Deep learning nomogram for predicting lymph node metastasis using computed tomography image in cervical cancer.

Journal: Acta radiologica (Stockholm, Sweden : 1987)

Published Date: Dec 7, 2021

BACKGROUND: Deep learning (DL) has been used on medical images to grade, differentiate, and predict prognosis in many tumors.

Peijun Li

Department of Radiology, 71537Jiangmen Central Hospital, Jiangmen, Guangdong Province, PR China.
Bao Feng

The Department of Radiology, Jiangmen Central Hospital/Affiliated Jiangmen Hospital of Sun Yat-Sen University, No. 23 Haibang Street, Jiangmen, 529000, Guangdong, China.
Yu Liu

Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Science, Beijing, China.
Yehang Chen

Biomedical and Artificial Intelligence Laboratory, Guilin University of Aerospace Technology, Guilin, China.
Haoyang Zhou

School of Electronic Information and Automation, 326768Guilin University of Aerospace Technology, Guilin, Guangxi Province, PR China.
Yuan Chen

Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032.
Wenming Li

Department of Nutrition, 71537Jiangmen Central Hospital, Jiangmen, Guangdong Province, PR China.
Wansheng Long

Department of Radiology, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Guangdong Medical University, Affiliated Jiangmen Hospital of SUN YAT-SEN University, 23 Beijie Haibang Street, Jiangmen, 529030, China.

Deep Learning Female Humans Lymph Nodes Lymphatic Metastasis Nomograms Retrospective Studies Tomography, X-Ray Computed Uterine Cervical Neoplasms

View on PubMed Access via DOI PubMed (34874188)