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Monica F. Danilevicz
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Plant pangenomics: approaches, applications and advancements
MF Danilevicz, CGT Fernandez, JI Marsh, PE Bayer, D Edwards
Current opinion in plant biology 54, 18-25, 2020
1012020
The application of pangenomics and machine learning in genomic selection in plants
PE Bayer, J Petereit, MF Danilevicz, R Anderson, J Batley, D Edwards
The Plant Genome 14 (3), e20112, 2021
382021
Maize yield prediction at an early developmental stage using multispectral images and genotype data for preliminary hybrid selection
MF Danilevicz, PE Bayer, F Boussaid, M Bennamoun, D Edwards
Remote Sensing 13 (19), 3976, 2021
382021
Resources for image-based high-throughput phenotyping in crops and data sharing challenges
MF Danilevicz, PE Bayer, BJ Nestor, M Bennamoun, D Edwards
Plant physiology 187 (2), 699-715, 2021
342021
Plant genotype to phenotype prediction using machine learning
MF Danilevicz, M Gill, R Anderson, J Batley, M Bennamoun, PE Bayer, ...
Frontiers in Genetics 13, 822173, 2022
252022
Pangenomes as a resource to accelerate breeding of under-utilised crop species
CG Tay Fernandez, BJ Nestor, MF Danilevicz, M Gill, J Petereit, PE Bayer, ...
International Journal of Molecular Sciences 23 (5), 2671, 2022
182022
Expanding gene-editing potential in crop improvement with pangenomes
CG Tay Fernandez, BJ Nestor, MF Danilevicz, JI Marsh, J Petereit, ...
International Journal of Molecular Sciences 23 (4), 2276, 2022
162022
Genetic and genomic resources for soybean breeding research
J Petereit, JI Marsh, PE Bayer, MF Danilevicz, WJW Thomas, J Batley, ...
Plants 11 (9), 1181, 2022
82022
The Global Assessment of Oilseed Brassica Crop Species Yield, Yield Stability and the Underlying Genetics
JD Zandberg, CT Fernandez, MF Danilevicz, WJW Thomas, D Edwards, ...
Plants 11 (20), 2740, 2022
62022
Copaifera langsdorffii Novel Putative Long Non-Coding RNAs: Interspecies Conservation Analysis in Adaptive Response to Different Biomes
MF Danilevicz, KC Moharana, TM Venancio, LO Franco, SRS Cardoso, ...
Non-coding RNA 4 (4), 27, 2018
62018
Producing High-Quality Single Nucleotide PolymorphismSingle nucleotide polymorphism (SNP) Data for Genome-Wide Association Studies
PE Bayer, M Gill, MF Danilevicz, D Edwards
Genome-Wide Association Studies, 153-159, 2022
32022
Machine learning for image analysis: leaf disease segmentation
M F. Danilevicz, PE Bayer
Plant Bioinformatics: Methods and Protocols, 429-449, 2022
22022
High-throughput genotyping technologies in plant taxonomy
MF Danilevicz, CG Tay Fernandez, JI Marsh, PE Bayer, D Edwards
Molecular Plant Taxonomy: Methods and Protocols, 149-166, 2021
22021
Segmentation of Sandplain Lupin Weeds from Morphologically Similar Narrow-Leafed Lupins in the Field
MF Danilevicz, RL Rocha, J Batley, PE Bayer, M Bennamoun, D Edwards, ...
Remote Sensing 15 (7), 1817, 2023
12023
DNABERT-based explainable lncRNA identification in plant genome assemblies
MF Danilevicz, M Gill, CGT Fernandez, J Petereit, SR Upadhyaya, ...
Computational and Structural Biotechnology Journal 21, 5676-5685, 2023
12023
Application of deep learning to leverage high-throughput phenotyping for crop breeding
MF Danilevicz
2023
Application of pangenomics for wheat molecular breeding.
CT Fernandez, J Marsh, MF Danilevicz, C Mercé, D Edwards
Molecular breeding in wheat, maize and sorghum: strategies for improving …, 2021
2021
Bioinformatics and plant breeding.
R Anderson, CT Fernandez, MF Danilevicz, D Edwards
Quantitative genetics, genomics and plant breeding, 71-85, 2020
2020
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