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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Palliyil Sreekumar Sreelekshmi, Palanisamy Rohini, Swaminathan Ramakrishnan
التنسيق: مقال
اللغة:English
منشور في: De Gruyter 2023-09-01
سلاسل:Current Directions in Biomedical Engineering
الموضوعات:
الوصول للمادة أونلاين:https://doi.org/10.1515/cdbme-2023-1149