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

• मुख्य लेखकों: Zahangir Alom (लेखक), Vijayan K. Asari (लेखक), Anil Parwani (लेखक), Tarek M. Taha (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: BMC, 2022-04-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

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...