|Deep learning in bioinformatics|
S Min, B Lee, S Yoon
Briefings in bioinformatics 18 (5), 851-869, 2017
|Deep learning improves prediction of CRISPR–Cpf1 guide RNA activity|
HK Kim, S Min, M Song, S Jung, JW Choi, Y Kim, S Lee, S Yoon, HH Kim
Nature biotechnology 36 (3), 239, 2018
|Deep recurrent neural network-based identification of precursor micrornas|
S Park, S Min, HS Choi, S Yoon
Proceedings of the 31st International Conference on Neural Information …, 2017
|High-throughput analysis of the activities of xCas9, SpCas9-NG and SpCas9 at matched and mismatched target sequences in human cells|
HK Kim, S Lee, Y Kim, J Park, S Min, JW Choi, TP Huang, S Yoon, DR Liu, ...
Nature biomedical engineering 4 (1), 111-124, 2020
|SpCas9 activity prediction by DeepSpCas9, a deep learning–based model with high generalization performance|
HK Kim, Y Kim, S Lee, S Min, JY Bae, JW Choi, J Park, D Jung, S Yoon, ...
Science advances 5 (11), eaax9249, 2019
|Neural universal discrete denoiser|
T Moon, S Min, B Lee, S Yoon
arXiv preprint arXiv:1605.07779, 2016
|Prediction of the sequence-specific cleavage activity of Cas9 variants|
N Kim, HK Kim, S Lee, JH Seo, JW Choi, J Park, S Min, S Yoon, SR Cho, ...
Nature Biotechnology 38 (11), 1328-1336, 2020
|Predicting the efficiency of prime editing guide RNAs in human cells|
HK Kim, G Yu, J Park, S Min, S Lee, S Yoon, HH Kim
Nature Biotechnology 39 (2), 198-206, 2021
|Polyphonic music generation with sequence generative adversarial networks|
S Lee, U Hwang, S Min, S Yoon
arXiv preprint arXiv:1710.11418, 2017
|Pre-training of deep bidirectional protein sequence representations with structural information|
S Min, S Park, S Kim, HS Choi, S Yoon
arXiv preprint arXiv:1912.05625, 2019
|Sequence-specific prediction of the efficiencies of adenine and cytosine base editors|
M Song, HK Kim, S Lee, Y Kim, SY Seo, J Park, JW Choi, H Jang, JH Shin, ...
Nature Biotechnology 38 (9), 1037-1043, 2020
|Learning-based instantaneous drowsiness detection using wired and wireless electroencephalography|
HS Choi, S Min, S Kim, H Bae, JE Yoon, I Hwang, D Oh, CH Yun, S Yoon
IEEE Access 7, 146390-146402, 2019
|Bag of Tricks for Electrocardiogram Classification with Deep Neural Networks|
S Min, HS Choi, H Han, M Seo, JK Kim, J Park, S Jung, IY Oh, B Lee, ...
|Recording of elapsed time and temporal information about biological events using Cas9|
J Park, JM Lim, I Jung, SJ Heo, J Park, Y Chang, HK Kim, D Jung, JH Yu, ...
Cell 184 (4), 1047-1063. e23, 2021
|DNA Privacy: Analyzing Malicious DNA Sequences using Deep Neural Networks|
H Bae, S Min, HS Choi, S Yoon
Gene 5, 3, 2020