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Data Mining & Computational Biology Lab.

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MMMF: Multimodal Multitask Matrix Factorization for Classification and Feature Selection
  • AuthorJeongyoung Hwang and Hyunju Lee
  • Year2022
  • SourceIEEE ACCESS 10 Nov 2022 (IF:3.476) 79/164 48.1% COMPUTER SCIENCE, INFORMATION SYSTEMS

SDGCCA: Supervised Deep Generalized Canonical Correlation Analysis for Multi-Omics Integration
  • AuthorSehwan Moon, Jeongyoung Hwang and Hyunju Lee
  • Year2022
  • SourceJournal of Computational Biology 01 Aug 2022 (IF:1.549) 64/125 51.2% STATISTICS & PROBABILITY

Machine learning with in silico analysis markedly improves survival prediction modeling in colon cancer patients
  • AuthorChoong-Jae Lee,Bin Baek,Sang Hee Cho, Tae-Young Jang, So-El Jeon, Sunjae Lee, Hyunju Lee and Jeong-Seok Nam
  • Year2022
  • SourceCancer Medicine, 07 Nov 2022 (IF:4.711) 114/318 35.85% ONCOLOGY

Plant phenotype relationship corpus for biomedical relationships between plants and phenotypes
  • AuthorHyejin Cho, Baeksoo Kim, Wonjun Choi, Doheon Lee and Hyunju Lee
  • Year2022
  • SourceScientific Data, 26 May 2022 (IF:8.501) 13/135 9.63% MULTIDISCIPLINARY SCIENCES

MOMA: A Multi-task Attention Learning Algorithm for Multi-omics Data Interpretation and Classification
  • AuthorSehwan Moon and Hyunju Lee
  • Year2022
  • SourceBioinformatics. Accepted. (IF:6.937) (JCR 2020: 3/58, 5.17%, Mathematical & Computational Biology)

HIDTI: Integration of heterogeneous information to predict drug-target interactions
  • AuthorJihee Soh, Sejin Park, and Hyunju Lee
  • Year2022
  • SourceScientific Reports, Accepted. (IF:4.379) (JCR 2020: 17/73, 23.39%, MULTIDISCIPLINARY SCIENCES)

Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation
  • AuthorDongha Choi, HongSeok Choi, and Hyunju Lee.
  • Year2022
  • SourceIn Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL). 22 May 2022. Dublin.

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 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).
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