1 code implementation • 10 Aug 2023 • Jun Ma, Yao Zhang, Song Gu, Cheng Ge, Shihao Ma, Adamo Young, Cheng Zhu, Kangkang Meng, Xin Yang, Ziyan Huang, Fan Zhang, Wentao Liu, YuanKe Pan, Shoujin Huang, Jiacheng Wang, Mingze Sun, Weixin Xu, Dengqiang Jia, Jae Won Choi, Natália Alves, Bram de Wilde, Gregor Koehler, Yajun Wu, Manuel Wiesenfarth, Qiongjie Zhu, Guoqiang Dong, Jian He, the FLARE Challenge Consortium, Bo wang
The best-performing algorithms successfully generalized to holdout external validation sets, achieving a median DSC of 89. 5\%, 90. 9\%, and 88. 3\% on North American, European, and Asian cohorts, respectively.
no code implementations • 23 Mar 2023 • Bram de Wilde, Anindo Saha, Richard P. G. ten Broek, Henkjan Huisman
In this study, we conducted experiments using medical datasets comprising only 100 samples from three medical modalities.
no code implementations • 15 Jun 2021 • Bram de Wilde, Richard P. G. ten Broek, Henkjan Huisman
We experimented with spatio-temporal deep learning architectures centered around a ConvGRU architecture.