| 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 | 113 | 2020 |
| 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 | 58 | 2021 |
| 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 | 53 | 2021 |
| 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 | 48 | 2022 |
| 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 | 42 | 2021 |
| 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 | 22 | 2022 |
| 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 | 20 | 2022 |
| 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 | 15 | 2022 |
| 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 | 12 | 2022 |
| 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 | 6 | 2018 |
| 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 | 4 | 2023 |
| Producing high-quality single nucleotide polymorphism data for genome-wide association studies PE Bayer, M Gill, MF Danilevicz, D Edwards Genome-Wide Association Studies, 153-159, 2022 | 4 | 2022 |
| Focus on the Crop Not the Weed: Canola Identification for Precision Weed Management Using Deep Learning M Mckay, MF Danilevicz, MB Ashworth, RL Rocha, SR Upadhyaya, ... Remote Sensing 16 (11), 2041, 2024 | 2 | 2024 |
| 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 | 2 | 2023 |
| Machine learning for image analysis: leaf disease segmentation M F. Danilevicz, PE Bayer Plant Bioinformatics: Methods and Protocols, 429-449, 2022 | 2 | 2022 |
| 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 | 2 | 2021 |
| Global Genotype by Environment Prediction Competition Reveals That Diverse Modeling Strategies Can Deliver Satisfactory Maize Yield Estimates JD Washburn, JI Varela, A Xavier, Q Chen, D Ertl, JL Gage, JB Holland, ... Genetics, iyae195, 2024 | 1 | 2024 |
| Genomics‐based plant disease resistance prediction using machine learning SR Upadhyaya, MF Danilevicz, A Dolatabadian, TX Neik, F Zhang, ... Plant Pathology 73 (9), 2298-2309, 2024 | | 2024 |
| Local haplotyping reveals insights into the genetic control of flowering time variation in wild and domesticated soybean S Mohamedikbal, HA Al‐Mamun, JI Marsh, S Upadhyaya, MF Danilevicz, ... The Plant Genome, e20528, 2024 | | 2024 |
| Multimodal Deep Learning Integration of Image, Weather, and Phenotypic Data Under Temporal Effects for Early Prediction of Maize Yield D Shamsuddin, MF Danilevicz, HA Al-Mamun, M Bennamoun, D Edwards Remote Sensing 16 (21), 4043, 2024 | | 2024 |
David EdwardsUniversity of Western AustraliaVerified email at uwa.edu.au
