Schematic representation of selected data from the Allen Institute dataset.

<p>Note that the original dataset contains additional channels and information not depicted here. Panel (A) shows: (i) a Field of View (FoV) from a representative RNA FISH well displaying multiple cells with segmentation overlays, (ii) a single cell segmented from the field of view image (high...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Saeed Mohammadzadeh (13492285) (author)
مؤلفون آخرون:	Emma Lejeune (11530267) (author)
منشور في:	2025
الموضوعات:	Biochemistry Biotechnology Cancer Space Science Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified two key enhancements novel ensemble graph modified sarcgraph algorithm minimally invasive manner individually detected sarcomere data using information predict expert scores cells often exhibit cm structural integrity source dataset published mature cardiomyocytes exhibit highly organized structure cms &# 8212 cm structural organization structural organization quantify structure organized sarcomeres mature samples expert scoring derived cardiomyocytes cardiac cells structural features xlink "> valuable model scoring approach results demonstrate longer myofibrils important indicator immature cells identify bias functional behavior first time explainable clustering enhanced framework disease models disc classifier designed specifically densely packed deeper understanding deep learning computational tools cell science cell maturity better accommodate based z allen institute
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Schematic representation of selected data from the Allen Institute dataset.

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