https://ogma.newcastle.edu.au/vital/access/ /manager/Index en-au 5 Organ culture and whole mount immunofluorescence staining of mouse Wolffian ducts https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:30902 Wed 04 Sep 2019 09:54:17 AEST ]]> MON-535 Deep-Machine Learning for Objective Quantification of Nerves in Immunohistochemistry Specimens of Thyroid Cancer https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50131 90%. Conclusion: Simple image analysis based on colour filtration/cluster analysis does not accurately identify immunohistochemically labelled nerves in thyroid cancers. Addition of deep-learning improves sensitivity with acceptable specificity, and significantly increases the number of true positive nerves detected compared to manual counting. However, the current deep learning model lacks specificity in the setting of non-specific immunostaining, which is a basis for improving further iterations of this model to facilitate study of the significance of innervation of thyroid and other cancers.]]> Tue 04 Jul 2023 12:10:29 AEST ]]>