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Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder–decoder deep networks

Samik Banerjee, Lucas Magee, Dingkang Wang, Xu Li, Bing‐Xing Huo, Jaikishan Jayakumar, Katherine S. Matho, Mengkuan Lin, Keerthi Ram, Mohanasankar Sivaprakasam, Z. Josh Huang, Yusu Wang, Partha P. Mitra

2020Nature Machine Intelligence42 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceArtificial intelligencePipeline (software)Deep learningSegmentationTerabyteConnectomicsPattern recognition (psychology)ConnectomeFunctional connectivityNeuroscienceBiologyOperating systemProgramming languageCell Image Analysis TechniquesTopological and Geometric Data AnalysisDigital Image Processing Techniques
Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder–decoder deep networks | Litcius