Brain tumour segmentation is an essential task in medical image processing. Early diagnosis of brain tumours plays a crucial role in improving treatment possibilities and increases the survival rate of the patients. Manual segmentation of the brain tumours for cancer diagnosis, from large number of MRI images, is both a difficult and time-consuming task. There is a need for automatic brain tumour image segmentation. The purpose of this project is to provide an automatic brain tumour segmentation method of MRI images to help locate the tumour accurately and quickly.
翻译:早期诊断脑肿瘤在改善治疗可能性和提高患者存活率方面起着关键作用。从大量磁共振成像中人工分割用于癌症诊断的脑肿瘤是一项困难和耗时的任务。需要自动脑肿瘤图像分割。该项目的目的是提供一种自动脑肿瘤分离法,即磁共振成像,帮助准确和快速定位肿瘤。