تصفح حسب المؤلف "Snead, David R. J."
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Bayesian Hierarchical Clustering for Studying Cancer Gene Expression Data with Unknown Statistics
Sirinukunwattana, Korsuk; Savage, Richard S.; Bari, Muhammad F.; Snead, David R.J.; Rajpoot, Nasir M. ( Public Library of Science , 2013 , Article)Clustering analysis is an important tool in studying gene expression data. The Bayesian hierarchical clustering (BHC) algorithm can automatically infer the number of clusters and uses Bayesian model selection to improve ... -
Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images
Sirinukunwattana, Korsuk; Raza, Shan E Ahmed; Tsang, Yee-Wah; Snead, David R. J.; Cree, Ian A.; Rajpoot, Nasir M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Article)Detection and classification of cell nuclei in histopathology images of cancerous tissue stained with the standard hematoxylin and eosin stain is a challenging task due to cellular heterogeneity. Deep learning approaches ...