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 …

Prediction of droughts over Pakistan using machine learning algorithms

N Khan, DA Sachindra, S Shahid, K Ahmed… - Advances in Water …, 2020 - Elsevier
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 …

[HTML][HTML] A review of artificial intelligence-assisted omics techniques in plant defense: current trends and future directions

S Murmu, D Sinha, H Chaurasia, S Sharma… - Frontiers in Plant …, 2024 - frontiersin.org
Plants intricately deploy defense systems to counter diverse biotic and abiotic stresses.
Omics technologies, spanning genomics, transcriptomics, proteomics, and metabolomics …

[HTML][HTML] Gene selection for tumor classification using neighborhood rough sets and entropy measures

Y Chen, Z Zhang, J Zheng, Y Ma, Y Xue - Journal of biomedical informatics, 2017 - Elsevier
With the development of bioinformatics, tumor classification from gene expression data
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 …

[HTML][HTML] Discriminative analysis of schizophrenia using support vector machine and recursive feature elimination on structural MRI images

X Lu, Y Yang, F Wu, M Gao, Y Xu, Y Zhang, Y Yao… - Medicine, 2016 - journals.lww.com
Structural abnormalities in schizophrenia (SZ) patients have been well documented with
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 …

[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 …

[HTML][HTML] Fifteen years of gene set analysis for high-throughput genomic data: a review of statistical approaches and future challenges

S Das, CJ McClain, SN Rai - Entropy, 2020 - mdpi.com
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 …

Machine learning and its applications in plant molecular studies

S Sun, C Wang, H Ding, Q Zou - Briefings in functional genomics, 2020 - academic.oup.com
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 …