@article{ART003353285},
author={Guijung Kim},
title={A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2026},
volume={12},
number={3},
pages={9}
TY - JOUR
AU - Guijung Kim
TI - A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation
JO - Journal of Internet of Things and Convergence
PY - 2026
VL - 12
IS - 3
PB - The Korea Internet of Things Society
SP - 9
EP -
SN - 2466-0078
AB - This study presents a framework that organizes patient state analysis results for clinical decision-making. In healthcare environments, various physiological signals and clinical data are continuously collected, yet their use in decision processes remains limited. To address this, the study structures a flow that connects analysis results to interpretation and decision support. Patient states are analyzed based on relationships among multiple indicators and their temporal variations, and similar patterns are grouped to represent state characteristics. The results are then expressed in a clinically understandable form through a semantic interpretation step. In addition, temporal transitions are considered to support a flow-based understanding of patient states. The proposed structure aims to provide information that can support clinical judgment, allowing both current conditions and their progression to be considered. Experimental observations show that state differences and transitions can be identified, suggesting that the results can be organized for practical use.
KW - Patient State Analysis;Clinical decision support;Semantic interpretation;State transition analysis;Healthcare data
DO -
UR -
ER -
Guijung Kim. (2026). A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation. Journal of Internet of Things and Convergence, 12(3), 9.
Guijung Kim. 2026, "A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation", Journal of Internet of Things and Convergence, vol.12, no.3 9.
Guijung Kim "A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation" Journal of Internet of Things and Convergence 12.3 9 (2026) : 9.
Guijung Kim. A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation. 2026; 12(3), 9.
Guijung Kim. "A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation" Journal of Internet of Things and Convergence 12, no.3 (2026) : 9.
Guijung Kim. A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation. Journal of Internet of Things and Convergence, 12(3), 9.
Guijung Kim. A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation. Journal of Internet of Things and Convergence. 2026; 12(3) 9.
Guijung Kim. A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation. 2026; 12(3), 9.
Guijung Kim. "A Clinical Decision Support Framework Integrating Patient State Analysis and Semantic Interpretation" Journal of Internet of Things and Convergence 12, no.3 (2026) : 9.
