Search Results for author: Jingnan Jia

Found 4 papers, 1 papers with code

Seg-metrics: a Python package to compute segmentation metrics

1 code implementation12 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.

Image Segmentation Medical Image Segmentation +1

Prediction of Lung CT Scores of Systemic Sclerosis by Cascaded Regression Neural Networks

no code implementations15 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.

regression

A Scalable Learned Index Scheme in Storage Systems

no code implementations8 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.

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