Daniel V. Samarov

National Institute of Standards and Technology

Papers

Total Citations

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About

Daniel V. Samarov is a researcher whose work lies at the intersection of advanced imaging, biostatistics, and chemometrics, with a particular focus on the development and validation of hyperspectral imaging systems for biomedical applications. His most notable contribution is the design of custom-tailored microarray phantoms, which serve as essential reference standards for characterizing and validating hyperspectral imaging instruments. In his highly cited 2012 paper, Samarov introduced an image-based phantom design that enables the precise fabrication of microarrays with known spectral properties, coupled with robust analysis methods for biologically relevant samples. This work addresses a critical gap in the field by providing reproducible, ground-truth standards that improve the accuracy and reliability of hyperspectral imaging data. Although his citation counts are modest, the foundational nature of his phantom design work has made it a key reference for researchers developing and calibrating imaging systems for biological and clinical applications. Samarov’s contributions are particularly valuable for students and researchers working in spectral imaging, bioinformatics, and analytical chemistry, as his methods offer a practical framework for rigorous system validation and data interpretation.