Category / Journal

End-to-end Representation Learning for Chemical-Chemical Interaction Prediction

Sunyoung Kwon and Sungroh Yoon, IEEE/ACM Transactions on Computational Biology and Bioinformatics, in press.
preprint  link

01 January 2019
Journal, Sunyoung Kwon

Changes in Lesional and Non-lesional Skin Microbiome During Treatment of Atopic Dermatitis

Sunyoung Kwon, Ji Young Choi, Jung-Won Shin, Chang-Hun Huh, Kyoung-Chan Park, Mi-Hee Du, Sungroh Yoon, Jung-Im Na, Acta Dermato-Venereologica, in press.
preprint  link

01 January 2019
Journal, Sungroh Yoon, Sunyoung Kwon

MUGAN: Multi-GPU Accelerated AmpliconNoise Server for Rapid Microbial Diversity Assessment

Byunghan Lee, Hyeyoung Min, and Sungroh Yoon, Bioinformatics, in press.
preprint   link

01 January 2019
Byunghan Lee, Hyeyoung Min, Journal, Sungroh Yoon

LncRNAnet: Long Noncoding RNA Identification using Deep Learning

Junghwan Baek, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon, Bioinformatics, vol. 34, no. 22, pp. 3889-3897, November 2018.
paper   link

15 November 2018
Byunghan Lee, Journal, Junghwan Baek, Sungroh Yoon, Sunyoung Kwon

Deep Learning Based Low-cost High-accuracy Diagnostic Framework for Dementia Using Comprehensive Neuropsychological Assessment Profiles

Hyun-Soo Choi, Jin Yeong Choe, Hanjoo Kim, Ji Won Han, Yeon Kyung Chi, Kayoung Kim, Jongwoo Hong, Taehyun Kim, Tae Hui Kim, Sungroh Yoon, Ki Woong Kim, BMC Geriatrics, vol. 18, no. 1, p. 234, October 2018.
paper  link

14 September 2018
Journal, Sungroh Yoon

CloudSocket: Fine-Grained Power Sensing System for Datacenters

Seil Lee, Hanjoo Kim, Seongsik Park, Seijoon Kim, Hyeokjun Choe, Sungroh Yoon, IEEE Access, vol. 6, no. 1, pp. 49601-49610, September 2018.
paper  link

25 August 2018
Journal, Sungroh Yoon

Deep learning improves prediction of CRISPR–Cpf1 guide RNA activity

Hui Kwon Kim, Seonwoo Min, Myungjae Song, Soobin Jung, Jae Woo Choi, Younggwang Kim, Sangeun Lee, Sungroh Yoon, Hyongbum Kim, Nature Biotechnology, vol. 36, no. 3, pp. 239-241, March 2018.
paper  link  code  suppl

02 March 2018
Journal, Seonwoo Min, Sungroh Yoon

hc-OTU: A Fast and Accurate Method for Clustering Operational Taxonomic Units based on Homopolymer Compaction

Seunghyun Park, Hyun-Soo Choi, Byunghan Lee, Jongsik Chun, Joong-Ho Won, and Sungroh Yoon, IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 15, no. 2, pp. 441-451, March/April 2018.
paper  link

01 March 2018
Byunghan Lee, Hyunsoo Choi, Journal, Seunghyun Park

TensorLightning: A Traffic-efficient Distributed Deep Learning on Commodity Spark Clusters

Seil Lee, Hanjoo Kim, Jaehong Park, Jaehee Jang, Chang-Sung Jeong, Sungroh Yoon, IEEE Access, vol. 6, no. 1, pp. 27671-27680, May 2018.
paper  link

24 February 2018
Hanjoo Kim, Jaehee Jang, Jaehong Park, Journal, Seil Lee, Sungroh Yoon

HiComet: A High-Throughput Comet Analysis Tool for Large-Scale DNA Damage Assessment

Taehoon Lee, Sungmin Lee, Woo Young Sim, Yu Mi Jung, Sunmi Han, Joong-Ho Won, Hyeyoung Min, and Sungroh Yoon, BMC Bioinformatics, vol. 19(Suppl 1), no. 44, pp. 49-61, February 2018.
paper  link

03 January 2018
Hyeyoung Min, Joong-Ho Won, Journal, Sungmin Lee, Sungroh Yoon, Taehoon Lee, Woo Young Sim, Yu Mi Jung

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