Seungyeon Choi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

Top Topics

Convolutional Network

Attention Mechanism

Urban Environments

Sequence Analysis

Top Venues

Comput. Biol. Medicine

Int. J. Embed. Real Time Commun. Syst.

Medical Imaging: Computer-Aided Diagnosis

Publications

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 (2024)
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) (2024)
Seungyeon Choi, Sangmin Seo, Sanghyun Park
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction. CoRR (2024)
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 (2023)
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) (2019)
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)