Hyun-Soo Choi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 16

Top Topics

Convolutional Neural Network

Methicillin Resistant Staphylococcus Aureus

Top Venues

JMIR formative research

Journal of Korean medical science

Journal of clinical medicine

This page only lists publications with an associated author ORCID identifier.

Publications

Seung-Joo Nam, Gwiseong Moon, Jung-Hwan Park, Yoon Kim, Yun Jeong Lim, Hyun-Soo Choi
Deep Learning-Based Real-Time Organ Localization and Transit Time Estimation in Wireless Capsule Endoscopy. Biomedicines 12 (8) (2024)
Seola Kim, Hyun-Soo Choi, DoHyeon Kim, Minkyu Kim, Seo-Young Lee, Jung-Kyeom Kim, Yoon Kim, Woo Hyun Lee
A Comprehensive Study on a Deep-Learning-Based Electrocardiography Analysis for Estimating the Apnea-Hypopnea Index. Diagnostics (Basel, Switzerland) 14 (11) (2024)
Sang-Won Park, Na Young Yeo, Seong Uk Kang, Taejun Ha, Tae-Hoon Kim, Doo Hee Lee, Dowon Kim, Seheon Choi, Minkyu Kim, DongHoon Lee, DoHyeon Kim, Woo Jin Kim, Seung-Joon Lee, Yeon-Jeong Heo, Da Hye Moon, Seon-Sook Han, Yoon Kim, Hyun-Soo Choi, Dong Kyu Oh, Su Yeon Lee, Mi-Hyeon Park, Chae-Man Lim, Jeongwon Heo, null null
Early Prediction of Mortality for Septic Patients Visiting Emergency Room Based on Explainable Machine Learning: A Real-World Multicenter Study. Journal of Korean medical science 39 (5) (2024)
DoHyeon Kim, Hyun-Soo Choi, DongHoon Lee, Minkyu Kim, Yoon Kim, Seon-Sook Han, Yeon-Jeong Heo, Ju-Hee Park, Jinkyeong Park
A Deep Learning-Based Approach for Prediction of Vancomycin Treatment Monitoring: Retrospective Study Among Patients With Critical Illness. JMIR formative research 8 (2024)
DoHyeon Kim, Hyun-Soo Choi, DongHoon Lee, Minkyu Kim, Yoon Kim, Seon-Sook Han, Yeon-Jeong Heo, Ju-Hee Park, Jinkyeong Park
A Deep Learning-Based Approach for Prediction of Vancomycin Treatment Monitoring: Retrospective Study Among Patients With Critical Illness. JMIR formative research 8 (2024)
Sang-Won Park, Na Young Yeo, Seong Uk Kang, Taejun Ha, Tae-Hoon Kim, Doo Hee Lee, Dowon Kim, Seheon Choi, Minkyu Kim, DongHoon Lee, DoHyeon Kim, Woo Jin Kim, Seung-Joon Lee, Yeon-Jeong Heo, Da Hye Moon, Seon-Sook Han, Yoon Kim, Hyun-Soo Choi, Dong Kyu Oh, Su Yeon Lee, Mi-Hyeon Park, Chae-Man Lim, Jeongwon Heo, null null
Early Prediction of Mortality for Septic Patients Visiting Emergency Room Based on Explainable Machine Learning: A Real-World Multicenter Study. Journal of Korean medical science 39 (5) (2024)
DoHyeon Kim, Hyun-Soo Choi, DongHoon Lee, Minkyu Kim, Yoon Kim, Seon-Sook Han, Yeon-Jeong Heo, Ju-Hee Park, Jinkyeong Park
A Deep Learning-Based Approach for Prediction of Vancomycin Treatment Monitoring: Retrospective Study Among Patients With Critical Illness. JMIR formative research 8 (2024)
DoHyeon Kim, Hyun-Soo Choi, DongHoon Lee, Minkyu Kim, Yoon Kim, Seon-Sook Han, Yeon-Jeong Heo, Ju-Hee Park, Jinkyeong Park
