Deep learning classification of urinary sediment crystals with optimal parameter tuning

Abstract The examination of urinary sediment crystals, the sedimentary components of urine, is useful in screening tests, and is always performed in medical examinations. The examination of urinary sediment crystals is typically done by classifying them under a microscope. Although automated analyze...

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Bibliographic Details
Main Authors: Takahiro Nagai, Osamu Onodera, Shujiro Okuda
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-25385-x

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