Potential for Process Improvement of Clinical Flow Cytometry by Incorporating Real-Time Automated Screening of Data to Expedite Addition of Antibody Panels.

Simonson, Paul D; Lee, Aaron Y; Wu, David

Simonson, Paul D; Lee, Aaron Y; Wu, David.

Afiliación

Simonson PD; Department of Laboratory Medicine and Pathology, University of Washington, Seattle, USA.
Lee AY; Department of Ophthalmology, University of Washington, Seattle, USA.
Wu D; Department of Laboratory Medicine and Pathology, University of Washington, Seattle, USA.

Am J Clin Pathol ; 157(3): 443-450, 2022 Mar 03.

Article en En | MEDLINE | ID: mdl-34724537

Asunto(s)

Leucemia Linfocítica Crónica de Células B; Aprendizaje Automático; Adulto; Algoritmos; Área Bajo la Curva; Citometría de Flujo; Humanos

Palabras clave

CNN; Chronic lymphocytic leukemia; Convolutional neural network; Ensemble classifier; Explainable artificial intelligence; Flow cytometry; Machine learning; Random forest; Real-time analysis

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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Leucemia Linfocítica Crónica de Células B / Aprendizaje Automático Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Screening_studies Idioma: En Revista: Am J Clin Pathol Año: 2022 Tipo del documento: Article

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