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Unequivocal Cardiac Phase Sorting From Alternating Ramp-And Pulse-Illuminated Microscopy Image Sequences
- Source :
- ISBI
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- In vivo microscopy is an important tool to study developing organs such as the heart of the zebrafish embryo but is often limited by slow image frame acquisition speed. While collections of still images of the beating heart at arbitrary phases can be sorted to obtain a virtual heartbeat, the presence of identical heart configurations at two or more heartbeat phases can derail this approach. Here, we propose a dual illumination method to encode movement in alternate frames to disambiguate heartbeat phases in the still frames. We propose to alternately acquire images with a ramp and pulse illumination then sort all successive image pairs based on the ramp-illuminated data but use the pulse-illwninated images for display and analysis. We characterized our method on synthetic data, and show its applicability on experimental data and found that an exposure time of about 7% of the heartbeat or more is necessary to encode the movement reliably in a single heartbeat with a single redundant node. Our method opens the possibility to use sorting algorithms without prior information on the phase, even when the movement presents redundant frames.
- Subjects :
- Sorting algorithm
Heartbeat
Computer science
live microscopy
Phase (waves)
periodicity
ENCODE
01 natural sciences
Synthetic data
010309 optics
03 medical and health sciences
0103 physical sciences
sort
Computer vision
030304 developmental biology
0303 health sciences
business.industry
Sorting
zebrafish
structured illwnination
Node (circuits)
Artificial intelligence
business
light-sheet microscopy
asymmetry
heartbeat
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)
- Accession number :
- edsair.doi.dedup.....b3a6138fe5b09376ffbd6f970058dc19
- Full Text :
- https://doi.org/10.1109/isbi48211.2021.9433858