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By treating the nucleus as a Mie scattering object, techniques such as angle\u2010resolved low\u2010coherence interferometry (a\/LCI) have demonstrated substantial success in identifying nuclear alterations associated with dysplasia. Because optical biopsies are inherently noninvasive, only a small, discretized portion of the 4\u03c0 scattering field can be collected from tissue, limiting the amount of information available for diagnostic purposes. In this work, we comprehensively characterize the diagnostic impact of variations in angular sampling, range and noise for inverse light scattering analysis of nuclear morphology, using a previously reported dataset from 40 patients undergoing a\/LCI optical biopsy for cervical dysplasia. The results from this analysis are applied to a benchtop scanning a\/LCI system which compromises angular range for wide\u2010area scanning capability. 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