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Ye, Jong Chul (예종철)
교수, (김재철AI대학원)

http://bispl.weebly.com

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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Video Diffusion Posterior Sampling for Seeing Beyond Dynamic Scattering Layers

    Kwon, Taesung; Song, Gookho; Kim, Yoosun; et al, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.47, no.12, pp.11152 - 11167, 2025-12

    2
    Text optimization with latent inversion for non-rigid image editing

    Jung, Yunji; Lee, Seokju; Djanibekov, Tair; et al, PATTERN RECOGNITION LETTERS, v.196, pp.281 - 288, 2025-10

    3
    End-to-end breast cancer radiotherapy planning via LMMs with consistency embedding

    Kim, Kwanyoung; Oh, Yujin; Park, Sangjoon; et al, MEDICAL IMAGE ANALYSIS, v.105, 2025-10

    4
    Guest Editorial Special Issue on Advancements in Foundation Models for Medical Imaging

    Liu, Tianming; Shen, Dinggang; Ye, Jong Chul; et al, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.44, no.10, pp.3894 - 3897, 2025-10

    5
    Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction

    Barbano, Riccardo; Denker, Alexander; Chung, Hyungjin; et al, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.44, no.5, pp.2093 - 2104, 2025-05

    6
    Improving functional correlation of quantification of interstitial lung disease by reducing the vendor difference of CT using generative adversarial network (GAN) style conversion

    Choe, Jooae; Hwang, Hye Jeon; Kim, Min Seon; et al, EUROPEAN JOURNAL OF RADIOLOGY, v.183, 2025-02

    7
    AI-Based Generative Model for Computer-Based X-Ray Inspection Training System

    Kim, Junyoung; Kwon, Gihyun; Ryu, Dohoon; et al, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, v.74, 2025

    8
    Fundus Image Enhancement Through Direct Diffusion Bridges

    Kim, Sehui; Chung, Hyungjin; Park, Se Hie; et al, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.28, no.12, pp.7275 - 7286, 2024-12

    9
    Magnitude and angle dynamics in training single ReLU neurons

    Lee, Sangmin; Sim, Byeongsu; Ye, Jong Chul, NEURAL NETWORKS, v.178, 2024-10

    10
    LLM-driven multimodal target volume contouring in radiation oncology

    Oh, Yujin; Park, Sangjoon; Byun, Hwa Kyung; et al, NATURE COMMUNICATIONS, v.15, no.1, 2024-10

    11
    MS-DINO: Masked Self-Supervised Distributed Learning Using Vision Transformer

    Park, Sangjoon; Lee, Ik Jae; Kim, Jun Won; et al, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.28, no.10, pp.6180 - 6192, 2024-10

    12
    Coronary plaque phenotype associated with positive remodeling

    Kinoshita, Daisuke; Suzuki, Keishi; Yuki, Haruhito; et al, JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY, v.18, no.4, pp.401 - 407, 2024-07

    13
    End-to-End Semi-Supervised Opportunistic Osteoporosis Screening Using Computed Tomography

    Oh, Jieun; Kim, Boah; Oh, Gyutaek; et al, ENDOCRINOLOGY AND METABOLISM, v.39, no.3, pp.500 - 510, 2024-06

    14
    Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements

    Oh, Gyutaek; Moon, Yeonsil; Moon, Won-Jin; et al, NEUROIMAGE, v.291, 2024-05

    15
    Improving Medical Speech-to-Text Accuracy using Vision-Language Pre-training Models

    Huh, Jaeyoung; Park, Sangjoon; Lee, Jeong Eun; et al, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.28, no.3, pp.1692 - 1703, 2024-03

    16
    REVIEW OF DIFFUSION MODELS: THEORY AND APPLICATIONS

    Chung, Hyungjin; Nam, Hyelin; Ye, Jong Chul, Journal of the Korean Society for Industrial and Applied Mathematics, v.28, no.1, pp.1 - 21, 2024-03

    17
    Bidirectional generation of structure and properties through a single molecular foundation model

    Jang, Jinho; Ye, Jong Chul, NATURE COMMUNICATIONS, v.15, no.1, 2024-03

    18
    C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation

    Kim, Boah; Oh, Yujin; Wood, Bradford J.; et al, MEDICAL IMAGE ANALYSIS, v.91, 2024-01

    19
    Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology

    Park, Sangjoon; Lee, Eun Sun; Shin, Kyung Sook; et al, MEDICAL IMAGE ANALYSIS, v.91, 2024-01

    20
    사전 정보 복원 모델을 이용한 안저 사진의 품질 개선

    Park, Sehie; Chung, Hyungjin; Ye, Jong Chul; et al, Journal of Korean Ophthalmological Society, v.65, no.1, pp.44 - 52, 2024-01
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