Automated detection of apoptotic bodies and cells in label-free time-lapse high-throughput video microscopy using deep convolutional neural networks.
Kwan-Ling WuMelisa A. Martinez-PaniaguaKate ReichelPrashant MenonShravani DeoBadrinath RoysamNavin VaradarajanPublished in: Bioinform. (2023)
Keyphrases
- high throughput
- automated detection
- living cells
- convolutional neural networks
- microarray
- cell nuclei
- automated analysis
- genome wide
- biological data
- analysis of gene expression
- systems biology
- multimedia
- lung cancer
- protein protein interactions
- microscopy images
- video sequences
- cell cycle
- video analysis
- phase contrast
- data acquisition
- genomic data
- video data
- microscope images
- phase contrast microscopy
- real time
- cell segmentation
- proteomic data
- mass spectrometry
- dna sequencing
- mass spectrometry data
- data processing