深度学习在脑肿瘤医学图像研究进展

Research progresses of deep learning in brain neoplasms imaging

近年来,随着人工智能相关技术不断发展,深度学习(DL)技术日益提高,已成为医学领域的研究热点。DL在医学图像中的深入研究,为精确诊断脑肿瘤、个体化治疗和预后评估带来全新发展方向。本文就DL在脑肿瘤医学图像中的应用现状及未来发展进行综述。

In recent years,with the continuous development of artificial intelligence related technologies,deep learning(DL)technology kept improving and had become a research hotspot in medical field.Research of DL in medical imaging has brought a new development direction for precise diagnosis,individualized treatment and prognosis evaluation of brain neoplasms.The current status and future development of DL in brain neoplasms medical images were reviewed in this paper.