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Hemilly Kariny Cardoso Freitas

Publications (3)

Seed Quality from a New Perspective: A Review on Artificial Intelligence and Multispectral Imaging with VideometerLab

João Rafael Prudêncio dos Santos, Andréia Márcia Santos de Souza David, Hemilly Kariny Cardoso Freitas & Michelle de Oliveira Santos · Journal of Experimental Agriculture International · 2026

Seed quality evaluation is undergoing a rapid transition from sample-based, time-intensive assays toward data-rich, non-destructive phenotyping capable of supporting faster, more objective decisions in modern seed systems. Multispectral imaging (MSI) provides a practical bridge b...

Open access Research Article 10.9734/jeai/2026/v48i13982

Synthetic Seeds for Plant Propagation: Biotechnological Progress, Persistent Constraints and Translational Applications

Izabela Cristina Pires Gomes, Andréia Márcia Santos de Souza David, Luciana Nogueira Cardoso Londe, Hemilly Kariny Cardoso Freitas, João Rafael Prudêncio dos Santos & Débora Ferreira de Souza · Journal of Experimental Agriculture International · 2026

Synthetic seed technology seeks to convert in vitro-derived plant propagules into storable, transportable and sowable units. Its conceptual attraction lies in combining the clonal fidelity and year-round production of micropropagation with handling attributes associated with bota...

Open access Research Article 10.9734/jeai/2026/v48i84411

Artificial Intelligence and Multispectral Imaging for Common Bean Seed Quality Analysis: A Critical Review of Evidence, Translation Pathways and Research Priorities

Anne Karolina de Melo Souza, Andréia Márcia Santos de Souza David, João Rafael Prudêncio dos Santos, Mônica Araújo de Souza Santos, Hemilly Kariny Cardoso Freitas, Lucas Vinícius de Souza Cangussú & Wander Guilherme da Silva Leles · Journal of Experimental Agriculture International · 2026

Seed quality testing in common bean must resolve several distinct questions: whether seed is genetically and physically authentic, whether it will germinate and establish reliably, whether it carries damaging defects or pathogens, and whether its composition supports intended foo...

Open access Research Article 10.9734/jeai/2026/v48i84422