Junmo Kwon

According to our database, Junmo Kwon authored at least 9 papers between 2020 and 2025.

Collaborative distances:

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

2025

Weakly-supervised segmentation using sparse single point annotations for lumen and wall of carotid arteries in 3D MRI.

Jonghun Kim, Inye Na, Junmo Kwon, Woo-Keun Seo, Hyunjin Park

Comput. Methods Programs Biomed., 2025

Blood Pressure Assisted Cerebral Microbleed Segmentation via Meta-matching.

Junmo Kwon, Jonghun Kim, Taehyeon Kim, Sang Won Seo, Hwan-ho Cho, Hyunjin Park

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Leveraging segmentation-guided spatial feature embedding for overall survival prediction in glioblastoma with multimodal magnetic resonance imaging.

Junmo Kwon, Jonghun Kim, Hyunjin Park

Comput. Methods Programs Biomed., 2024

Anatomically-Guided Segmentation of Cerebral Microbleeds in T1-Weighted and T2*-Weighted MRI.

Junmo Kwon, Sang Won Seo, Hyunjin Park

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Enhancing Cerebral Microbleed Segmentation with Pretrained UNETR++.

Junmo Kwon, Sang Won Seo, Hyunjin Park

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Joint Learning of Segmentation and Overall Survival for Brain Tumor based on U-Net.

Junmo Kwon, Hyunjin Park

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Region-of-interest Attentive Heteromodal Variational Encoder-Decoder for Segmentation with Missing Modalities.

Seung-wan Jeong, Hwan-ho Cho, Junmo Kwon, Hyunjin Park

Proceedings of the Computer Vision - ACCV 2022, 2022

2020

Deep Network-Based Feature Selection for Imaging Genetics: Application to Identifying Biomarkers for Parkinson's Disease.

Mansu Kim, Ji Hye Won, Jisu Hong, Junmo Kwon, Hyunjin Park, Li Shen

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Artificial Neural Network Inspired by Neuroimaging Connectivity: Application in Autism Spectrum Disorder.

Kyoungseob Byeon, Junmo Kwon, Jisu Hong, Hyunjin Park

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020