@article{ART003204581},
author={Dong-Hyeon Kim and Dae-Ho Kim and Se-Young Kim and Ok-Ran Jeong},
title={Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2025},
volume={30},
number={5},
pages={21-30}
TY - JOUR
AU - Dong-Hyeon Kim
AU - Dae-Ho Kim
AU - Se-Young Kim
AU - Ok-Ran Jeong
TI - Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients
JO - Journal of The Korea Society of Computer and Information
PY - 2025
VL - 30
IS - 5
PB - The Korean Society Of Computer And Information
SP - 21
EP - 30
SN - 1598-849X
AB - In this paper, we propose an efficient dynamic workload balancing strategy which improves the performance of high-performance computing system. The key idea of this dynamic workload balancing strategy is to minimize execution time of each job and to maximize the system throughput by effectively using system resource such as CPU, memory. Also, this strategy dynamically allocates job by considering demanded memory size of executing job and workload status of each node. If an nodes, to another free nodes and reduces the waiting time and execution time of job by balancing workload of each node. Through simulation, we show that the proposed dynamic workload balancing strategy based on CPU, memory improves the performance of high-performance computing system compared to previous strategies.
KW - Nurse Surveillance;EMR;Automatic ICD Coding;Ensemble;Abdominal Surgery
DO -
UR -
ER -
Dong-Hyeon Kim, Dae-Ho Kim, Se-Young Kim and Ok-Ran Jeong. (2025). Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients. Journal of The Korea Society of Computer and Information, 30(5), 21-30.
Dong-Hyeon Kim, Dae-Ho Kim, Se-Young Kim and Ok-Ran Jeong. 2025, "Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients", Journal of The Korea Society of Computer and Information, vol.30, no.5 pp.21-30.
Dong-Hyeon Kim, Dae-Ho Kim, Se-Young Kim, Ok-Ran Jeong "Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients" Journal of The Korea Society of Computer and Information 30.5 pp.21-30 (2025) : 21.
Dong-Hyeon Kim, Dae-Ho Kim, Se-Young Kim, Ok-Ran Jeong. Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients. 2025; 30(5), 21-30.
Dong-Hyeon Kim, Dae-Ho Kim, Se-Young Kim and Ok-Ran Jeong. "Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients" Journal of The Korea Society of Computer and Information 30, no.5 (2025) : 21-30.
Dong-Hyeon Kim; Dae-Ho Kim; Se-Young Kim; Ok-Ran Jeong. Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients. Journal of The Korea Society of Computer and Information, 30(5), 21-30.
Dong-Hyeon Kim; Dae-Ho Kim; Se-Young Kim; Ok-Ran Jeong. Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients. Journal of The Korea Society of Computer and Information. 2025; 30(5) 21-30.
Dong-Hyeon Kim, Dae-Ho Kim, Se-Young Kim, Ok-Ran Jeong. Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients. 2025; 30(5), 21-30.
Dong-Hyeon Kim, Dae-Ho Kim, Se-Young Kim and Ok-Ran Jeong. "Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients" Journal of The Korea Society of Computer and Information 30, no.5 (2025) : 21-30.
