Lymph-vascular space invasion prediction in cervical cancer: Exploring radiomics and deep learning multilevel features of tumor and peritumor tissue on multiparametric MRI

Author:

Hua Wenqing,Xiao Taohui,Jiang Xiran,Liu Zaiyi,Wang Meiyun,Zheng Hairong,Wang Shanshan

Funder

National Natural Science Foundation of China

Key-Area Research and Development Program of GuangDong Province

Science and Technology Planning Project of Guangdong Province

Basic Research Program of Shenzhen

Youth Innovation Promotion Association Program of Chinese Academy of Sciences

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing

Reference33 articles.

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2. Lymphatic metastasis in the absence of functional intratumor lymphatics;Padera;Science,2002

3. A multivariate analysis of blood vessel and lymph vessel invasion as predictors of ovarian and lymph node metastases in patients with cervical carcinoma;Sakuragi;Cancer-Am. Cancer Soc.,2000

4. Lymphovascular invasion predicts clinical outcomes in patients with node-negative upper tract urothelial carcinoma;Kikuchi;J. Clin. Oncol.,2009

5. Influence of quantity of lymph vascular space invasion on time to recurrence in women with early-stage squamous cancer of the cervix;Chernofsky;Gynecol. Oncol.,2006

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