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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,
Director of National Institute of Cancer Research, NHRI)
- Identifying Rare Variants of gout in Taiwanese males via whole-genome sequencing.
(collaborate with
Prof. Jan-Gowth Chang (China Medical Univ./Changhua Show Chwan Memorial Hospital))
- Using deep learning
(cNN) to identify cancer patients who
can response to drugs.
(collaborate with
Prof. Jan-Gowth Chang (China Medical
Univ./Changhua Show Chwan Memorial Hospital))
- 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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