Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Dongnan Liu"'
Autor:
Zihao Tang, Sheng Chen, Arkiev D’Souza, Dongnan Liu, Fernando Calamante, Michael Barnett, Weidong Cai, Chenyu Wang, Mariano Cabezas
Publikováno v:
Frontiers in Radiology, Vol 3 (2023)
Diffusion-weighted Imaging (DWI) is a non-invasive imaging technique based on Magnetic Resonance Imaging (MRI) principles to measure water diffusivity and reveal details of the underlying brain micro-structure. By fitting a tensor model to quantify t
Externí odkaz:
https://doaj.org/article/e9478eaa3dd14e97a4166b531d80ddea
Autor:
Dongnan Liu, Mariano Cabezas, Dongang Wang, Zihao Tang, Lei Bai, Geng Zhan, Yuling Luo, Kain Kyle, Linda Ly, James Yu, Chun-Chien Shieh, Aria Nguyen, Ettikan Kandasamy Karuppiah, Ryan Sullivan, Fernando Calamante, Michael Barnett, Wanli Ouyang, Weidong Cai, Chenyu Wang
Publikováno v:
Frontiers in Neuroscience, Vol 17 (2023)
Background and introductionFederated learning (FL) has been widely employed for medical image analysis to facilitate multi-client collaborative learning without sharing raw data. Despite great success, FL's applications remain suboptimal in neuroimag
Externí odkaz:
https://doaj.org/article/114eca7e05d64d5b81f0d42092bb00a0
Publikováno v:
Journal of Healthcare Engineering.
As one of the important applications of Internet of Health Things (IoHT) technology in the field of healthcare, wireless body area network (WBAN) has been widely used in medical therapy, and it can not only monitor and record physiological informatio
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::371b62a48a56915f104f4b02c08ddbac
Autor:
Tiange Xiang, Yang Song, Chaoyi Zhang, Dongnan Liu, Mei Chen, Fan Zhang, Heng Huang, Lauren O'Donnell, Weidong Cai
Publikováno v:
IEEE transactions on medical imaging. 41(8)
We present a novel weakly-supervised framework for classifying whole slide images (WSIs). WSIs, due to their gigapixel resolution, are commonly processed by patch-wise classification with patch-level labels. However, patch-level labels require precis
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3bfe78db22194b1fc5e836be23092055
https://pubmed.ncbi.nlm.nih.gov/35263251
https://pubmed.ncbi.nlm.nih.gov/35263251
Recent advances in unsupervised domain adaptation (UDA) techniques have witnessed great success in cross-domain computer vision tasks, enhancing the generalization ability of data-driven deep learning architectures by bridging the domain distribution
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::77dcb1139d020b77fc6a6b5f99f6c854
http://arxiv.org/abs/2201.01929
http://arxiv.org/abs/2201.01929
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031164484
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::221cb9091dc741c5233370da75d5fb7d
https://doi.org/10.1007/978-3-031-16449-1_68
https://doi.org/10.1007/978-3-031-16449-1_68
Autor:
Zihao Tang, Xinyi Wang, Mariano Cabezas, Arkiev D’Souza, Fernando Calamante, Dongnan Liu, Michael Barnett, Chenyu Wang, Weidong Cai
Publikováno v:
Computational Diffusion MRI ISBN: 9783031212055
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7048ca5c815d2ff1110920a60b361990
https://doi.org/10.1007/978-3-031-21206-2_6
https://doi.org/10.1007/978-3-031-21206-2_6
U-Net, as an encoder-decoder architecture with forward skip connections, has achieved promising results in various medical image analysis tasks. Many recent approaches have also extended U-Net with more complex building blocks, which typically increa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9b9b4d5f6f023f680aa6e9a4d8cedfb2
Autor:
Chaoyi Zhang, Siqi Liu, Weidong Cai, Zihao Tang, Yang Song, Dongnan Liu, Donghao Zhang, Jianhui Yu, Heng Wang
Publikováno v:
Humanity Driven AI ISBN: 9783030721879
Humanity Driven AI
Humanity Driven AI
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0ede6026fc516618e2079593b53a8ef2
https://doi.org/10.1007/978-3-030-72188-6_7
https://doi.org/10.1007/978-3-030-72188-6_7
Publikováno v:
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 ISBN: 9783030872335
MICCAI (7)
MICCAI (7)
Multiple sclerosis (MS) is an immune-mediated neurodegenerative disease that results in progressive damage to the brain and spinal cord. Volumetric analysis of the brain tissues with Magnetic Resonance Imaging (MRI) is essential to monitor the progre
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d36a87898b0bd1a5d66c71a69beaa598
https://doi.org/10.1007/978-3-030-87234-2_62
https://doi.org/10.1007/978-3-030-87234-2_62