1. Digitized specimens are an indispensable resource for rapidly acquiring big datasets and typically must be preprocessed prior to conducting analyses. One crucial image preprocessing step in any i

DataCite Commons2025-04-01 更新40

High-volume, label-free imaging for quantifying single-cell dynamics in iPSC colonies

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This collection is comprised of multiple sets of experiments involving iPSCs with varying dosages of fluorescent light excitation. Samples were imaged every 2 minutes using phase-contrast microscopy f

NIST Chemistry WebBook2025-01-14 更新20

Training datasets and final models from paper ''RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation'

生物图像分割

植物根部处理

See paper ''RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation' for an explanation of how the models and datasets were created. The images are extracted from th

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Table1_RC-Net: Regression Correction for End-To-End Chromosome Instance Segmentation.docx

生物图像分割

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Precise segmentation of chromosome in the real image achieved by a microscope is significant for karyotype analysis. The segmentation of image is usually achieved by a pixel-level classification task,

NIAID Data Ecosystem40

Wings and particles ACC-based segmentation performance for the four species.

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