Changhyung Hong

12 papers C 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Explainable multiplex graph propagational network with multimodal neuroimage integration for dementia subtype diagnosis.
Neural Networks
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Dokyoon Kim, Yonghyun Nam, Bumhee Park, Narae Kim, Seulgi Lee, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Hyun Goo Woo, Hyunjung Shin
2025 J jnl
NeuroFANN: identification of neuropathological subtypes in dementia with plasma proteins by using functionally annotated neural network.
Briefings Bioinform.
Sunghong Park, Doyoon Kim, Ji-Hye Choi, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Hyunjung Shin, Hyun Goo Woo
2024 J jnl
Identification of molecular subtypes of dementia by using blood-proteins interaction-aware graph propagational network.
Briefings Bioinform.
Sunghong Park, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Doyoon Kim, Hyunjung Shin, Hyun Goo Woo
2024 — conf
NetPRS: SNP Interaction Aware Network-Based Polygenic Risk Score for Alzheimer's Disease.
BHI
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Doyoon Kim, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Kanghee Park, Dokyoon Kim, Hyunjung Shin, Hyun Goo Woo
2024 J jnl
Plasma protein-based identification of neuroimage-driven subtypes in mild cognitive impairment via protein-protein interaction aware explainable graph propagational network.
Comput. Biol. Medicine
Sunghong Park, Doyoon Kim, Heirim Lee, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Dokyoon Kim, Yonghyun Nam, Dong-Gi Lee, Hyunjung Shin, Hyun Goo Woo
2023 J jnl
Prospective classification of Alzheimer's disease conversion from mild cognitive impairment.
Neural Networks
Sunghong Park, Changhyung Hong, Dong-Gi Lee, Kanghee Park, Hyunjung Shin
2022 — conf
Brain Volume Prediction from SNP network with Semi-Supervised Regression.
BigComp
Dong-Gi Lee, Hyunwoong Roh, Myungjun Kim, Na-Rae Kim, Sang Joon Son, Changhyung Hong, Hyunjung Shin
2022 J jnl
Modeling Brain Volume Using Deep Learning-Based Physical Activity Features in Patients With Dementia.
Frontiers Neuroinformatics
Bumhee Park, Byung Jin Choi, Heirim Lee, Jong-Hwan Jang, Hyunwoong Roh, Eun Young Kim, Changhyung Hong, Sang Joon Son, Dukyong Yoon
2020 J jnl
Dementia key gene identification with multi-layered SNP-gene-disease network.
Bioinform.
Dong-Gi Lee, Myungjun Kim, Sang Joon Son, Changhyung Hong, Hyunjung Shin
2017 C conf
Data-driven dementia diagnosis record visualization system.
VINCI
Wenjun Guo, Seungwook Kim, Sangjun Son, Changhyung Hong, Hyunjung Shin, Kyungwon Lee
2017 J jnl
Quad-phased data mining modeling for dementia diagnosis.
BMC Medical Informatics Decis. Mak.
Sunjoo Bang, Sangjoon Son, Hyunwoong Roh, Jihye Lee, Sungyun Bae, Kyungwon Lee, Changhyung Hong, Hyunjung Shin
2017 C conf
Visual analytics for biomedical cluster subdivision: a design study with psychiatrists.
CGI
Jihye Lee, Hyoji Ha, Hyunwoo Han, Sungyun Bae, Sangjoon Son, Changhyung Hong, Hyunjung Shin, Kyungwon Lee