October 2017

Table of Contents - PeerJ (Biology Articles)

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agricultural-science
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Machine learning to analyze colon glands

Malignant colorectal cancer

October 3, 2017

Machine learning to analyze colon glands

Due to the large variability of biological tissue, machine learning techniques have shown superior performance over conventional image processing methods. Here, researchers present a deep neural network-based approach for segmentation and classification of glands in tissue of benign and malignant colorectal cancer.

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October 16, 2017
Tolerance: the forgotten child of plant resistance
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https://doi.org/10.7717/peerj.3934 PubMed 29062607
October 3, 2017
Development and validation of near-infrared spectroscopy for the prediction of forage quality parameters in Lolium multiflorum
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https://doi.org/10.7717/peerj.3867 PubMed 29018608
October 5, 2017
Integration of lncRNA–miRNA–mRNA reveals novel insights into oviposition regulation in honey bees
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https://doi.org/10.7717/peerj.3881 PubMed 29018616
October 17, 2017
Bacterial and fungal communities respond differently to varying tillage depth in agricultural soils
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https://doi.org/10.7717/peerj.3930 PubMed 29062604
October 26, 2017
Erwinia amylovora psychrotrophic adaptations: evidence of pathogenic potential and survival at temperate and low environmental temperatures
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https://doi.org/10.7717/peerj.3931 PubMed 29085749
October 3, 2017
Assessment on the coupling effects of drip irrigation and organic fertilization based on entropy weight coefficient model
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https://doi.org/10.7717/peerj.3855 PubMed 29018603
October 26, 2017
Evaluation of genetic variability among “Early Mature” Juglans regia using microsatellite markers and morphological traits
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https://doi.org/10.7717/peerj.3834 PubMed 29085742
October 23, 2017
Pheromones of three ambrosia beetles in the Euwallacea fornicatus species complex: ratios and preferences
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https://doi.org/10.7717/peerj.3957 PubMed 29085754
October 6, 2017
Genome methylation and regulatory functions for hypoxic adaptation in Tibetan chicken embryos
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https://doi.org/10.7717/peerj.3891 PubMed 29018624
October 6, 2017
The isolation and identification of pathogenic fungi from Tessaratoma papillosa Drury (Hemiptera: Tessaratomidae)
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https://doi.org/10.7717/peerj.3888 PubMed 29018621
October 30, 2017
Comparative genomic analysis of the PKS genes in five species and expression analysis in upland cotton
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https://doi.org/10.7717/peerj.3974 PubMed 29104824
October 31, 2017
Proteomics research and related functional classification of liquid sclerotial exudates of Sclerotinia ginseng
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https://doi.org/10.7717/peerj.3979 PubMed 29104825
October 24, 2017
Glycaspis brimblecombei (Hemiptera: Psyllidae) attack patterns on different Eucalyptus genotypes
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https://doi.org/10.7717/peerj.3864 PubMed 29085744
October 27, 2017
Multivariate ordination identifies vegetation types associated with spider conservation in brassica crops
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https://doi.org/10.7717/peerj.3795 PubMed 29085741
Machine learning to analyze colon glands

Malignant colorectal cancer

October 3, 2017

Machine learning to analyze colon glands

Due to the large variability of biological tissue, machine learning techniques have shown superior performance over conventional image processing methods. Here, researchers present a deep neural network-based approach for segmentation and classification of glands in tissue of benign and malignant colorectal cancer.

- read article

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