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J

Jong Chul Ye

korea advanced institute of science & technology (kaist)

65H-index
654Paper Count
1.7WCitation Count
Published Papers 122
Publication Date
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Guest Editorial for Part 2 of the Special Issue on the Mathematics of Deep Learning [From the Guest Editors]
errIEEE Signal Processing Magazine
IF9.6
err2026-06-12
err0
PREAI
errLaura Balzano; Joan Bruna Estrach; Gitta Kutyniok; Robert Nowak; Jong Chul Ye
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Image quality improvement of liver ultrasound using unsupervised deep learning
errPLoS One
IF2.6
err2026-04-28
err0
PREAI
errHuh, Jaeyoung; Choi, Joo Hyeok; Lee, Eun Sun; Ye, Jong Chul; Lee, Jeong Eun; Park, Hyun Jeong; Choi, Byung Ihn
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Read like a radiologist: Efficient vision-language model for 3D medical imaging interpretation
errMedical Image Analysis
IF11.8
err2026-04-08
err0
PREAI
errChangsun Lee; Sangjoon Park; Cheong Il Shin; Woo Hee Choi; Hyun Jeong Park; Jeong Eun Lee; Jong Chul Ye
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Guest Editorial Special Issue on Advancements in Foundation Models for Medical Imaging
errIEEE Transactions on Medical Imaging
IF9.8
err2025-10-27
err0
PREAI
errTianming Liu; Dinggang Shen; Jong Chul Ye; Marleen de Bruijne; Wei Liu
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Video Diffusion Posterior Sampling for Seeing Beyond Dynamic Scattering Layers
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-08-13
err0
PREAI
errTaesung Kwon; Gookho Song; Yoosun Kim; Jeongsol Kim; Jong Chul Ye; Mooseok Jang
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Text optimization with latent inversion for non-rigid image editing
errPattern Recognition Letters
IF3.3
err2025-06-28
err0
PREAI
errYunji Jung; Seokju Lee; Tair Djanibekov; Jong Chul Ye; Hyunjung Shim
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End-to-end breast cancer radiotherapy planning via LMMs with consistency embedding
errMedical Image Analysis
IF11.8
err2025-06-06
err0
errOAAI
errKwanyoung Kim; Yujin Oh; Sangjoon Park; Hwa Kyung Byun; Joongyo Lee; Jin Sung Kim; Yong Bae Kim; Jong Chul Ye
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Improving functional correlation of quantification of interstitial lung disease by reducing the vendor difference of CT using generative adversarial network (GAN) style conversion
errEUROPEAN JOURNAL OF RADIOLOGY
IF3.3
err2025-02-01
err0
PREAI
errChoe, Jooae; Hwang, Hye Jeon; Kim, Min Seon; Ye, Jong Chul; Oh, Gyutaek; Lee, Sang Min; Yun, Jihye; Lee, Ho Yun; Sun, Joo Sung; You, Seulgi; Yi, Jaeyoun; Seo, Joon Beom
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Fundus Image Enhancement Through Direct Diffusion Bridges
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-12-01
err0
errOAAI
errKim, Sehui; Chung, Hyungjin; Park, Se Hie; Chung, Eui-Sang; Yi, Kayoung; Ye, Jong Chul
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LLM-driven multimodal target volume contouring in radiation oncology
errNATURE COMMUNICATIONS
IF15.7
err2024-10-24
err0
errOAAI
errOh, Yujin; Park, Sangjoon; Byun, Hwa Kyung; Cho, Yeona; Lee, Ik Jae; Kim, Jin Sung; Ye, Jong Chul
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Magnitude and angle dynamics in training single ReLU neurons
errNEURAL NETWORKS
IF6.3
err2024-10-01
err2
errOAAI
errLee, Sangmin; Sim, Byeongsu; Ye, Jong Chul
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MS-DINO: Masked Self-Supervised Distributed Learning Using Vision Transformer
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-10-01
err0
PREAI
errPark, Sangjoon; Lee, Ik Jae; Kim, Jun Won; Ye, Jong Chul
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Coronary plaque phenotype associated with positive remodeling
errJOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY
IF5.8
err2024-07-01
err0
PREAI
errKinoshita, Daisuke; Suzuki, Keishi; Yuki, Haruhito; Niida, Takayuki; Fujimoto, Daichi; Minami, Yoshiyasu; Dey, Damini; Lee, Hang; Mcnulty, Iris; Ako, Junya; Ferencik, Maros; Kakuta, Tsunekazu; Ye, Jong Chul; Jang, Ik-Kyung
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End-to-End Semi-Supervised Opportunistic Osteoporosis Screening Using Computed Tomography
errENDOCRINOLOGY AND METABOLISM
IF4.2
err2024-06-30
err1
errOAAI
errOh, Jieun; Kim, Boah; Oh, Gyutaek; Hwangbo, Yul; Ye, Jong Chul
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Bidirectional generation of structure and properties through a single molecular foundation model
errNATURE COMMUNICATIONS
IF15.7
err2024-03-14
err4
errOAAI
errChang, Jinho; Ye, Jong Chul
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Improving Medical Speech-to-Text Accuracy using Vision-Language Pre-training Models
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-03-01
err0
PREAI
errHuh, Jaeyoung; Park, Sangjoon; Lee, Jeong Eun; Ye, Jong Chul
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Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-01-01
err1
PREAI
errPark, Sangjoon; Lee, Eun Sun; Shin, Kyung Sook; Lee, Jeong Eun; Ye, Jong Chul
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C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-01-01
err2
errOAAI
errKim, Boah; Oh, Yujin; Wood, Bradford J.; Summers, Ronald M.; Ye, Jong Chul
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A novel deep learning model for a computed tomography diagnosis of coronary plaque erosion
errSCIENTIFIC REPORTS
IF3.9
err2023-12-27
err4
errOAAI
errPark, Sangjoon; Yuki, Haruhito; Niida, Takayuki; Suzuki, Keishi; Kinoshita, Daisuke; McNulty, Iris; Broersen, Alexander; Dijkstra, Jouke; Lee, Hang; Kakuta, Tsunekazu; Ye, Jong Chul; Jang, Ik-Kyung
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Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-08-01
err1
errOAAI
errOh, Yujin; Bae, Go Eun; Kim, Kyung-Hee; Yeo, Min-Kyung; Ye, Jong Chul
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Valentı́n Fuster
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V
Vince D. Calhoun
H-index: 153 · Papers: 2.5K
B
Bradford J. Wood
H-index: 101 · Papers: 1.3K
H
Hang Lee
H-index: 101 · Papers: 657
M
Michaël Unser
H-index: 100 · Papers: 1.0K
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