Additional file 2 of Domain-specific AI segmentation of IMPDH2 rod/ring structures in mouse embryonic stem cells

Additional file 2 of Domain-specific AI segmentation of IMPDH2 rod/ring structures in mouse embryonic stem cells

Additional File 2: Figure S2: Additional Metrics for the time-course. Each graph shows ground truth measurements on the x-axis vs the model’s ability to capture the average area, and average perimeter, perimeter/areafor either rods or rings. The Rod:Ring ratio is also shown. R2 values are shown in e...

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Bibliographic Details
Main Author: Samuel T. M. Ball (21334494) (author)
Other Authors: Meagan J. Hennessy (21334497) (author), Yuhan Tan (21334500) (author), Kai F. Hoettges (203589) (author), Neil D. Perkins (634723) (author), David J. Wilkinson (21334503) (author), Michael R. H. White (9199656) (author), Yalin Zheng (587113) (author), David A. Turner (4453348) (author)
Published: 2025
Subjects:
Artificial Intelligence and Image Processing
IMPDH2
Rods and rings
Loukoumasomes
Cytoophidia
Nematosomes
Embryonic stem cells
AI segmentation
Deep learning
Image processing
Convolutional neural networks
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