Deep Semantic Segmentation of Cell Painted Nuclei Images using UNet++

Fluorescence microscopy based cell painting technique profiles the morphological characteristics of specific cell organelles with high resolution. However, photo toxicity, photo bleaching and advanced instrumentation limits its utility for comprehensively annotating the cell structure. Generating ce...

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Bibliographic Details
Main Authors: Palliyil Sreekumar Sreelekshmi, Palanisamy Rohini, Swaminathan Ramakrishnan
Format: Article
Language:English
Published: De Gruyter 2023-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
Online Access:https://doi.org/10.1515/cdbme-2023-1149