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MMMF: Multimodal Multitask Matrix Factorization for Classification and Feature Selection
Author
Jeongyoung Hwang and Hyunju Lee
Year
2022
Source
IEEE 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
Author
Sehwan Moon, Jeongyoung Hwang and Hyunju Lee
Year
2022
Source
Journal 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
Author
Choong-Jae Lee,Bin Baek,Sang Hee Cho, Tae-Young Jang, So-El Jeon, Sunjae Lee, Hyunju Lee and Jeong-Seok Nam
Year
2022
Source
Cancer Medicine, 07 Nov 2022 (IF:4.711) 114/318 35.85% ONCOLOGY
Plant phenotype relationship corpus for biomedical relationships between plants and phenotypes
Author
Hyejin Cho, Baeksoo Kim, Wonjun Choi, Doheon Lee and Hyunju Lee
Year
2022
Source
Scientific 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
Author
Sehwan Moon and Hyunju Lee
Year
2022
Source
Bioinformatics. Accepted. (IF:6.937) (JCR 2020: 3/58, 5.17%, Mathematical & Computational Biology)
HIDTI: Integration of heterogeneous information to predict drug-target interactions
Author
Jihee Soh, Sejin Park, and Hyunju Lee
Year
2022
Source
Scientific 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
Author
Dongha Choi, HongSeok Choi, and Hyunju Lee.
Year
2022
Source
In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL). 22 May 2022. Dublin.
Early Stopping Based on Unlabeled Samples.
Author
HongSeok Choi, Dongha Choi, and Hyunju Lee.
Year
2022
Source
In 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
Author
Han, Bogyeong; Lee, Juhwan; Kwak, Yoon Jin; Kim, Hyun-Young; Lee, Kwang Hoon; Shim, Yumi; Lee, Hyunju; Park, Sung-Hye
Year
2021
Source
DIAGNOSTIC 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
Author
Wonjun Choi, Hyunju Lee
Year
2021
Source
PLoS One, 2021 October 15; 16(10): e0258626. (IF: 3.240) (JCR 2020: 26/72 36.11%, MULTIDISCIPLINARY SCIENCES).
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