Publications by authors named "JaeHun Choi"

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ADT²R: Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis.
Eunjin Jeon, Jae-Hun Choi, Heung-Il Suk

IEEE Trans Neural Netw Learn Syst· May 2025

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Deep reinforcement learning extracts the optimal sepsis treatment policy from treatment records.
Yunho Choi, Songmi Oh, Jin Won Huh, Ho-Taek Joo, Hosu Lee, Jae-Hun Choi

Commun Med (Lond)· November 2024

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Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data.
Yurim Lee, Eunji Jun, Jaehun Choi, Heung-Il Suk

IEEE J Biomed Health Inform· August 2022

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The spatiotemporal dynamics and structural covariates of homicide in the Republic of Korea, 2008-2017: A dynamic spatial panel data approach.
Yunho Yeom, Jaehun Choi

Geospat Health· May 2022

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Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction.
Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk

IEEE Trans Neural Netw Learn Syst· September 2021

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Modeling regional dynamics in low-frequency fluctuation and its application to Autism spectrum disorder diagnosis.
Eunji Jun, Eunsong Kang, Jaehun Choi, Heung-Il Suk

Neuroimage· January 2019

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Evaluation of general toxicity and genotoxicity of the silkworm extract powder.
Hyun-Suk Heo, Jae-Hun Choi, Jung-Ja Oh, Woo-Joo Lee, Seong-Sook Kim, Yang-Kyu Choi

Toxicol Res· December 2013

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Design of a context-aware model to enhance medication adherence.
Myungeun Lim, Jae-Hun Choi, Sun-Lee Bang, Dae-Hee Kim, Soo-Jun Park

Annu Int Conf IEEE Eng Med Biol Soc· March 2010

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Changes in lipid distribution during aging and its modulation by calorie restriction.
Ji Young Kim, Dae Hyun Kim, Jaehun Choi, Jin-Kyu Park, Kyu-Shik Jeong

Age (Dordr)· June 2009

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Distance correction system for localization based on linear regression and smoothing in ambient intelligence display.
Dae-Hee Kim, Jae-Hun Choi, Myung-Eun Lim, Soo-Jun Park

Annu Int Conf IEEE Eng Med Biol Soc· May 2009

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Proactive medication assistances based on spatiotemporal context awareness of aged persons.
Jae-Hun Choi, Myung-Eun Lim, Dae-Hee Kim, Soo-Jun Park

Annu Int Conf IEEE Eng Med Biol Soc· May 2009

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A semantic inheritance/inverse-inheritance mechanism for systematic bio-ontology construction.
Ki-Heon Kim, Jae-Dong Yang, Jae-Hun Choi, Kyung-Ah Yang, Young-Guk Ha

Annu Int Conf IEEE Eng Med Biol Soc· March 2008

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A Hub-protein based visualization of large protein-protein interaction networks.
SunLee Bang, JaeHun Choi, JongMin Park, Soo-Jun Park

Annu Int Conf IEEE Eng Med Biol Soc· March 2008

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A rule-based detection of functional modules in protein-protein interaction networks.
Jongmin Park, Jaehun Choi, Jaedong Yang, Soo-Jun Park

Conf Proc IEEE Eng Med Biol Soc· February 2008

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