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An implementation of scatter search to train neural networks for brain lesion recognition. (English) Zbl 1247.90295

Summary: In recent years, the use of computer aided diagnosis (CAD) has achieved acceptance in mammography and other areas. To facilitate automated detection of brain abnormalities, we propose a novel method for quickly training neural networks to classify brain images. Our method outperforms traditional neural network training methods by achieving a better balance between classification accuracy and training time.

MSC:

90C59 Approximation methods and heuristics in mathematical programming
92B20 Neural networks for/in biological studies, artificial life and related topics
90C90 Applications of mathematical programming
92C50 Medical applications (general)
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