Article

END-TO-END CLASSIFICATION OF CELL-CYCLE STAGES WITH CENTER-CELL FOCUS TRACKER USING RECURRENT NEURAL NETWORKS

2022-11-04

Abstract excerpt

<h4>ABSTRACT</h4> Cell division, or mitosis, guarantees the accurate inheritance of the genomic information kept in the cell nucleus. Malfunctions in this process cause a threat to the health and life of the organism, including cancer and other manifold diseases. It is therefore crucial to study in detail the cell-cycle in general and mitosis in particular. Consequently, a large number of manual and semi-automate...

Topics

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

Identifiers and source

Literature Corpus work: 410077fc-c17f-51d5-9256-a9b47ba758d2
DOI: 10.1101/2022.11.01.514198

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

END-TO-END CLASSIFICATION OF CELL-CYCLE STAGES WITH CENTER-CELL FOCUS TRACKER USING RECURRENT NEURAL NETWORKSDOI 10.1101/2022.11.01.514198Read

Automatic Detection of Cell-cycle Stages using Recurrent Neural NetworksSemantic proximity Read

CELL CYCLE STATE PREDICTION USING GRAPH NEURAL NETWORKSSemantic proximity Read

Predicting cell cycle stage from 3D single-cell nuclear-stained imagesSemantic proximity Read

A Morpho-Proteomic Atlas of Mitosis at Sub-Minute ResolutionSemantic proximity Read

CellCountCV – a web-application for accurate cell counting and automated batch processing of microscopy images using fully-convolutional neural networksSemantic proximity Read

Ensemble Processing and Synthetic Image Generation for Abnormally Shaped Nuclei SegmentationSemantic proximity Read

<i>In silico</i> prediction of cellular organelles from computationally super-resolved (SR) phase-modulated optical micrographsSemantic proximity Read

Deep Learning Pipeline for Automated Cell Profiling from Cyclic ImagingSemantic proximity Read

Learning unsupervised feature representations for single cell microscopy images with paired cell inpaintingSemantic proximity Read

Scale Selection and Machine Learning-based Cell Segmentation and Tracking in Time Lapse MicroscopySemantic proximity Read

LFCT: A Benchmark Dataset for Low-Frame-Rate Cell Tracking in Long-Term Live-Cell MicroscopySemantic proximity Read

Mitosis Detection in the Wild Using Detection TransformersSemantic proximity Read