Publications by authors named "Jongjun Won"

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Automated evaluation of pulmonary lesion changes on chest radiograph during follow-up using semantic segmentation.
Youngjae Kim, Yura Ahn, Sang Min Lee, Han Na Noh, Jongjun Won, Chaewon Kim

Diagn Interv Radiol· January 2026

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A 3D self-configuring hybrid transformer with multi-task learning for 3D automated breast ultrasound segmentation.
Hyunsu Jeong, Chiho Yoon, Hyunseok Lim, Jongjun Won, Kiduk Kim

Comput Biol Med· November 2025

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Enhancing 3D dopamine transporter imaging as a biomarker for Parkinson's disease via self-supervised learning with diffusion models.
Jongjun Won, Grace Yoojin Lee, Sungyang Jo, Jihyun Lee, Sangjin Lee, Kyum-Yil Kwon

Cell Rep Med· July 2025

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Baseline [F]FP-CIT PET-based deep learning prediction of levodopa-induced dyskinesia in Parkinson's disease.
Grace Yoojin Lee, Jongjun Won, Sunwoo Kim, Sungyang Jo, Jihyun Lee

NPJ Parkinsons Dis· May 2025

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Generative Adversarial Network With Robust Discriminator Through Multi-Task Learning for Low-Dose CT Denoising.
Sunggu Kyung, Jongjun Won, Seongyong Pak, Sunwoo Kim, Sangyoon Lee

IEEE Trans Med Imaging· January 2025

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Robust Ensemble of Two Different Multimodal Approaches to Segment 3D Ischemic Stroke Segmentation Using Brain Tumor Representation Among Multiple Center Datasets.
Hyunsu Jeong, Hyunseok Lim, Chiho Yoon, Jongjun Won, Grace Yoojin Lee

J Imaging Inform Med· October 2024

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