Seonwoo Min
Seonwoo Min
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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
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