Recent progress in drought and salt tolerance studies in Brassica crops
X Zhang, G Lu, W Long, X Zou, F Li, T Nishio - Breeding science, 2014 - jstage.jst.go.jp
Water deficit imposed by either drought or salinity brings about severe growth retardation
and yield loss of crops. Since Brassica crops are important contributors to total oilseed …
and yield loss of crops. Since Brassica crops are important contributors to total oilseed …
Prediction of droughts over Pakistan using machine learning algorithms
Climate change has increased frequency, severity and areal extent of droughts across the
world in the last few decades magnifying their adverse impacts. Prediction of droughts is …
world in the last few decades magnifying their adverse impacts. Prediction of droughts is …
[HTML][HTML] A review of artificial intelligence-assisted omics techniques in plant defense: current trends and future directions
Plants intricately deploy defense systems to counter diverse biotic and abiotic stresses.
Omics technologies, spanning genomics, transcriptomics, proteomics, and metabolomics …
Omics technologies, spanning genomics, transcriptomics, proteomics, and metabolomics …
[HTML][HTML] Gene selection for tumor classification using neighborhood rough sets and entropy measures
With the development of bioinformatics, tumor classification from gene expression data
becomes an important useful technology for cancer diagnosis. Since a gene expression …
becomes an important useful technology for cancer diagnosis. Since a gene expression …
Machine learning approaches distinguish multiple stress conditions using stress-responsive genes and identify candidate genes for broad resistance in rice
R Shaik, W Ramakrishna - Plant physiology, 2014 - academic.oup.com
Abiotic and biotic stress responses are traditionally thought to be regulated by discrete
signaling mechanisms. Recent experimental evidence revealed a more complex picture …
signaling mechanisms. Recent experimental evidence revealed a more complex picture …
[HTML][HTML] Discriminative analysis of schizophrenia using support vector machine and recursive feature elimination on structural MRI images
Structural abnormalities in schizophrenia (SZ) patients have been well documented with
structural magnetic resonance imaging (MRI) data using voxel-based morphometry (VBM) …
structural magnetic resonance imaging (MRI) data using voxel-based morphometry (VBM) …
A roadmap for breeding orphan leafy vegetable species: a case study of Gynandropsis gynandra (Cleomaceae)
EO Sogbohossou, EG Achigan-Dako… - Horticulture …, 2018 - academic.oup.com
Despite an increasing awareness of the potential of “orphan” or unimproved crops to
contribute to food security and enhanced livelihoods for farmers, coordinated research …
contribute to food security and enhanced livelihoods for farmers, coordinated research …
[HTML][HTML] Transcriptomic basis for drought-resistance in Brassica napus L.
P Wang, C Yang, H Chen, C Song, X Zhang, D Wang - Scientific reports, 2017 - nature.com
Based on transcriptomic data from four experimental settings with drought-resistant and
drought-sensitive cultivars under drought and well-watered conditions, statistical analysis …
drought-sensitive cultivars under drought and well-watered conditions, statistical analysis …
[HTML][HTML] Fifteen years of gene set analysis for high-throughput genomic data: a review of statistical approaches and future challenges
Over the last decade, gene set analysis has become the first choice for gaining insights into
underlying complex biology of diseases through gene expression and gene association …
underlying complex biology of diseases through gene expression and gene association …
Machine learning and its applications in plant molecular studies
The advent of high-throughput genomic technologies has resulted in the accumulation of
massive amounts of genomic information. However, biologists are challenged with how to …
massive amounts of genomic information. However, biologists are challenged with how to …