Seungyeon Choi

According to our database, Seungyeon Choi authored at least 7 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism.

Sangmin Seo, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, Sanghyun Park

Eng. Appl. Artif. Intell., January, 2024

PIDiff: Physics informed diffusion model for protein pocket-specific 3D molecular generation.

Seungyeon Choi, Sangmin Seo, Byung Ju Kim, Chihyun Park, Sanghyun Park

Comput. Biol. Medicine, 2024

DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network.

Seungyeon Choi, Sangmin Seo, Jonghwan Choi, Chihyun Park, Sanghyun Park

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction.

Seungyeon Choi, Sangmin Seo, Sanghyun Park

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training.

Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Shengmin Piao, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park

Comput. Biol. Medicine, May, 2023

2019

Urban Smart Block: An Open IoT Platform for Creating Online-to-Offline Services in Urban Environments.

Jae Wan Park, Seungyeon Choi

Int. J. Embed. Real Time Commun. Syst., 2019

2017

A feasibility study of automatic lung nodule detection in chest digital tomosynthesis with machine learning based on support vector machine.

Donghoon Lee, Ye-seul Kim, Sunghoon Choi, Haenghwa Lee, Byungdu Jo, Seungyeon Choi, Jungwook Shin, Hee-Joung Kim

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017