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Monica F. Danilevicz

Observed names: Danilevicz, Monica, M.F. Danilevicz, Monica F Danilevicz, Monica Furaste Danilevicz, Mônica Furaste Danilevicz
ORCID: 0000-0001-7599-8184
Observed ORCID: 0000-0001-7599-8184
OpenAlex ID: A5062108574
Image‐based crop disease detection using machine learning
2024 · Aria Dolatabadian, Ting Xiang Neik, et al. · Plant Pathology · 155
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Plant pangenomics: approaches, applications and advancements
2020 · Monica Furaste Danilevicz, Cassandria Geraldine Tay Fernandez, et al. · Current Opinion in Plant Biology · 145
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Plant Genotype to Phenotype Prediction Using Machine Learning
2022 · Monica F. Danilevicz, Mitchell Gill, et al. · Frontiers in Genetics · 121
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The application of pangenomics and machine learning in genomic selection in plants
2021 · Philipp E. Bayer, Jakob Petereit, et al. · The Plant Genome · 81
Maize Yield Prediction at an Early Developmental Stage Using Multispectral Images and Genotype Data for Preliminary Hybrid Selection
2021 · Monica F. Danilevicz, Philipp E. Bayer, et al. · Remote Sensing · 75
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Resources for image-based high-throughput phenotyping in crops and data sharing challenges
2021 · Monica F. Danilevicz, Philipp E. Bayer, et al. · PLANT PHYSIOLOGY · 56
The Global Assessment of Oilseed Brassica Crop Species Yield, Yield Stability and the Underlying Genetics
2022 · Jaco D. Zandberg, Cassandria T. Fernandez, et al. · Plants · 50
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Understanding plant phenotypes in crop breeding through explainable AI
2025 · Monica F. Danilevicz, Shriprabha R. Upadhyaya, et al. · Plant Biotechnology Journal · 43
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Pangenomes as a Resource to Accelerate Breeding of Under-Utilised Crop Species
2022 · Cassandria Geraldine Tay Fernandez, Benjamin John Nestor, et al. · International Journal of Molecular Sciences · 41
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Expanding Gene-Editing Potential in Crop Improvement with Pangenomes
2022 · Cassandria G. Tay Fernandez, Benjamin J. Nestor, et al. · International Journal of Molecular Sciences · 34
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Application of machine learning and genomics for orphan crop improvement
2025 · Tessa R. MacNish, Monica F. Danilevicz, et al. · Nature Communications · 32
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Global genotype by environment prediction competition reveals that diverse modeling strategies can deliver satisfactory maize yield estimates
2024 · Jacob D Washburn, José Ignacio Varela, et al. · Genetics · 29
Genomics‐based plant disease resistance prediction using machine learning
2024 · Shriprabha R. Upadhyaya, Monica F. Danilevicz, et al. · Plant Pathology · 27
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Multimodal Deep Learning Integration of Image, Weather, and Phenotypic Data Under Temporal Effects for Early Prediction of Maize Yield
2024 · Danial Shamsuddin, Monica F. Danilevicz, et al. · Remote Sensing · 26
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DNABERT-based explainable lncRNA identification in plant genome assemblies
2023 · Monica F. Danilevicz, Mitchell Gill, et al. · Computational and Structural Biotechnology Journal · 22
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Genetic and Genomic Resources for Soybean Breeding Research
2022 · Jakob Petereit, Jacob I. Marsh, et al. · Plants · 17
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Focus on the Crop Not the Weed: Canola Identification for Precision Weed Management Using Deep Learning
2024 · Michael Mckay, Monica F. Danilevicz, et al. · Remote Sensing · 13
Plant disease epidemiology in the age of artificial intelligence and machine learning
2025 · Ting Xiang Neik, Aria Dolatabadian, et al. · Agriculture Communications · 12
Segmentation of Sandplain Lupin Weeds from Morphologically Similar Narrow-Leafed Lupins in the Field
2023 · Monica F. Danilevicz, Roberto Lujan Rocha, et al. · Remote Sensing · 8
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Exploring genomic feature selection: A comparative analysis of GWAS and machine learning algorithms in a large‐scale soybean dataset
2024 · Hawlader A. Al‐Mamun, Monica F. Danilevicz, et al. · The Plant Genome · 7
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Producing High-Quality Single Nucleotide Polymorphism Data for Genome-Wide Association Studies
2022 · Philipp E. Bayer, Mitchell Gill, et al. · Methods in molecular biology · 7
Local haplotyping reveals insights into the genetic control of flowering time variation in wild and domesticated soybean
2024 · Shameela Mohamedikbal, Hawlader A. Al‐Mamun, et al. · The Plant Genome · 6
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Copaifera langsdorffii Novel Putative Long Non-Coding RNAs: Interspecies Conservation Analysis in Adaptive Response to Different Biomes
2018 · Monica F. Danilevicz, Kanhu C. Moharana, et al. · Non-Coding RNA · 4
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High-Throughput Genotyping Technologies in Plant Taxonomy
2020 · Monica F. Danilevicz, Cassandria G. Tay Fernandez, et al. · Methods in molecular biology · 3
Machine Learning for Image Analysis: Leaf Disease Segmentation
2022 · Monica F. Danilevicz, Philipp Emanuel Bayer · Methods in molecular biology · 2
Works count: 33
Citation count: 1,018
H-index: 16
I10-index: 18
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