Yonghyun Nam

According to our database, Yonghyun Nam authored at least 11 papers between 2013 and 2025.

Collaborative distances:

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

2025

MAESTRO: Masked Encoding Set Transformer with Self-Distillation.

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.

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

In-house data adaptation to public data: Multisite MRI harmonization to predict Alzheimer's disease conversion.

Sunghong Park, Sang Joon Son, Kanghee Park, Yonghyun Nam, Hyunjung Shin

Expert Syst. Appl., March, 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

2023

Discovering comorbid diseases using an inter-disease interactivity network based on biobank-scale PheWAS data.

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

Bioinform., January, 2023

2019

The translational network for metabolic disease - from protein interaction to disease co-occurrence.

Yonghyun Nam, Dong-Gi Lee, Sunjoo Bang, Ju Han Kim, Jae-Hoon Kim, Hyunjung Shin

BMC Bioinform., 2019

Drug repurposing with network reinforcement.

Yonghyun Nam, Myungjun Kim, Hang-Seok Chang, Hyunjung Shin

BMC Bioinform., 2019

Disease gene identification based on generic and disease-specific genome networks.

Yonghyun Nam, Jong Ho Jhee, Junhee Cho, Ji-Hyun Lee, Hyunjung Shin

Bioinform., 2019

2017

Cascade recurring deep networks for audible range prediction.

Yonghyun Nam, Oak-Sung Choo, Yu-Ri Lee, Yun-Hoon Choung, Hyunjung Shin

BMC Medical Informatics Decis. Mak., 2017

An inference method from multi-layered structure of biomedical data.

Myungjun Kim, Yonghyun Nam, Hyunjung Shin

BMC Medical Informatics Decis. Mak., 2017

2016

CLASH: Complementary Linkage with Anchoring and Scoring for Heterogeneous biomolecular and clinical data.

Yonghyun Nam, Myungjun Kim, Kyungwon Lee, Hyunjung Shin

BMC Medical Informatics Decis. Mak., 2016

2013

A Hybrid Cancer Prognosis System Based on Semi-Supervised Learning and Decision Trees.

Yonghyun Nam, Hyunjung Shin

Proceedings of the Neural Information Processing - 20th International Conference, 2013