A Deep Learning-Based Approach for Prediction of Vancomycin Treatment Monitoring: Retrospective Study Among Patients With Critical Illness. JMIR formative research 8 (2024)
Seung-Joo Nam, Gwiseong Moon, Jung-Hwan Park, Yoon Kim, Yun Jeong Lim, Hyun-Soo Choi
Deep Learning-Based Real-Time Organ Localization and Transit Time Estimation in Wireless Capsule Endoscopy. Biomedicines 12 (8) (2024)
Seola Kim, Hyun-Soo Choi, DoHyeon Kim, Minkyu Kim, Seo-Young Lee, Jung-Kyeom Kim, Yoon Kim, Woo Hyun Lee
A Comprehensive Study on a Deep-Learning-Based Electrocardiography Analysis for Estimating the Apnea-Hypopnea Index. Diagnostics (Basel, Switzerland) 14 (11) (2024)
Sang-Won Park, Na Young Yeo, Seong Uk Kang, Taejun Ha, Tae-Hoon Kim, Doo Hee Lee, Dowon Kim, Seheon Choi, Minkyu Kim, DongHoon Lee, DoHyeon Kim, Woo Jin Kim, Seung-Joon Lee, Yeon-Jeong Heo, Da Hye Moon, Seon-Sook Han, Yoon Kim, Hyun-Soo Choi, Dong Kyu Oh, Su Yeon Lee, Mi-Hyeon Park, Chae-Man Lim, Jeongwon Heo, null null
Early Prediction of Mortality for Septic Patients Visiting Emergency Room Based on Explainable Machine Learning: A Real-World Multicenter Study. Journal of Korean medical science 39 (5) (2024)
Minkyu Kim, Tae-Hoon Kim, Dowon Kim, DongHoon Lee, Dohyun Kim, Jeongwon Heo, Seonguk Kang, Taejun Ha, Jinju Kim, Da Hye Moon, Yeon-Jeong Heo, Woo Jin Kim, Seung-Joon Lee, Yoon Kim, Sang-Won Park, Seon-Sook Han, Hyun-Soo Choi
In-Advance Prediction of Pressure Ulcers via Deep-Learning-Based Robust Missing Value Imputation on Real-Time Intensive Care Variables. Journal of clinical medicine 13 (1) (2023)
Hyeongrok Han, Seongjae Park, Seonwoo Min, Eunji Kim, HyunGi Kim, Sangha Park, Jinkook Kim, Junsang Park, Junho An, Kwanglo Lee, Wonsun Jeong, Sangil Chon, Kwon-Woo Ha, Myungkyu Han, Hyun-Soo Choi, Sungroh Yoon
Improving generalization performance of electrocardiogram classification models. Physiological measurement (2023)
Minkyu Kim, Tae-Hoon Kim, Dowon Kim, DongHoon Lee, Dohyun Kim, Jeongwon Heo, Seonguk Kang, Taejun Ha, Jinju Kim, Da Hye Moon, Yeon-Jeong Heo, Woo Jin Kim, Seung-Joon Lee, Yoon Kim, Sang-Won Park, Seon-Sook Han, Hyun-Soo Choi
In-Advance Prediction of Pressure Ulcers via Deep-Learning-Based Robust Missing Value Imputation on Real-Time Intensive Care Variables. Journal of clinical medicine 13 (1) (2023)
Jeong Woo Son, Ji-Young Hong, Yoon Kim, Woo Jin Kim, Dae-Yong Shin, Hyun-Soo Choi, So Hyeon Bak, Kyoung Min Moon
How Many Private Data Are Needed for Deep Learning in Lung Nodule Detection on CT Scans? A Retrospective Multicenter Study. Cancers 14 (13) (2022)
Seung-Ah Lee, Jae Won Jang, Sang-Won Park, Yu-Seop Kim, Na-Young Yeo, Chulho Kim, Yoon Kim, Hyun-Soo Choi, Seongheon Kim
Indirect Volume Estimation for Acute Ischemic Stroke from Diffusion Weighted Image Using Slice Image Segmentation. Journal of personalized medicine 12 (4) (2022)