Clustering of ROIs and average trace of each ROI cluster.

<p>(a) Ground truth position of simulated neurons with ROIs selected by the algorithm and clustered with PCA and k-means. (b) Average ΔF/F<sub>0</sub> of clusters 1 to 3 which closely resembles the three ground truth activity patterns.</p>

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Bibliographic Details
Main Author:	Virgil Christian Garcia Castillo (19688355) (author)
Other Authors:	Latiful Akbar (19688358) (author), Ronnakorn Siwadamrongpong (19688361) (author), Yasumi Ohta (6421649) (author), Mamiko Kawahara (19688364) (author), Yoshinori Sunaga (16319293) (author), Hironari Takehara (19688367) (author), Hiroyuki Tashiro (8352750) (author), Kiyotaka Sasagawa (3976892) (author), Jun Ohta (5430950) (author)
Published:	2024
Subjects:	Biophysics Biochemistry Cell Biology Neuroscience Biotechnology Space Science Biological Sciences not elsewhere classified observed significant increases morphological image processing improved upon electrophysiology enabled novel methods dorsal raphe nucleus compact implantable cmos camp mouse experiments formalin injection compared based lensless ca div >< p 2 +</ sup fluorescence imaging technology monitoring brain activity interest determination algorithm fluorescence imaging fluorescence activity lensless devices formalin test sense activity fluorescence microscopes stimulate pain specific expression simulated data proven challenging observe pain lens system kernel size indicator proteins gold standard gaussian method footprint size control group adaptive binarizations
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Clustering of ROIs and average trace of each ROI cluster.

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