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Journal Articles
- 2024
[j4]Seungyeon Choi, Sangmin Seo, Byung Ju Kim, Chihyun Park
, Sanghyun Park:
PIDiff: Physics informed diffusion model for protein pocket-specific 3D molecular generation. Comput. Biol. Medicine 180: 108865 (2024)- [j3]Sangmin Seo, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, Sanghyun Park:
Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism. Eng. Appl. Artif. Intell. 127(Part A): 107257 (2024) - 2023
- [j2]Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Shengmin Piao, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park:
ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training. Comput. Biol. Medicine 157: 106721 (2023) - 2019
- [j1]Jae Wan Park, Seungyeon Choi:
Urban Smart Block: An Open IoT Platform for Creating Online-to-Offline Services in Urban Environments. Int. J. Embed. Real Time Commun. Syst. 10(3): 21-31 (2019)
Conference and Workshop Papers
- 2024
- [c3]Seungyeon Choi, Sangmin Seo, Sanghyun Park:
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction. ECAI 2024: 169-176 - [c2]Seungyeon Choi, Sangmin Seo, Jonghwan Choi, Chihyun Park, Sanghyun Park:
DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network. ECAI 2024: 1623-1630 - 2017
- [c1]Donghoon Lee, Ye-seul Kim, Sunghoon Choi, Haenghwa Lee, Byungdu Jo, Seungyeon Choi, Jungwook Shin, Hee-Joung Kim:
A feasibility study of automatic lung nodule detection in chest digital tomosynthesis with machine learning based on support vector machine. Medical Imaging: Computer-Aided Diagnosis 2017: 101343P
Informal and Other Publications
- 2024
- [i1]Seungyeon Choi, Sangmin Seo, Sanghyun Park:
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction. CoRR abs/2407.11057 (2024)
Coauthor Index
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