OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms

Kavli Affiliate: Wei Gao

| First 5 Authors: Jia-Xin Zhuang, Xiansong Huang, Yang Yang, Jiancong Chen, Yue Yu

| Summary:

In this paper, we present OpenMedIA, an open-source toolbox library
containing a rich set of deep learning methods for medical image analysis under
heterogeneous Artificial Intelligence (AI) computing platforms. Various medical
image analysis methods, including 2D$/$3D medical image classification,
segmentation, localisation, and detection, have been included in the toolbox
with PyTorch and$/$or MindSpore implementations under heterogeneous NVIDIA and
Huawei Ascend computing systems. To our best knowledge, OpenMedIA is the first
open-source algorithm library providing compared PyTorch and MindSp

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