Ellen Gomulia
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View article: Digital Image Analysis and Quantitative Bead Standards in Root Cause Analysis of Immunohistochemical Staining Variability: A Real-world Example
Digital Image Analysis and Quantitative Bead Standards in Root Cause Analysis of Immunohistochemical Staining Variability: A Real-world Example Open
Assessment of automated immunohistochemical staining platform performance is largely limited to the visual evaluation of individual slides by trained personnel. Quantitative assessment of stain intensity is not typically performed. Here we…
View article: Deep learning assistance for the histopathologic diagnosis of Helicobacter pylori
Deep learning assistance for the histopathologic diagnosis of Helicobacter pylori Open
Deep learning (DL), a sub-area of artificial intelligence, has demonstrated great promise at automating diagnostic tasks in pathology, yet its translation into clinical settings has been slow. Few studies have examined its impact on pathol…
View article: Deep learning-based Helicobacter pylori detection for histopathology: A diagnostic study
Deep learning-based Helicobacter pylori detection for histopathology: A diagnostic study Open
Aims Deep learning (DL), a sub-area of artificial intelligence, has demonstrated great promise at automating diagnostic tasks in pathology, yet its translation into clinical settings has been slow. Few studies have examined its impact on p…