AIMC Topic: Diploidy

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End-to-end deep learning for recognition of ploidy status using time-lapse videos.

Journal of assisted reproduction and genetics May 22, 2021
PURPOSE: Our retrospective study is to investigate an end-to-end deep learning model in identifying ploidy status through raw time-lapse video.
Humans Retrospective Studies Female Adult Deep Learning Image Processing, Computer-Assisted Fertilization in Vitro Area Under Curve Blastocyst Aneuploidy Calibration Time-Lapse Imaging Diploidy Preimplantation Diagnosis
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Ab initio GO-based mining for non-tandem-duplicated functional clusters in three model plant diploid genomes.

PloS one Jun 19, 2020
A functional Non-Tandem Duplicated Cluster (FNTDC) is a group of non-tandem-duplicated genes that are located closer than expected by mere chance and have a role in the same biological function. The identification of secondary-compounds-related FNTDC...
Signal Transduction Databases, Genetic Oryza Vitis Multigene Family Plant Proteins Gene Duplication Gene Ontology Genome, Plant Arabidopsis Diploidy
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Deep convolutional neural networks for accurate somatic mutation detection.

Nature communications Mar 4, 2019
Accurate detection of somatic mutations is still a challenge in cancer analysis. Here we present NeuSomatic, the first convolutional neural network approach for somatic mutation detection, which significantly outperforms previous methods on different...
Humans Neural Networks, Computer Machine Learning Neoplasms Computational Biology Databases, Genetic Sequence Analysis, DNA Mutation DNA Mutational Analysis Sequence Alignment Genes, Neoplasm Exome Diploidy
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