Publications by authors named "JaeSeong Hong"

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Classification models for arthropathy grades of multiple joints based on hierarchical continual learning.
Bong Kyung Jang, Shiwon Kim, Jae Yong Yu, JaeSeong Hong, Hee Woo Cho, Hong Seon Lee

Radiol Med· June 2025

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Retinal fundus imaging as biomarker for ADHD using machine learning for screening and visual attention stratification.
Hangnyoung Choi, JaeSeong Hong, Hyun Goo Kang, Min-Hyeon Park, Sungji Ha

NPJ Digit Med· March 2025

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PPFL: A personalized progressive federated learning method for leveraging different healthcare institution-specific features.
Tae Hyun Kim, Jae Yong Yu, Won Seok Jang, Sun Cheol Heo, MinDong Sung, JaeSeong Hong

iScience· October 2024

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Screening of Moyamoya Disease From Retinal Photographs: Development and Validation of Deep Learning Algorithms.
JaeSeong Hong, Sangchul Yoon, Kyu Won Shim, Yu Rang Park

Stroke· March 2024

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Comprehensive Assessment and Early Prediction of Gross Motor Performance in Toddlers With Graph Convolutional Networks-Based Deep Learning: Development and Validation Study.
Sulim Chun, Sooyoung Jang, Jin Yong Kim, Chanyoung Ko, JooHyun Lee, JaeSeong Hong

JMIR Form Res· February 2024

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Development of Deep Ensembles to Screen for Autism and Symptom Severity Using Retinal Photographs.
Jae Han Kim, JaeSeong Hong, Hangnyoung Choi, Hyun Goo Kang, Sangchul Yoon

JAMA Netw Open· December 2023

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Three-dimensional label-free morphology of CD8 + T cells as a sepsis biomarker.
MinDong Sung, Jong Hyun Kim, Hyun-Seok Min, Sooyoung Jang, JaeSeong Hong

Light Sci Appl· November 2023

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Development and Validation of a Joint Attention-Based Deep Learning System for Detection and Symptom Severity Assessment of Autism Spectrum Disorder.
Chanyoung Ko, Jae-Hyun Lim, JaeSeong Hong, Soon-Beom Hong, Yu Rang Park

JAMA Netw Open· May 2023

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