Sungroh Yoon

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Molecular Dynamics Simulations

Top Venues

Nature biotechnology

Nature computational science

This page only lists publications with an associated author ORCID identifier.

Publications

Hui Kwon Kim, Goosang Yu, Jinman Park, Seonwoo Min, Sungtae Lee, Sungroh Yoon, Hyongbum Henry Kim
Author Correction: Predicting the efficiency of prime editing guide RNAs in human cells. Nature biotechnology (2024)
Yang Jeong Park, HyunGi Kim, Jeonghee Jo, Sungroh Yoon
Deep contrastive learning of molecular conformation for efficient property prediction. Nature computational science 3 (12) (2023)
Bumju Kwak, Jiwon Park, Taewon Kang, Jeonghee Jo, Byunghan Lee, Sungroh Yoon
GeoT: A Geometry-Aware Transformer for Reliable Molecular Property Prediction and Chemically Interpretable Representation Learning. ACS omega 8 (42) (2023)
Hyeonseong Jeon, Junhak Ahn, Byunggook Na, Soona Hong, Lee Sael, Sun Kim, Sungroh Yoon, Daehyun Baek
AIVariant: a deep learning-based somatic variant detector for highly contaminated tumor samples. Experimental & molecular medicine (2023)
Yang Jeong Park, HyunGi Kim, Jeonghee Jo, Sungroh Yoon
Deep contrastive learning of molecular conformation for efficient property prediction. Nature computational science 3 (12) (2023)
Yang Jeong Park, HyunGi Kim, Jeonghee Jo, Sungroh Yoon
Deep contrastive learning of molecular conformation for efficient property prediction. Nature computational science 3 (12) (2023)
Sang Hun Song, Eunae Kim, Eunjin Woo, Eunkyung Kwon, Sungroh Yoon, Jung Kwon Kim, Hakmin Lee, Jong Jin Oh, Sangchul Lee, Sung Kyu Hong, Seok-Soo Byun
Prediction of clinically significant prostate cancer using polygenic risk models in Asians. Investigative and clinical urology 63 (1) (2022)
Hyunjun Yoo, Eunji Kim, Jong Won Chung, Hyeon Cho, Sujin Jeong, Heeseung Kim, Dongju Jang, Hayun Kim, Jinsu Yoon, Gae Hwang Lee, Hyunbum Kang, Joo-Young Kim, Youngjun Yun, Sungroh Yoon, Yongtaek Hong
Silent Speech Recognition with Strain Sensors and Deep Learning Analysis of Directional Facial Muscle Movement. ACS applied materials & interfaces 14 (48) (2022)
Jeonghee Jo, Bumju Kwak, Byunghan Lee, Sungroh Yoon
Flexible Dual-Branched Message-Passing Neural Network for a Molecular Property Prediction. ACS omega 7 (5) (2022)
Seonwoo Min, HyunGi Kim, Byunghan Lee, Sungroh Yoon
Protein transfer learning improves identification of heat shock protein families. PloS one 16 (5) (2021)
Myungjae Song, Jung Min Lim, Seonwoo Min, Jeong-Seok Oh, Dong Young Kim, Jae-Sung Woo, Hiroshi Nishimasu, Sung-Rae Cho, Sungroh Yoon, Hyongbum Henry Kim
Generation of a more efficient prime editor 2 by addition of the Rad51 DNA-binding domain. Nature communications 12 (1) (2021)
Hui Kwon Kim, Goosang Yu, Jinman Park, Seonwoo Min, Sungtae Lee, Sungroh Yoon, Hyongbum Henry Kim
Predicting the efficiency of prime editing guide RNAs in human cells. Nature biotechnology 39 (2) (2020)
Myungjae Song, Hui Kwon Kim, Sungtae Lee, Younggwang Kim, Sang-Yeon Seo, Jinman Park, Jae Woo Choi, Hyewon Jang, Jeong Hong Shin, Seonwoo Min, Zhejiu Quan, Ji Hun Kim, Hoon Chul Kang, Sungroh Yoon, Hyongbum Henry Kim
Sequence-specific prediction of the efficiencies of adenine and cytosine base editors. Nature biotechnology 38 (9) (2020)
Nahye Kim, Hui Kwon Kim, Sungtae Lee, Jung-Hwa Seo, Jae Woo Choi, Jinman Park, Seonwoo Min, Sungroh Yoon, Sung-Rae Cho, Hyongbum Henry Kim
Prediction of the sequence-specific cleavage activity of Cas9 variants. Nature biotechnology 38 (11) (2020)
Sunyoung Kwon, Ho Bae, Jeonghee Jo, Sungroh Yoon
Comprehensive ensemble in QSAR prediction for drug discovery. BMC bioinformatics 20 (1) (2019)
Hui Kwon Kim, Younggwang Kim, Sungtae Lee, Seonwoo Min, Jung Yoon Bae, Jae Woo Choi, Jinman Park, Dongmin Jung, Sungroh Yoon, Hyongbum Henry Kim
SpCas9 activity prediction by DeepSpCas9, a deep learning-based model with high generalization performance. Science advances 5 (11) (2019)
Hui Kwon Kim, Seonwoo Min, Myungjae Song, Soobin Jung, Jae Woo Choi, Younggwang Kim, Sangeun Lee, Sungroh Yoon, Hyongbum Henry Kim
Deep learning improves prediction of CRISPR-Cpf1 guide RNA activity. Nature biotechnology 36 (3) (2018)
Byunghan Lee, Taesup Moon, Sungroh Yoon, Tsachy Weissman
DUDE-Seq: Fast, flexible, and robust denoising for targeted amplicon sequencing. PloS one 12 (7) (2017)