Metamorphic Testing for Image-based Calcium Imaging Analysis Pipelines

Madeline Diep,Rohan Reddy Mekala,Ujjwal Ayyangar,Gudjon Magnusson,Adam Porter,Wolfgang Losert,Mikael Lindvall

2021 IEEE/ACM 6th International Workshop on Metamorphic Testing (MET)（2021）

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摘要

The BRAIN platform that we developed over the last 2.5 years is a collaborative platform for the neuroscience research community. Such platforms are crucial for expediting research in data-heavy research communities such as the neuroscience optical imaging community. However, it is important to also build-in quality assurance within the platform to ensure that the results can be trusted. Testing t...

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关键词

Quality assurance,Neuroscience,Software libraries,Calcium,Neurons,Pipelines,Manuals

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