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AI & IOT Application FutureTech Application of artificial intelligence deep learning ensemble model for detection of thoraciclumbar vertebral fractures on plain lateral radiographs
AI model is consisted of detection, data pre-processingclassification ensemble model. We applied YOLO 3 to detect vertebral body from radiography,used data pre-processing to reduce image noisyenhance contrast, integrated ResNet34, DenseNet121, DenseNet201 into AI mode. Our result reveals the ensemble model has better performance in accuracy, sensitivityspecificity.
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