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Research Topics/Projects
- "Machine Learning-based projects on
precision medicine" to find signatures for prediction of response of
patients with Urothelial/Kidney cancer to immunotherapies. ( a
collaboration with Dr. Tai-Lung Cha,
President of National Medical College, National
Deferense Medical Center)
- Prediction of Drug Response of cancer
patients. (collaborate with
Prof. Jan-Gowth Chang (China Medical
Univ.))
In the era of PM, using gene expression data and DNA omics
data to predict the drug response of cancer patients is timely
and important.
- Using deep learning
(cNN) to identify cancer patients who
can response to drugs (collaborate with
Prof. Jan-Gowth Chang (China Medical
Univ.))
- Identifying (a) prognostic
markers, (b) drug target and (c) key genes in
colorectal/Lung/ Oral cancers. (collaborated with profs. Pai-Chye Yang (National Taiwan
Univ.); Joanne Chen (IBMS); Jan-Gowth Chang (CMU), and others)
Related publications:
Tiong et al. (2014), Hwang et al. (2015),
Chang et al. (2016), Wang et al. (2019).
- Using several kinds of genomic
data to infer genetic interactions/pathway components.
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