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. 2022 Apr 2;19:27. doi: 10.25259/Cytojournal_33_2021

Table 5:

Neural network of the effusion cytology.

Author and year Number of cases Study design Comments
Truong et al.[34]
1995
112 cases ANN model was made based on the densitometric and morphometric data of the cells ANN showed 95.3%, sensitivity of 85.7%, specificity
Barwad et al.[35]
2012
114 cases ANN model was designed as 25-2-1 (25 input nodes-2 hidden nodes-1 output node). Cytological features, image morphometric data were used to make an input nodes ANN identified correctly all the malignant cases

ANN: rtificial neural network