Iranian Journal of Radiology · 2019 · 24 citations · 2 references
MedicineNeuroscienceSurgeryClinical NeuroscienceEpilepsyEpileptologyBrain ImagingElectroencephalogram AnalysisElectroencephalographyElectroencephalography In EpilepsyEpilepsy SurgeryFocal EpilepsiesComponent-based ArchitecturesComponent-based ModelingEeg Source LocalizationElectroencephalographic Source ImagingMultimodal Presurgical EvaluationPre-surgical Electroencephalography EvaluationSeizure Focus LocalizationSource Localization
Next, 55 teenage football players of the national U17 team were examined using a 1.5 Siemens Avanto Machine. The studies were interpreted by an MSK radiologist member of the AFC panel of radiologists who was aware of the FIFA scoring and grading system, as the ground truth. Thirty-six cases were used for training and 19 cases for testing of the CNN. To increase the number of training images, augmentation was performed by rotating and moving the original images. Therefore, a total number of 613 images were obtained for training and 267 images for testing. Results: Images introduced to the neural network resulted in sequential layers of meaningful output (Figure
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