Application of artificial intelligence in PET/CT for the therapy prediction and prognosis evaluation of malignant tumors
10.3760/cma.j.cn321828-20210507-00154
- VernacularTitle:人工智能在PET/CT恶性肿瘤疗效预测和预后评估中的应用
- Author:
Xiaoying LYU
1
;
Xiaoli LAN
Author Information
1. 华中科技大学同济医学院附属协和医院核医学科、分子影像湖北省重点实验室，武汉 430022
- Keywords:
Neoplasms;
Artificial intelligence;
Prognosis;
Positron-emission tomography;
Tomography, X-ray computed;
Trends
- From:
Chinese Journal of Nuclear Medicine and Molecular Imaging
2022;42(12):754-758
- CountryChina
- Language:Chinese
-
Abstract:
PET plays an important role in diagnosis, staging, treatment response assessment, recurrence surveillance, follow-up and treatment guidance for the malignancy. Artificial intelligence is the scientific fields using computer and other advanced technologies to simulate human intelligent behaviors and critical thinking, among which machine learning and deep learning are most widely used in medicine. Available big data, the progress of computer science and computational capabilities facilitate the application of artificial intelligence in image analysis. This article reviews the current clinical application research of artificial intelligence in PET/CT imaging used for prognosis and prediction of malignant tumors, and puts forward current challenges and prospects for the future.
