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  Department of Electrical Engineering and Computer Science Theses Ph.D.

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

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dc.contributor.advisor 좌훈승 -
dc.contributor.author Sungho Shim -
dc.date.accessioned 2026-01-23T11:00:11Z -
dc.date.available 2026-01-23T11:00:11Z -
dc.date.issued 2025 -
dc.identifier.uri https://scholar.dgist.ac.kr/handle/20.500.11750/59792 -
dc.identifier.uri http://dgist.dcollection.net/common/orgView/200000888527 -
dc.description Bioinformatics, Cancer driver gene prediction, Explainable AI, Graph neural network, Multi-layered proteomics network -
dc.format.extent 105 -
dc.language eng -
dc.publisher DGIST -
dc.title Construction and Analysis of a Large-Scale Multi-Layered Proteomics Network for Human Cancer Using Graph Neural Networks -
dc.title.alternative 인간 암에 대한 대규모 다층 단백질체 네트워크 구축 및 그래프 신경망 분석 -
dc.type Thesis -
dc.identifier.doi 10.22677/THESIS.200000888527 -
dc.description.degree Doctor -
dc.contributor.department Department of Electrical Engineering and Computer Science -
dc.contributor.coadvisor Min-Soo Kim -
dc.date.awarded 2025-08-01 -
dc.publisher.location Daegu -
dc.description.database dCollection -
dc.citation XT.ID 심54 202508 -
dc.date.accepted 2025-07-21 -
dc.contributor.alternativeDepartment 전기전자컴퓨터공학과 -
dc.subject.keyword Bioinformatics, Cancer driver gene prediction, Explainable AI, Graph neural network, Multi-layered proteomics network -
dc.contributor.affiliatedAuthor Sungho Shim -
dc.contributor.affiliatedAuthor Hoon Sung Chwa -
dc.contributor.affiliatedAuthor Min-Soo Kim -
dc.contributor.alternativeName 심성호 -
dc.contributor.alternativeName Hoon Sung Chwa -
dc.contributor.alternativeName 김민수 -
dc.rights.embargoReleaseDate 2030-08-31 -
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