Yutian Liu's Projects
Organized, categorized and pre-processed the available data of the action site of Triptolide on miRNAs. Developed various deep learning models, including Deep Neural Network (DNN), Recurrent Neural Network (RNN), and Long-Short Time Memory (LSTM). Built a prediction models database based on the binding of Triptolide to miRNA. Compared the training effects of each model and selected the optimal one. Predicted the action site of Triptolide on siRNAs with the optimal trained model.
Config files for my GitHub profile.
Yutian_Liu_Margery
https://margery0011.github.io/pm566lab/
Dementia is a general term for a decline in mental ability severe enough to interfere with daily life. Clinical Dementia Rating Scale (CDR) is a global rating scale for staging patients diagnosed with dementia. In her project, she is using Cross-Sectional and longitudinal OASIS MRI structural and demographic data to train machine learning models to predict if and at what level an individual has dementia. This problem is formulated as a binary classification problem (CDR = 0 and CDR > 0) and a multiclass problem (CDR = 0, CDR = 0.5, CDR = 1).