Gigapixel Patch Semantic Segmentation for Histopathology | HPC DevCon

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AI specialist Valeriu Codreanu discusses how deep learning practitioners are using algorithms to aid with some of the repetitive tasks performed by histopathologists with a goal of helping with decision-making, achieving superior utilization of expert resources, obtaining faster results, and extending availability of histopathological resources. Codreanu discusses the impact of various-sized input patches when performing pixel-level semantic segmentation, and more, in this video.

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Gigapixel Patch Semantic Segmentation for Histopathology | HPC DevCon
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Tags:
Intel Developer Zone
IDZ
Intel Software
Software Developer
Developer Tools
Software Tools
Developer
Intel
gigapixel
patch
semantic segmentation
histopathology
pathology
deep learning
ai
artificial intelligence
algorithm
dgmm
deep gaussian mixture model
heterogeneity
faster results
resolution
scale out
valeriu codreanu