Synthetic MRI in action: A novel framework in data augmentation strategies for robust multi-modal brain tumor segmentation

被引:0
|
作者
Pani, Kaliprasad [1 ]
Chawla, Indu [1 ]
机构
[1] Dept. of Computer Science & IT, Jaypee Institute of Information Technology, India
关键词
D O I
10.1016/j.compbiomed.2024.109273
中图分类号
学科分类号
摘要
Generative adversarial networks
引用
收藏
相关论文
共 50 条
  • [31] A novel framework for data registration and data fusion in presence of multi-modal sensors
    Aliakbarpour H.
    Ferreira J.F.
    Khoshhal K.
    Dias J.
    IFIP Advances in Information and Communication Technology, 2010, 314 : 308 - 315
  • [32] A Novel Framework for Data Registration and Data Fusion in Presence of Multi-modal Sensors
    Aliakbarpour, Hadi
    Ferreira, Joao Filipe
    Khoshhal, Kamrad
    Dias, Jorge
    EMERGING TRENDS IN TECHNOLOGICAL INNOVATION, 2010, 314 : 308 - 315
  • [33] Style Data Augmentation for Robust Segmentation of Multi-modality Cardiac MRI
    Ly, Buntheng
    Cochet, Hubert
    Sermesant, Maxime
    STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART: MULTI-SEQUENCE CMR SEGMENTATION, CRT-EPIGGY AND LV FULL QUANTIFICATION CHALLENGES, 2020, 12009 : 197 - 208
  • [34] HGG and LGG Brain Tumor Segmentation in Multi-Modal MRI Using Pretrained Convolutional Neural Networks of Amazon Sagemaker
    Lefkovits, Szidonia
    Lefkovits, Laszlo
    Szilagyi, Laszlo
    APPLIED SCIENCES-BASEL, 2022, 12 (07):
  • [35] DIGEST: DEEPLY SUPERVISED KNOWLEDGE TRANSFER NETWORK LEARNING FOR BRAIN TUMOR SEGMENTATION WITH INCOMPLETE MULTI-MODAL MRI SCANS
    Li, Haoran
    Li, Cheng
    Huang, Weijian
    Zheng, Xiawu
    Xi, Yan
    Wang, Shanshan
    2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI, 2023,
  • [36] A Comprehensive Multi-modal Domain Adaptative Aid Framework for Brain Tumor Diagnosis
    Chu, Wenxiu
    Zhou, Yudan
    Cai, Shuhui
    Chen, Zhong
    Cai, Congbo
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2023, PT XIII, 2024, 14437 : 382 - 394
  • [37] PURE VERSUS HYBRID TRANSFORMERS FOR MULTI-MODAL BRAIN TUMOR SEGMENTATION: A COMPARATIVE STUDY
    Andrade-Miranda, G.
    Jaouen, V.
    Bourbonne, V.
    Lucia, F.
    Visvikis, D.
    Conze, P. -H.
    2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2022, : 1336 - 1340
  • [38] Multi-modal brain tumor segmentation via conditional synthesis with Fourier domain adaptation
    Al Khalil, Yasmina
    Ayaz, Aymen
    Lorenz, Cristian
    Weese, Juergen
    Pluim, Josien
    Breeuwer, Marcel
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 112
  • [39] DBTrans: A Dual-Branch Vision Transformer for Multi-Modal Brain Tumor Segmentation
    Zeng, Xinyi
    Zeng, Pinxian
    Tang, Cheng
    Wang, Peng
    Yan, Binyu
    Wang, Yan
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2023, PT IV, 2023, 14223 : 502 - 512
  • [40] Brain Tumor Segmentation From Multi-Modal MR Images via Ensembling UNets
    Zhang, Yue
    Zhong, Pinyuan
    Jie, Dabin
    Wu, Jiewei
    Zeng, Shanmei
    Chu, Jianping
    Liu, Yilong
    Wu, Ed X.
    Tang, Xiaoying
    FRONTIERS IN RADIOLOGY, 2021, 1