Article

Transformer-based spatial-temporal detection of apoptotic cell death in live-cell imaging

2022-11-25

Abstract excerpt

Intravital microscopy has revolutionized live cell imaging by allowing the study of spatial-temporal cell dynamics in living animals. However, the complexity of the data generated by this technology has limited the development of effective computational tools to identify and quantify cell processes. Amongst them, apoptosis is a crucial form of regulated cell death involved in tissue homeostasis and host defense. L...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 12643dac-7214-5852-88c5-1d3bf8ffd345
DOI: 10.1101/2022.11.23.517318

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Transformer-based spatial-temporal detection of apoptotic cell death in live-cell imagingDOI 10.1101/2022.11.23.517318Read

Label-free classification of cell death pathways via holotomography-based deep learning frameworkSemantic proximity Read

Deep transfer learning approach for automated cell death classification reveals novel ferroptosis-inducing agents in subsets of B-ALLSemantic proximity Read

Super-human cell death detection with biomarker-optimized neural networksSemantic proximity Read

Live imaging and single-cell analysis reveal differential dynamics of autophagy and apoptosisSemantic proximity Read

Systematic Quantification of Population Cell Death Kinetics in Mammalian CellsSemantic proximity Read

Genetically encoded cell-death indicators (GEDI) to detect an early irreversible commitment to neurodegenerationSemantic proximity Read

Live imaging of apoptosis in a novel transgenic mouse highlights its role in neural tube closureSemantic proximity Read

Deep learning of virus infections reveals mechanics of lytic cellsSemantic proximity Read

In vivo magnetic resonance imaging of treatment-induced apoptosisSemantic proximity Read

Detecting apoptosis in Drosophila tissues and cellsSemantic proximity Read

AI-driven analysis for real-time detection of unstained microscopic cell culture imagesSemantic proximity Read

Computational analysis of dynamical responses to the intrinsic pathway of programmed cell death.Semantic proximity Read