Predicting commercially available antiviral drugs that may act on the novel coronavirus (SARS-CoV-2) through a drug-target interaction deep learning model BR Beck, B Shin, Y Choi, S Park, K Kang Computational and structural biotechnology journal 18, 784-790, 2020 | 828 | 2020 |
Self-attention based molecule representation for predicting drug-target interaction B Shin, S Park, K Kang, JC Ho Machine learning for healthcare conference, 230-248, 2019 | 153 | 2019 |
Target-centered drug repurposing predictions of human angiotensin-converting enzyme 2 (ACE2) and transmembrane protease serine subtype 2 (TMPRSS2) interacting approved drugs … Y Choi, B Shin, K Kang, S Park, BR Beck Viruses 12 (11), 1325, 2020 | 36 | 2020 |
DeepBTS: prediction of recurrence-free survival of non-small cell lung cancer using a time-binned deep neural network B Lee, SH Chun, JH Hong, IS Woo, S Kim, JW Jeong, JJ Kim, HW Lee, ... Scientific reports 10 (1), 1952, 2020 | 35 | 2020 |
DeepRePath: identifying the prognostic features of early-stage lung adenocarcinoma using multi-scale pathology images and deep convolutional neural networks WS Shim, K Yim, TJ Kim, YE Sung, G Lee, JH Hong, SH Chun, S Kim, ... Cancers 13 (13), 3308, 2021 | 23 | 2021 |
Controlled molecule generator for optimizing multiple chemical properties B Shin, S Park, JY Bak, JC Ho Proceedings of the conference on Health, Inference, and learning, 146-153, 2021 | 21 | 2021 |
Expression of EEF1A1 Is Associated with Prognosis of Patients with Colon Adenocarcinoma EK Joung, J Kim, N Yoon, L Maeng, JH Kim, S Park, K Kang, JS Kim, ... Journal of clinical medicine 8 (11), 1903, 2019 | 17 | 2019 |
Wx: a neural network-based feature selection algorithm for transcriptomic data S Park, B Shin, W Sang Shim, Y Choi, K Kang, K Kang Scientific reports 9 (1), 10500, 2019 | 13 | 2019 |
Cascaded Wx: A novel prognosis-related feature selection framework in human lung adenocarcinoma transcriptomes B Shin, S Park, JH Hong, HJ An, SH Chun, K Kang, YH Ahn, YH Ko, ... Frontiers in genetics 10, 662, 2019 | 12 | 2019 |
Wx: a neural network-based feature selection algorithm for next-generation sequencing data S Park, B Shin, Y Choi, K Kang, K Kang BioRxiv, 221911, 2017 | 3 | 2017 |