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)

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 (BigComp, 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)

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 (BHI, 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)

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)

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)