Giltae Song

28 papers B 1Misc 1Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — ed.
Comparative Genomics - 22nd RECOMB International Workshop, RECOMB-CG 2025, Seoul, South Korea, April 24-25, 2025, Proceedings
RECOMB-CG
Giltae Song
2025 J jnl
Gene spatial integration: enhancing spatial transcriptomics analysis via deep learning and batch effect mitigation.
Bioinform.
Rian Pratama, Jason A. Hilton, J. Michael Cherry, Giltae Song
2025 — conf
Predicting Protein-Ligand binding Residue with Token classification.
BigComp
Keumseok Kang, Sanghun Sel, Jeongmu Kim, Giltae Song
2025 — conf
SNP Position Filtering and Multimodal Approach in Heart Failure Risk Prediction.
BigComp
Seungyun Shin, Subin Lee, Kibeom Kim, Hyewon Lee, Giltae Song
2025 J jnl
Therapeutic gene target prediction using novel deep hypergraph representation learning.
Briefings Bioinform.
Kibeom Kim, Juseong Kim, Minwook Kim, Hyewon Lee, Giltae Song
2024 J jnl
Acute myocardial infarction prognosis prediction with reliable and interpretable artificial intelligence system.
J. Am. Medical Informatics Assoc.
Minwook Kim, Donggil Kang, Min Sun Kim, Jeong Cheon Choe, Sun-Hack Lee, Jin-Hee Ahn, Jun-Hyok Oh, Jung Hyun Choi, Han Cheol Lee, Kwang Soo Cha, Kyungtae Jang, Woor I Bong, Giltae Song, Hyewon Lee
2023 J jnl
AptaTrans: a deep neural network for predicting aptamer-protein interaction using pretrained encoders.
BMC Bioinform.
Incheol Shin, Keumseok Kang, Juseong Kim, Sanghun Sel, Jeonghoon Choi, Jae-Wook Lee, Ho-Young Kang, Giltae Song
2023 J jnl
CAST: Cluster-Aware Self-Training for Tabular Data.
CoRR
Minwook Kim, Juseong Kim, Kibeom Kim, Donggil Kang, Giltae Song
2023 J jnl
DeepFold: enhancing protein structure prediction through optimized loss functions, improved template features, and re-optimized energy function.
Bioinform.
Jae-Won Lee, Jong-Hyun Won, Seonggwang Jeon, Yujin Choo, Yubin Yeon, Jin-Seon Oh, Minsoo Kim, Seonhwa Kim, InSuk Joung, Cheongjae Jang, Sung Jong Lee, Tae Hyun Kim, Kyong Hwan Jin, Giltae Song, Eun-Sol Kim, Jejoong Yoo, Eunok Paek, Yung-Kyun Noh, Keehyoung Joo
2023 — ed.
IEEE International Conference on Big Data and Smart Computing, BigComp 2023, Jeju, Republic of Korea, February 13-16, 2023
BigComp
Hyeran Byun, Beng Chin Ooi, Katsumi Tanaka, Sang-Won Lee, Zhixu Li, Akiyo Nadamoto, Giltae Song, Young-Guk Ha, Kazutoshi Sumiya, Yuncheng Wu, Hyuk-Yoon Kwon, Takehiro Yamamoto
2023 — conf
One year mortality prediction in heart failure using feature selection and missing value imputation in deep learning.
BigComp
Taehyun Kim, Minwook Kim, Hyewon Lee, Giltae Song
2023 J jnl
Revisiting Self-Training with Regularized Pseudo-Labeling for Tabular Data.
CoRR
Minwook Kim, Juseong Kim, José Bento, Giltae Song
2022 — conf
Aptamer- Protein Interaction Prediction using Transformer.
BigComp
Incheol Shin, Giltae Song
2022 J jnl
FastqCLS: a FASTQ compressor for long-read sequencing via read reordering using a novel scoring model.
Bioinform.
Dohyeon Lee, Giltae Song
2021 J jnl
DNN-Boost: Somatic mutation identification of tumor-only whole-exome sequencing data using deep neural network and XGBoost.
J. Bioinform. Comput. Biol.
Firda Aminy Maruf, Rian Pratama, Giltae Song
2018 J jnl
Privacy-Preserving Compressed Reference-Oriented Alignment Map Using Decentralized Storage.
IEEE Access
Doo-Hee Hwang, Seok-Hwan Choi, Jin-Myeong Shin, Giltae Song, Yoon-Ho Choi
2016 J jnl
From one to many: expanding the
Database J. Biol. Databases Curation
Stacia R. Engel, Shuai Weng, Gail Binkley, Kelley M. Paskov, Giltae Song, J. Michael Cherry
2016 J jnl
Integration of new alternative reference strain genome sequences into the
Database J. Biol. Databases Curation
Giltae Song, Rama Balakrishnan, Gail Binkley, Maria C. Costanzo, Kyla S. Dalusag, Janos Demeter, Stacia R. Engel, Sage T. Hellerstedt, Kalpana Karra, Benjamin C. Hitz, Robert S. Nash, Kelley M. Paskov, Travis K. Sheppard, Marek S. Skrzypek, Shuai Weng, Edith D. Wong, J. Michael Cherry
2016 J jnl
The
Nucleic Acids Res.
Travis K. Sheppard, Benjamin C. Hitz, Stacia R. Engel, Giltae Song, Rama Balakrishnan, Gail Binkley, Maria C. Costanzo, Kyla S. Dalusag, Janos Demeter, Sage T. Hellerstedt, Kalpana Karra, Robert S. Nash, Kelley M. Paskov, Marek S. Skrzypek, Shuai Weng, Edith D. Wong, J. Michael Cherry
2011 J jnl
Evaluation of methods for detecting conversion events in gene clusters.
BMC Bioinform.
Giltae Song, Chih-Hao Hsu, Cathy Riemer, Webb Miller
2010 J jnl
CAGE: Combinatorial Analysis of Gene-Cluster Evolution.
J. Comput. Biol.
Giltae Song, Louxin Zhang, Tomás Vinar, Webb Miller
2010 J jnl
Reconstructing Histories of Complex Gene Clusters on a Phylogeny.
J. Comput. Biol.
Tomás Vinar, Brona Brejová, Giltae Song, Adam C. Siepel
2009 J jnl
Bayesian History Reconstruction of Complex Human Gene Clusters on a Phylogeny
CoRR
Tomás Vinar, Brona Brejová, Giltae Song, Adam C. Siepel
2009 J jnl
Evolutionary History Reconstruction for Mammalian Complex Gene Clusters.
J. Comput. Biol.
Yu Zhang, Giltae Song, Tomás Vinar, Eric D. Green, Adam C. Siepel, Webb Miller
2009 — conf
Inferring the Recent Duplication History of a Gene Cluster.
RECOMB-CG
Giltae Song, Louxin Zhang, Tomás Vinar, Webb Miller
2009 — conf
Reconstructing Histories of Complex Gene Clusters on a Phylogeny.
RECOMB-CG
Tomás Vinar, Brona Brejová, Giltae Song, Adam C. Siepel
2009 Misc conf
Simultaneous History Reconstruction for Complex Gene Clusters in Multiple Species.
Pacific Symposium on Biocomputing
Yu Zhang, Giltae Song, Chih-Hao Hsu, Webb Miller
2008 B conf
Reconstructing the Evolutionary History of Complex Human Gene Clusters.
RECOMB
Yu Zhang, Giltae Song, Tomás Vinar, Eric D. Green, Adam C. Siepel, Webb Miller