Changhyung Hong

According to our database, Changhyung Hong authored at least 11 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

NeuroFANN: identification of neuropathological subtypes in dementia with plasma proteins by using functionally annotated neural network.

Sunghong Park, Doyoon Kim, Ji-Hye Choi, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Hyunjung Shin, Hyun Goo Woo

Briefings Bioinform., 2025

2024

Plasma protein-based identification of neuroimage-driven subtypes in mild cognitive impairment via protein-protein interaction aware explainable graph propagational network.

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

Comput. Biol. Medicine, 2024

Identification of molecular subtypes of dementia by using blood-proteins interaction-aware graph propagational network.

Sunghong Park, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Doyoon Kim, Hyunjung Shin, Hyun Goo Woo

Briefings Bioinform., 2024

NetPRS: SNP Interaction Aware Network-Based Polygenic Risk Score for Alzheimer's Disease.

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

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

2023

Prospective classification of Alzheimer's disease conversion from mild cognitive impairment.

Sunghong Park, Changhyung Hong, Dong-Gi Lee, Kanghee Park, Hyunjung Shin

Neural Networks, July, 2023

2022

Modeling Brain Volume Using Deep Learning-Based Physical Activity Features in Patients With Dementia.

Bumhee Park, Byung Jin Choi, Heirim Lee, Jong-Hwan Jang, Hyunwoong Roh, Eun Young Kim, Changhyung Hong, Sang Joon Son, Dukyong Yoon

Frontiers Neuroinformatics, 2022

Brain Volume Prediction from SNP network with Semi-Supervised Regression.

Dong-Gi Lee, Hyunwoong Roh, Myungjun Kim, Na-Rae Kim, Sang Joon Son, Changhyung Hong, Hyunjung Shin

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2020

Dementia key gene identification with multi-layered SNP-gene-disease network.

Dong-Gi Lee, Myungjun Kim, Sang Joon Son, Changhyung Hong, Hyunjung Shin

Bioinform., 2020

2017

Quad-phased data mining modeling for dementia diagnosis.

Sunjoo Bang, Sangjoon Son, Hyunwoong Roh, Jihye Lee, Sungyun Bae, Kyungwon Lee, Changhyung Hong, Hyunjung Shin

BMC Medical Informatics Decis. Mak., 2017

Data-driven dementia diagnosis record visualization system.

Wenjun Guo, Seungwook Kim, Sangjun Son, Changhyung Hong, Hyunjung Shin, Kyungwon Lee

Proceedings of the 10th International Symposium on Visual Information Communication and Interaction, 2017

Visual analytics for biomedical cluster subdivision: a design study with psychiatrists.

Jihye Lee, Hyoji Ha, Hyunwoo Han, Sungyun Bae, Sangjoon Son, Changhyung Hong, Hyunjung Shin, Kyungwon Lee

Proceedings of the Computer Graphics International Conference, 2017