Exploring Generative Adversarial Network-Based Augmentation of Magnetic Resonance Brain Tumor Images

被引：0
|
作者：
Mahnoor, Mahnoor [1 ]
Rainio, Oona [1 ]
Klén, Riku [1 ]
机构：
[1] Turku PET Centre, University of Turku, Turku University Hospital, FI, Turku,20014, Finland
来源：
Applied Sciences (Switzerland) | 2024年 / 14卷 / 24期
关键词：
D O I：
10.3390/app142411822
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] A Novel Generative Adversarial Network-Based Approach for Automated Brain Tumour Segmentation
    Sille, Roohi
    Choudhury, Tanupriya
    Sharma, Ashutosh
    Chauhan, Piyush
    Tomar, Ravi
    Sharma, Durgansh
    MEDICINA-LITHUANIA, 2023, 59 (01):
  • [22] Predicting Chern numbers in photonic crystals using generative adversarial network-based data augmentation
    Sun, Ao
    Wu, Haotian
    Guo, Jingxuan
    Zong, Cheng
    Huang, Zhong
    Chen, Jing
    OPTICS EXPRESS, 2025, 33 (02): : 3005 - 3012
  • [23] Generative Adversarial Network-Based Data Augmentation Method for Anti-coronavirus Peptides Prediction
    Xu, Jiliang
    Xu, Chungui
    Cao, Ruifen
    He, Yonghui
    Bin, Yannan
    Zheng, Chun-Hou
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, ICIC 2023, PT III, 2023, 14088 : 67 - 76
  • [24] A transformer-based generative adversarial network for brain tumor segmentation
    Huang, Liqun
    Zhu, Enjun
    Chen, Long
    Wang, Zhaoyang
    Chai, Senchun
    Zhang, Baihai
    FRONTIERS IN NEUROSCIENCE, 2022, 16
  • [25] Generation of synthetic generative adversarial network-based multispectral satellite images with improved sharpness
    Abady, Lydia
    Barni, Mauro
    Garzelli, Andrea
    Tondi, Benedetta
    JOURNAL OF APPLIED REMOTE SENSING, 2024, 18 (01)
  • [26] GENERATIVE ADVERSARIAL NETWORK-BASED JITTER DISTORTION CORRECTION FOR HIGH RESOLUTION SPACEBORNE IMAGES
    Wang, Hao
    Zhu, Ying
    Wang, Lei
    Ma, Lei
    Wu, Jinmeng
    Li, Ting
    IGARSS 2024-2024 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, IGARSS 2024, 2024, : 2532 - 2536
  • [27] Generative Adversarial Network-Based Edge-Preserving Superresolution Reconstruction of Infrared Images
    Zhao, Yuqing
    Fu, Guangyuan
    Wang, Hongqiao
    Zhang, Shaolei
    Yue, Min
    INTERNATIONAL JOURNAL OF DIGITAL MULTIMEDIA BROADCASTING, 2021, 2021
  • [28] Data Augmentation of Thyroid Ultrasound Images Using Generative Adversarial Network
    Liang, Junzhao
    Chen, Junying
    INTERNATIONAL ULTRASONICS SYMPOSIUM (IEEE IUS 2021), 2021,
  • [29] Generative Adversarial Network-based Postfilter for STFT Spectrograms
    Kaneko, Takuhiro
    Takaki, Shinji
    Kameoka, Hirokazu
    Yamagishi, Junichi
    18TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2017), VOLS 1-6: SITUATED INTERACTION, 2017, : 3389 - 3393
  • [30] Cross-Parametric Generative Adversarial Network-Based Magnetic Resonance Image Feature Synthesis for Breast Lesion Classification
    Fan, Ming
    Huang, Guangyao
    Lou, Junhong
    Gao, Xin
    Zeng, Tieyong
    Li, Lihua
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (11) : 5495 - 5505
12345