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4. Evaluation of follicular lymphoid depletion in the Bursa of Fabricius: An alternative methodology using digital image analysis and artificial neural networks.

Author

Moraes, Lucas B., Osório, Fernando S., Salle, Felipe O., Souza, Guilherme F., Moraes, Hamilton L. S., Fallavena, Luiz C. B., Santos, Luciana R., and Salle, Carlos T. P.

Abstract

The article focuses on a study which evaluated follicular lymphoid depletion in the Bursa of Fabricius (BF), an alternative using digital media analysis and artificial neural networks (ANN). Using Neuroshell Classifier software, the ANN was generated and the optical and digital data were compared. Majority of the follicles were classified correctly using the ANN, reaching sensibility and specificity of 89% and 96%, respectively. Study results indicate that the use of digital image analysis and ANN is a useful tool for the pathological classification of the BF lymphoid depletion.

Published
2010
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