A Deep Learning Approach for the Automatic Detection and Segmentation in Autosomal Dominant Polycystic Kidney Disease Based on Magnetic Resonance Images

Vitoantonio Bevilacqua,Antonio Brunetti,Giacomo Donato Cascarano,Flavio Palmieri,Andrea Guerriero,Marco Moschetta

A Deep Learning Approach for the Automatic Detection and Segmentation in Autosomal Dominant Polycystic Kidney Disease Based on Magnetic Resonance Images

2018

Vitoantonio Bevilacqua
Antonio Brunetti
Giacomo Donato Cascarano
Flavio Palmieri
Andrea Guerriero
Marco Moschetta

The automatic segmentation of kidneys in medical images is not a trivial task when the subjects undergoing the medical examination are affected by Autosomal Dominant Polycystic Kidney Disease.

Keywords:

Computer science
Deep learning
Pattern recognition
Segmentation
Convolutional neural network
Magnetic resonance imaging
Autosomal dominant polycystic kidney disease
Artificial intelligence
automatic segmentation

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