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Data Mining & Computational Biology Lab.

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Total 87 , Page 1 / 9

Crossfeat: a transformer-based cross-feature learning model for predicting drug side effect frequency
  • AuthorBaek, Bin, and Hyunju Lee
  • Year2024
  • SourceBMC Bioinformatics, 2024 October 08; 22:269 (IF:2.9) (JCR 2023: 16/65, 24.62%, MATHEMATICAL & COMPUTATIONAL BIOLOGY)

GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization
  • AuthorSangwon Park, Hongseok Choi, Dongha Choi, Hyunju Lee
  • Year2024
  • SourceFindings of the Association for Computational Linguistics ACL. August 2024.

DeepPIG: deep neural network architecture with pairwise connected layers and stochastic gates using knockoff frameworks for feature selection
  • AuthorEuiyoung Oh, Hyunju Lee
  • Year2024
  • SourceScientific Reports 06 July 2024 (IF : 3.8) 23/135 17.03% MULTIDISCIPLINARY SCIENCES

PANCDR: precise medicine prediction using an adversarial network for cancer drug response
  • AuthorJuyeon Kim, Sung-Hye Park, Hyunju Lee
  • Year2024
  • SourceBriefings in Bioinformatics 14 March 2024 (IF: 9.500) 3/77 3.90% BIOCHEMICAL RESEARCH METHODS

Integrated drug response prediction models pinpoint repurposed drugs with effectiveness against rhabdomyosarcoma
  • AuthorBin Baek, Eunmi Jang, Sejin Park, Sung-Hye Park, Darren Reece Williams, Da-Woon Jung, Hyunju Lee
  • Year2024
  • SourcePLoS One 26 January 2024 (IF: 3.700) 26/73 35.62% MULTIDISCIPLINARY SCIENCES

Molecular data representation based on gene embeddings for cancer drug response prediction
  • AuthorSejin Park, Hyunju Lee
  • Year2023
  • SourceScientific Reports 11 December 2023 (IF : 4.6) 22/73 30.14% MULTIDISCIPLINARY SCIENCES

Joint triplet loss with semi-hard constraint for data augmentation and disease prediction using gene expression data
  • AuthorYeonwoo Chung, Hyunju Lee
  • Year2023
  • SourceScientific Reports 24 October 2023 (IF : 4.6) 22/73 30.14% MULTIDISCIPLINARY SCIENCES

Exploiting all samples in low-resource sentence classification: early stopping and initialization parameters
  • AuthorHongseok Choi and Hyunju Lee
  • Year2023
  • SourceIEEE Access 27 March 2023 (IF:3.476) 79/164 48.2% COMPUTER SCIENCE, INFORMATION SYSTEMS

Transcriptomic data in tumor‐adjacent normal tissues harbor prognostic information on multiple cancer types
  • AuthorEuiyoung Oh and Hyunju Lee
  • Year2023
  • SourceCancer Medicine 31 March 2023 (IF:4.711) 106/245 43.3% Oncology

Detecting amyloid‐β positivity using regions of interest from structural magnetic resonance imaging
  • AuthorJeongyoung Hwang, Hee Kyung Park, Hai-jeon Yoon, Jee Hyang Jeong, Hyunju Lee, for the Alzheimer’s Disease Neuroimaging Initiative
  • Year2023
  • SourceEuropean Journal of Neurology 13 March 2023 (IF:6.288) 33/212 15.6% Clinical Neurology
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