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Using Image Registration and Machine Learning to Develop a Workstation Tool for Rapid Analysis of Glomeruli in Medical Renal Biopsies

BACKGROUND: Prescreening of biopsies has the potential to improve pathologists' workflow. Tools that identify features and display results in a visually thoughtful manner can enhance efficiency, accuracy, and reproducibility. Machine learning for detection of glomeruli ensures comprehensive ass...

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Detalles Bibliográficos
Autores principales: Wilbur, David C., Pettus, Jason R., Smith, Maxwell L., Cornell, Lynn D., Andryushkin, Alexander, Wingard, Richard, Wirch, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7737496/
https://www.ncbi.nlm.nih.gov/pubmed/33343997
http://dx.doi.org/10.4103/jpi.jpi_49_20