Yonghyun Nam

13 papers A* 1Journal 11Unranked 1
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 A* conf
MAESTRO: Masked Encoding Set Transformer with Self-Distillation.
ICLR
Matthew Eric Lee, Jaesik Kim, Matei Ionita, Jonghyun Lee, Michelle L. McKeague, Yonghyun Nam, Irene Khavin, Yidi Huang, Victoria Fang, Sokratis Apostolidis, Divij Mathew, Shwetank, Ajinkya Pattekar, Zahabia Rangwala, Amit Bar-Or, Benjamin A. Fensterheim, Benjamin A. Abramoff, Rennie L. Rhee, Damian Maseda, Allison R. Greenplate, et al.
2024 J jnl
In-house data adaptation to public data: Multisite MRI harmonization to predict Alzheimer's disease conversion.
Expert Syst. Appl.
Sunghong Park, Sang Joon Son, Kanghee Park, Yonghyun Nam, Hyunjung Shin
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
2024 J jnl
Uncovering genetic associations in the human diseasome using an endophenotype-augmented disease network.
Bioinform.
Jakob Woerner, Vivek Sriram, Yonghyun Nam, Anurag Verma, Dokyoon Kim
2023 J jnl
Discovering comorbid diseases using an inter-disease interactivity network based on biobank-scale PheWAS data.
Bioinform.
Yonghyun Nam, Sang-Hyuk Jung, Jae-Seung Yun, Vivek Sriram, Pankhuri Singhal, Marta Byrska-Bishop, Anurag Verma, Hyunjung Shin, Woong-Yang Park, Hong-Hee Won, Dokyoon Kim
2019 J jnl
Disease gene identification based on generic and disease-specific genome networks.
Bioinform.
Yonghyun Nam, Jong Ho Jhee, Junhee Cho, Ji-Hyun Lee, Hyunjung Shin
2019 J jnl
Drug repurposing with network reinforcement.
BMC Bioinform.
Yonghyun Nam, Myungjun Kim, Hang-Seok Chang, Hyunjung Shin
2019 J jnl
The translational network for metabolic disease - from protein interaction to disease co-occurrence.
BMC Bioinform.
Yonghyun Nam, Dong-Gi Lee, Sunjoo Bang, Ju Han Kim, Jae-Hoon Kim, Hyunjung Shin
2017 J jnl
An inference method from multi-layered structure of biomedical data.
BMC Medical Informatics Decis. Mak.
Myungjun Kim, Yonghyun Nam, Hyunjung Shin
2017 J jnl
Cascade recurring deep networks for audible range prediction.
BMC Medical Informatics Decis. Mak.
Yonghyun Nam, Oak-Sung Choo, Yu-Ri Lee, Yun-Hoon Choung, Hyunjung Shin
2016 J jnl
CLASH: Complementary Linkage with Anchoring and Scoring for Heterogeneous biomolecular and clinical data.
BMC Medical Informatics Decis. Mak.
Yonghyun Nam, Myungjun Kim, Kyungwon Lee, Hyunjung Shin
2013 — conf
A Hybrid Cancer Prognosis System Based on Semi-Supervised Learning and Decision Trees.
ICONIP (2)
Yonghyun Nam, Hyunjung Shin