1 code implementation • 12 Jan 2024 • Jingnan Jia, Marius Staring, Berend C. Stoel
In response to a concerning trend of selectively emphasizing metrics in medical image segmentation (MIS) studies, we introduce \texttt{seg-metrics}, an open-source Python package for standardized MIS model evaluation.
no code implementations • 15 Oct 2021 • Jingnan Jia, Marius Staring, Irene Hernández-Girón, Lucia J. M. Kroft, Anne A. Schouffoer, Berend C. Stoel
We used 227 3D CT scans to train and validate the first network, and the resulting 1135 axial slices were used in the second network.
no code implementations • 22 Apr 2021 • Jingnan Jia, Zhiwei Zhai, M. Els Bakker, I. Hernandez Giron, Marius Staring, Berend C. Stoel
Deep multi-task learning is expected to utilize labels of multiple different structures.
no code implementations • 8 May 2019 • Pengfei Li, Yu Hua, Pengfei Zuo, Jingnan Jia
Index structures are important for efficient data access, which have been widely used to improve the performance in many in-memory systems.