Resource Library

Insight

Enhancing Type 2 Diabetes Prediction with Machine Learning Algorithms


Hypothesis: Compared to traditional statistical methods, machine learning models will significantly improve the accuracy of Type 2 Diabetes prediction.
Insight

The Interplay of Genetics, Sleep Deprivation, and Socio-environmental Factors on Alzheimer’s Disease Risk


Alzheimer’s Disease (AD) and Societal ImplicationsAn estimated 6.9 million Americans had AD and 119,399 died from it in 2021, making it one of the three leading neurological causes of dea...
Insight

Integrating Multi-Omics and Deep Learning for Enhanced Breast Cancer Subtype and Stage Recognition.


Research Question: How can multi-omics data integration with Deep Learning (DL) improve the prediction of breast cancer subtypes and stages of progression?
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Advancing Liver Disease Treatment Through Liver Cell Differentiation Research


Research Question: Given the prevalence of liver diseases worldwide, the advancements and funding of stem cell-based regenerative medicine, and the difficulties in producing mature hepato...
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Socioeconomic Status, Epigenetics, and Mental Health


Introduction Epigenetics is the study of changes in gene expression without altering the DNA sequence itself. Changes in gene expression can result from DNA methylation, which is when an...