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Construction and Analysis of a Large-Scale Multi-Layered Proteomics Network for Human Cancer Using Graph Neural Networks

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Title
Construction and Analysis of a Large-Scale Multi-Layered Proteomics Network for Human Cancer Using Graph Neural Networks
Alternative Title
인간 암에 대한 대규모 다층 단백질체 네트워크 구축 및 그래프 신경망 분석
DGIST Authors
Sungho ShimHoon Sung ChwaMin-Soo Kim
Advisor
좌훈승
Co-Advisor(s)
Min-Soo Kim
Issued Date
2025
Awarded Date
2025-08-01
Type
Thesis
Description
Bioinformatics, Cancer driver gene prediction, Explainable AI, Graph neural network, Multi-layered proteomics network
URI
https://scholar.dgist.ac.kr/handle/20.500.11750/59792
http://dgist.dcollection.net/common/orgView/200000888527
DOI
10.22677/THESIS.200000888527
Degree
Doctor
Department
Department of Electrical Engineering and Computer Science
Publisher
DGIST
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