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Dose independent characterization of renal stones by means of dual energy computed tomography and machine learning: an ex-vivo study.

European radiology 31773296
OBJECTIVES: To predict the main component of pure and mixed kidney stones using dual-energy computed tomography and machine learning.
Algorithms Calcium Oxalate Calcium Phosphates Cysteine Humans Kidney Calculi Machine Learning Neural Networks, Computer Phantoms, Imaging Struvite Tomography Scanners, X-Ray Computed Tomography, X-Ray Computed Uric Acid Urinary Calculi Xanthine
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Deep learning computer vision algorithm for detecting kidney stone composition.

BJU international 32045113
OBJECTIVES: To assess the recall of a deep learning (DL) method to automatically detect kidney stones composition from digital photographs of stones.
Algorithms Calcium Oxalate Calcium Phosphates Cystine Deep Learning Humans Image Interpretation, Computer-Assisted Kidney Calculi Photography ROC Curve Struvite Uric Acid
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Prediction of the composition of urinary stones using deep learning.

Investigative and clinical urology 35670006
PURPOSE: This study aimed to predict the composition of urolithiasis using deep learning from urinary stone images.
Calcium Oxalate Deep Learning Humans Struvite Uric Acid Urinary Calculi Urolithiasis
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A Pilot Study on Using an Artificial Intelligence Algorithm to Identify Urolith Composition through Abdominal Radiographs in the Dog.

Veterinary radiology & ultrasound : the official journal of the American College of Veterinary Radiology and the International Veterinary Radiology Association 40065198
In small animal practice, patients often present with urinary lithiasis, and prediction of urolith composition is essential to determine the appropriate treatment. Through abdominal radiographs, the composition of mineral radiopaque uroliths can be d...
Algorithms Animals Artificial Intelligence Dog Diseases Dogs Female Male Pilot Projects Radiography, Abdominal Struvite Urinary Calculi Urolithiasis
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