Microscopic nuclei classification, segmentation, and detection with improved deep convolutional neural networks (DCNN)

Abstract Background Nuclei classification, segmentation, and detection from pathological images are challenging tasks due to cellular heterogeneity in the Whole Slide Images (WSI). Methods In this work, we propose advanced DCNN models for nuclei classification, segmentation, and detection tasks. The...

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Bibliographic Details
Main Authors: Zahangir Alom (Author), Vijayan K. Asari (Author), Anil Parwani (Author), Tarek M. Taha (Author)
Format: Book
Published: BMC, 2022-04-01T00:00:00Z.
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