. In …

[HTML][HTML] Novel DNA methylation-based epigenetic signatures in colorectal cancer from peripheral blood leukocytes

SY Jung, H Yu, X Tan, M Pellegrini - American Journal of Cancer …, 2024 - ncbi.nlm.nih.gov
Colorectal cancer (CRC) is a multifactorial disease characterized by accumulation of
multiple genetic and epigenetic alterations, transforming colonic epithelial cells into …

Performance Evaluation of the Multi-gene Methylation Detection Kit for Colorectal Cancer.

W Liu, H Luo, L Xiao, Y Zhang, H Jia… - … Therapies in Health …, 2024 - search.ebscohost.com
Background• Early detection of colorectal cancer (CRC) can lead to earlier diagnosis and
intervention, thereby improving patient survival. Existing techniques fall short of clinical …