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Ye, Jong Chul (예종철)
교수, (김재철AI대학원)
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    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

    2
    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

    3
    One-Shot Adaptation of GAN in Just One CLIP

    Kwon, Gihyun; Ye, Jong Chul, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.10, pp.12179 - 12191, 2023-10

    4
    Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment

    Oh, Yujin; Bae, Go Eun; Kim, Kyung-Hee; et al, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.27, no.8, pp.4143 - 4153, 2023-08

    5
    Generative Adversarial Network-Based Image Conversion Among Different Computed Tomography Protocols and Vendors: Effects on Accuracy and Variability in Quantifying Regional Disease Patterns of Interstitial Lung Disease

    Hwang, Hye Jeon; Kim, Hyunjong; Seo, Joon Beom; et al, KOREAN JOURNAL OF RADIOLOGY, v.24, no.8, pp.807 - 820, 2023-08

    6
    Multi-Task Distributed Learning Using Vision Transformer With Random Patch Permutation

    Park, Sangjoon; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.42, no.7, pp.2091 - 2105, 2023-07

    7
    The Foundations of Computational Imaging: A signal processing perspective

    Karl, W. Clem; Fowler, James E.; Bouman, Charles A.; et al, IEEE SIGNAL PROCESSING MAGAZINE, v.40, no.5, pp.40 - 53, 2023-07

    8
    Deep Learning-Enabled Detection of Pneumoperitoneum in Supine and Erect Abdominal Radiography: Modeling Using Transfer Learning and Semi-Supervised Learning

    Park, Sangjoon; Ye, Jong Chul; Lee, Eun Sun; et al, KOREAN JOURNAL OF RADIOLOGY, v.24, no.6, pp.541 - 552, 2023-06

    9
    MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion

    Chung, Hyungjin; Lee, Eun Sun; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.42, no.4, pp.922 - 934, 2023-04

    10
    Wavelet subband discriminator for efficient unsupervised chest X-ray image restoration

    Song, Joonyoung; Ye, Jong Chul, MEDICAL PHYSICS, v.50, no.4, pp.2263 - 2278, 2023-04

    11
    Physics-Driven Machine Learning for Computational Imaging: Part 2

    Wen, Bihan; Ravishankar, Saiprasad; Zhao, Zhizhen; et al, IEEE SIGNAL PROCESSING MAGAZINE, v.40, no.2, pp.13 - 15, 2023-03

    12
    Physics-Driven Machine Learning for Computational Imaging

    Wen, Bihan; Ravishankar, Saiprasad; Zhao, Zhizhen; et al, IEEE SIGNAL PROCESSING MAGAZINE, v.40, no.1, pp.28 - 30, 2023-01

    13
    Diagnosis of coronary layered plaque by deep learning

    Araki, Makoto; Park, Sangjoon; Nakajima, Akihiro; et al, SCIENTIFIC REPORTS, v.13, no.1, 2023-01

    14
    Generative Models for Inverse Imaging Problems: From mathematical foundations to physics-driven applications

    Zhao, Zhizhen; Ye, Jong Chul; Bresler, Yoram, IEEE SIGNAL PROCESSING MAGAZINE, v.40, no.1, pp.148 - 163, 2023-01

    15
    Deep learning based on parameterized physical forward model for adaptive holographic imaging with unpaired data

    Lee, Chanseok; Song, Gookho; Kim, Hyeonggeon; et al, NATURE MACHINE INTELLIGENCE, v.5, no.1, pp.35 - 45, 2023-01

    16
    Task-Agnostic Vision Transformer for Distributed Learning of Image Processing

    Kim, Boah; Kim, Jeongsol; Ye, Jong Chul, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.32, pp.203 - 218, 2023

    17
    DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval

    Cha, Eunju; Lee, Chanseok; Jang, Mooseok; et al, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.12, pp.9931 - 9943, 2022-12

    18
    Medical ultrasound image speckle reduction and resolution enhancement using texture compensated multi-resolution convolution neural network

    Moinuddin, Muhammad; Khan, Shujaat; Alsaggaf, Abdulrahman U.; et al, FRONTIERS IN PHYSIOLOGY, v.13, 2022-11

    19
    Multi-domain CT translation by a routable translation network

    Kim, Hyunjong; Oh, Gyutaek; Seo, Joon Beom; et al, PHYSICS IN MEDICINE AND BIOLOGY, v.67, no.21, 2022-11

    20
    Enhanced Diagnosis of Plaque Erosion by Deep Learning in Patients With Acute Coronary Syndromes

    Park, Sangjoon; Araki, Makoto; Nakajima, Akihiro; et al, JACC-CARDIOVASCULAR INTERVENTIONS, v.15, no.20, pp.2020 - 2031, 2022-10

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