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Early Stopping Based on Unlabeled Samples.
  • AuthorHongSeok Choi, Dongha Choi, and Hyunju Lee.
  • Year2022
  • SourceIn Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL). 22 May 2022. Dublin.

A second hit somatic (p.R905W) and a novel germline intron-mutation of TSC2 gene is found in intestinal lymphangioleiomyomatosis: a case report with literature review
  • AuthorHan, Bogyeong; Lee, Juhwan; Kwak, Yoon Jin; Kim, Hyun-Young; Lee, Kwang Hoon; Shim, Yumi; Lee, Hyunju; Park, Sung-Hye
  • Year2021
  • SourceDIAGNOSTIC PATHOLOGY, 2021 August 31; 16(1):83 (IF: 2.644) (JCR 2020: 41/77 53.24%, PATHOLOGY).

Identifying disease-gene associations using a convolutional neural network-based model by xss-embedding a biological knowledge graph with entity descriptions
  • AuthorWonjun Choi, Hyunju Lee
  • Year2021
  • SourcePLoS One, 2021 October 15; 16(10): e0258626. (IF: 3.240) (JCR 2020: 26/72 36.11%, MULTIDISCIPLINARY SCIENCES).

Identification of Disease-Related Genes That Are Common between Alzheimer’s and Cardiovascular Disease Using Blood Genome-Wide Tranxss-scriptome Analysis
  • AuthorTaesic Lee, Hyunju Lee, and the Alzheimer’s Disease Neuroimaging Initiative
  • Year2021
  • SourceBiomedicines, 2021 October 23; 9(11):1525(IF: 6.081) (JCR 2020: 33/276 11.96%, PHARMACOLOGY & PHARMACY).

Re-Ranking System with BERT for Biomedical Concept Normalization
  • AuthorHyejin Cho, Dongha Choi, Hyunju Lee
  • Year2021
  • SourceIEEE Access, 2021 August 27; 9:121253~121262(IF: 3.367) (JCR 2020: 94/273 34.43%, ENGINEERING, ELECTRICAL & ELECTRONIC).

Correlation between Alzheimer’s disease and type 2 diabetes using non-negative matrix factorization
  • AuthorYeonwoo Chung, Hyunju Lee
  • Year2021
  • SourceScientific Reports, 27 July 2021, 11(12), 15265 (IF:4.379) (JCR 2020: 17/73, 23.39%, MULTIDISCIPLINARY SCIENCES)

JDSNMF: Joint Deep Semi-Non-Negative Matrix Factorization for Learning Integrative Representation of Molecular Signals in Alzheimer’s Disease.
  • AuthorSehwan Moon and Hyunju Lee
  • Year2021
  • SourceJournal of Personalized Medicine, 21 July 2021, 11(8), 686 (IF:4.945) (JCR 2020: 15/108, 13.88%, HEALTH CARE SCIENCES & SERVICES) (JCR 2019: IF:4.433, 9.31%, HEALTH CARE SCIENCES & SERVICES)

Genome-Wide Tranxss-scriptomic Analysis of Non-Tumorigenic Tissues Reveals Aging-Related Prognostic Markers and Drug Targets in Renal Cell Carcinoma
  • AuthorEuiyoung Oh, Jun-Hyeong Kim, JungIn Um, Da-Woon Jung, Darren R. Williams, and Hyunju Lee
  • Year2021
  • SourceCancers, 18 June 2021, 13(12), 3045 (IF:6.126) (JCR 2019: 37/244, 15.16%, ONCOLOGY)

Integrative reconstruction of cancer genome karyotypes using InfoGenomeR
  • AuthorYeonghun Lee and Hyunju Lee
  • Year2021
  • SourceNATURE COMMUNICATIONS, 2021 April 29; 12:2467 (IF:12.121) (JCR 2019: 6/71, 8.45%, MULTIDISCIPLINARY SCIENCES)

Super.FELT: Supervised feature extraction learning using triplet loss for drug response prediction with multi-omics data
  • AuthorSejin Park, Jihee Soh and Hyunju Lee
  • Year2021
  • SourceBMC Bioinformatics, 2021 May 25; 22:269 (IF:3.242) (JCR 2019: 9/59, 15.25%, MATHEMATICAL & COMPUTATIONAL BIOLOGY)
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