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Boosting Kidney Stone Identification in Endoscopic Images Using …

Machine learning models have been developed to provide urologists with an automated classification of kidney stones during an ureteroscopy; however, there is a general lack in terms of quality of the training data and methods. In this work, a two-step transfer learning approach is used to train the kidney stone classifier.

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Stone washing machine, also called sand washing machine, is used for desliming and screening a large number of sand and gravel in construction sites, sand and gravel factories, prefabrication plants, and hydroelectric construction sites, and can also be used for ore sorting operations.Stone washing machines can be roughly divided into spiral sand washing …

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On the in vivo recognition of kidney stones using machine learning

This contribution details the database construction and the design of the tested kidney stones classifiers. Even if the best results were obtained by the Inception v3 architecture (weighted precision, recall and F1-score of 0.97, 0.98 and 0.97, respectively), it is also shown that choosing an appropriate colour space and texture features allows ...

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Detection of Kidney Stone using Neural Network Classifier

Nephrolithiasis (kidney stone) is a disease which affects 7% of females and 11% of males at some stage in their life. Early identification of Nephrolithiasis is necessary to avoid complications.

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