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Adenoma, Pleomorphic

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An ultrasound-based ensemble machine learning model for the preoperative classification of pleomorphic adenoma and Warthin tumor in the parotid gland.

European radiology 38570381
OBJECTIVES: The preoperative classification of pleomorphic adenomas (PMA) and Warthin tumors (WT) in the parotid gland plays an essential role in determining therapeutic strategies. This study aims to develop and validate an ultrasound-based ensemble...
Adenolymphoma Adenoma, Pleomorphic Adult Aged Diagnosis, Differential Female Humans Machine Learning Male Middle Aged Parotid Gland Parotid Neoplasms Retrospective Studies Sensitivity and Specificity Ultrasonography
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Development and Evaluation of a Convolutional Neural Network for Microscopic Diagnosis Between Pleomorphic Adenoma and Carcinoma Ex-Pleomorphic Adenoma.

Head & neck 39463027
AIMS: To develop a model capable of distinguishing carcinoma ex-pleomorphic adenoma from pleomorphic adenoma using a convolutional neural network architecture.
Adenoma, Pleomorphic Adult Aged Brazil Carcinoma Cohort Studies Convolutional Neural Networks Diagnosis, Differential Female Humans Male Middle Aged Neural Networks, Computer Salivary Gland Neoplasms Sensitivity and Specificity
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