Gwang Lee

23 papers A* 1Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
CPPpred-En: Ensemble framework integrating a protein language model and conventional features for highly accurate cell-penetrating peptide prediction.
Comput. Biol. Medicine
Yongeun Jang, Minjun Kwon, Seok Gi Kim, Nimisha Pradeep George, Ji Su Hwang, Shaherin Basith, Gwang Lee
2025 J jnl
EnsemPred-ACP: Combining machine and deep learning to improve anticancer peptide prediction.
Comput. Biol. Medicine
Minjun Kwon, Yongeun Jang, Ji Su Hwang, Seok Gi Kim, Nimisha Pradeep George, Shaherin Basith, Gwang Lee
2025 J jnl
Optimizing image format piping and instrumentation diagram recognition: Integrating symbol and text recognition with a single backbone architecture.
J. Comput. Des. Eng.
Junhyung Byun, Bonggu Kang, Duhwan Mun, Gwang Lee, Hyungki Kim
2024 — conf
SSNet: Synergistic Segmentation of Brain MRI Scans Using nnUNetv2 and SAM-track.
ICAIIC
Yongeun Jang, Kwang-Ju Kim, In-Su Jang, Gwang Lee
2024 J jnl
SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery.
Medical Image Anal.
João Cartucho, Alistair Weld, Samyakh Tukra, Haozheng Xu, Hiroki Matsuzaki, Taiyo Ishikawa, Minjun Kwon, Yongeun Jang, Kwang-Ju Kim, Gwang Lee, Bizhe Bai, Lueder A. Kahrs, Lars Boecking, Simeon Allmendinger, Leopold Müller, Yitong Zhang, Yueming Jin, Sophia Bano, Francisco Vasconcelos, Wolfgang Reiter, Jonas Hajek, Bruno Silva, Estevão Lima, João L. Vilaça, Sandro F. Queiros, Stamatia Giannarou
2024 J jnl
Unveiling local and global conformational changes and allosteric communications in SOD1 systems using molecular dynamics simulation and network analyses.
Comput. Biol. Medicine
Shaherin Basith, Balachandran Manavalan, Gwang Lee
2024 J jnl
mHPpred: Accurate identification of peptide hormones using multi-view feature learning.
Comput. Biol. Medicine
Shaherin Basith, Vinoth Kumar Sangaraju, Balachandran Manavalan, Gwang Lee
2023 J jnl
ADP-Fuse: A novel two-layer machine learning predictor to identify antidiabetic peptides and diabetes types using multiview information.
Comput. Biol. Medicine
Shaherin Basith, Nhat Truong Pham, Minkyung Song, Gwang Lee, Balachandran Manavalan
2023 J jnl
Computational prediction of protein folding rate using structural parameters and network centrality measures.
Comput. Biol. Medicine
Saraswathy Nithiyanandam, Vinoth Kumar Sangaraju, Balachandran Manavalan, Gwang Lee
2023 A* conf
Semantic matching for text classification with complex class descriptions.
EMNLP
Brian de Silva, Kuan-Wen Huang, Gwang Lee, Karen Hovsepian, Yan Xu, Mingwei Shen
2023 J jnl
SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery.
CoRR
João Cartucho, Alistair Weld, Samyakh Tukra, Haozheng Xu, Hiroki Matsuzaki, Taiyo Ishikawa, Minjun Kwon, Yongeun Jang, Kwang-Ju Kim, Gwang Lee, Bizhe Bai, Lueder A. Kahrs, Lars Boecking, Simeon Allmendinger, Leopold Müller, Yitong Zhang, Yueming Jin, Sophia Bano, Francisco Vasconcelos, Wolfgang Reiter, Jonas Hajek, Bruno Silva, Lukas R. Buschle, Estevão Lima, João L. Vilaça, Sandro F. Queiros, Stamatia Giannarou
2022 J jnl
Amyotrophic lateral sclerosis disease-related mutations disrupt the dimerization of superoxide dismutase 1 - A comparative molecular dynamics simulation study.
Comput. Biol. Medicine
Shaherin Basith, Balachandran Manavalan, Gwang Lee
2022 J jnl
Comparative analysis of machine learning-based approaches for identifying therapeutic peptides targeting SARS-CoV-2.
Briefings Bioinform.
Balachandran Manavalan, Shaherin Basith, Gwang Lee
2022 J jnl
End-to-end digitization of image format piping and instrumentation diagrams at an industrially applicable level.
J. Comput. Des. Eng.
Byungchul Kim, Hyungki Kim, Yoochan Moon, Gwang Lee, Duhwan Mun
2022 J jnl
STALLION: a stacking-based ensemble learning framework for prokaryotic lysine acetylation site prediction.
Briefings Bioinform.
Shaherin Basith, Gwang Lee, Balachandran Manavalan
2021 J jnl
Computational prediction of species-specific yeast DNA replication origin via iterative feature representation.
Briefings Bioinform.
Balachandran Manavalan, Shaherin Basith, Tae Hwan Shin, Gwang Lee
2021 J jnl
Integrative machine learning framework for the identification of cell-specific enhancers from the human genome.
Briefings Bioinform.
Shaherin Basith, Md. Mehedi Hasan, Gwang Lee, Leyi Wei, Balachandran Manavalan
2021 J jnl
Meta-i6mA: an interspecies predictor for identifying DNA N6-methyladenine sites of plant genomes by exploiting informative features in an integrative machine-learning framework.
Briefings Bioinform.
Md. Mehedi Hasan, Shaherin Basith, Mst. Shamima Khatun, Gwang Lee, Balachandran Manavalan, Hiroyuki Kurata
2021 J jnl
Real-time unusual user event detection algorithm fusing vision, audio, activity, and dust patterns.
Multim. Tools Appl.
Juho Jung, Ryumduk Oh, Gwang Lee, Junho Ahn
2020 J jnl
HLPpred-Fuse: improved and robust prediction of hemolytic peptide and its activity by fusing multiple feature representation.
Bioinform.
Md. Mehedi Hasan, Nalini Schaduangrat, Shaherin Basith, Gwang Lee, Watshara Shoombuatong, Balachandran Manavalan
2019 J jnl
mAHTPred: a sequence-based meta-predictor for improving the prediction of anti-hypertensive peptides using effective feature representation.
Bioinform.
Balachandran Manavalan, Shaherin Basith, Tae Hwan Shin, Leyi Wei, Gwang Lee
2008 J jnl
Interactive data broadcasting services based on middleware technology in T-DMB.
IEEE Trans. Consumer Electron.
Gwang Lee, Kwang-Yong Kim, Namho Hur, Soo Lee
2007 — conf
Signaling Networks Involved in Retinal Degeneration in Mice.
FBIT
Jayalakshmi Krishnan, Gwang Lee, Sang-Uk Han, Sangdun Choi