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

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

    2
    MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion

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

    3
    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

    4
    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

    5
    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

    6
    Generative Models for Inverse Imaging Problems: From mathematical foundations to physics-driven applications

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

    7
    Task-Agnostic Vision Transformer for Distributed Learning of Image Processing

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

    8
    DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval

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

    9
    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

    10
    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

    11
    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

    12
    Optical coherence tomography in coronary atherosclerosis assessment and intervention

    Araki, Makoto; Seung-Jung Park,; Dauerman, Harold L.; et al, NATURE REVIEWS CARDIOLOGY, v.19, no.10, pp.684 - 703, 2022-10

    13
    Score-based diffusion models for accelerated MRI

    Chung, Hyungjin; Ye, Jong Chulresearcher, MEDICAL IMAGE ANALYSIS, v.80, 2022-08

    14
    Unsupervised resolution-agnostic quantitative susceptibility mapping using adaptive instance normalization

    Oh, Gyutaek; Bae, Hyokyoung; Ahn, Hyun-Seo; et al, MEDICAL IMAGE ANALYSIS, v.79, 2022-07

    15
    Self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation

    Park, Sangjoon; Kim, Gwanghyun; Oh, Yujin; et al, NATURE COMMUNICATIONS, v.13, no.1, 2022-07

    16
    Deep learning enables reference-free isotropic super-resolution for volumetric fluorescence microscopy

    Park, Hyoungjun; Na, Myeongsu; Kim, Bumju; et al, NATURE COMMUNICATIONS, v.13, no.1, 2022-06

    17
    Low-Dose Sparse-View HAADF-STEM-EDX Tomography of Nanocrystals Using Unsupervised Deep Learning

    Cha, Eunju; Chung, Hyungjin; Jang, Jaeduck; et al, ACS NANO, v.16, no.7, pp.10314 - 10326, 2022-06

    18
    Deep Learning in Biological Image and Signal Processing

    Meijering, Erik; Calhoun, Vince D.; Menegaz, Gloria; et al, IEEE SIGNAL PROCESSING MAGAZINE, v.39, no.2, pp.24 - 26, 2022-03

    19
    Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective

    Akcakaya, Mehmet; Yaman, Burhaneddin; Chung, Hyungjin; et al, IEEE SIGNAL PROCESSING MAGAZINE, v.39, no.2, pp.28 - 44, 2022-03

    20
    Switchable and Tunable Deep Beamformer Using Adaptive Instance Normalization for Medical Ultrasound

    Khan, Shujaat; Huh, Jaeyoung; Ye, Jong Chulresearcher, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.41, no.2, pp.266 - 278, 2022-02
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