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Abstract #3597

Development and validation of an MRI-based radiomics nomogram to predict progression-free survival in patients with endometrial cancer

Ling Liu1, Xiaodong Ji2, Caihong Liang3, Jinxia Zhu4, and Wen Shen2
1The First Central Clinical College of Tianjin Medical University, Tianjin, China, Tianjin, China, 2First Central Hospital, Tianjin, China, Tianjin, China, 3Jinghai Hospital, Tianjin, China, Tianjin, China, 4Siemens Healthineers Ltd., Beijing, China

Synopsis

Keywords: Diagnosis/Prediction, Radiomics

Motivation: There is no appropriate index to assess the prognosis of patients with endometrial cancer after surgery.

Goal(s): Our goal was to explore the value of an MRI-based radiomics nomogram in predicting the progression-free survival (PFS) of patients with endometrial cancer.

Approach: A nomogram was established using multivariable Cox regression by incorporating significant clinical-pathological predictors and radiomics signatures developed by another least absolute shrinkage and selection operator Cox regression.

Results: The nomogram proved itself valuable in predicting PFS. Furthermore, the radiomics nomogram–defined risk stratification was associated with PFS.

Impact: The novel nomogram may contribute to the precise stratification of patients with a high risk of progression. Therefore, more active follow-up and adjuvant therapy should be carried out after surgery to prolong and improve the patients' quality of life.

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