Meeting Banner
Abstract #1390

Multi-parametric MRI-based Radiomics to Predict Prognosis of Patients with Stages II-III Rectal Cancer

Huijian Chen1, Muzhen He1, Mengzhou Sun2, Xiaoyun Liang3, and Mingping Ma1
1Shengli Clinical College of Fujian Medical University & Department of Radiology, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou 350001, China, 2Institute of Research and Clinical Innovations, Neusoft Medical Systems Co., Ltd, Beijing, China, 3Institute of Research and Clinical Innovations, Neusoft Medical Systems Co., Ltd, ShangHai, China

Synopsis

Keywords: Diagnosis/Prediction, Radiomics

Motivation: Radiomics shows great potential in the prognostic assessment of rectal cancer (RC), but there are fewer studies on radiomics for prognostic prediction in stages II-III RC.

Goal(s): To investigate the value of MRI-based radiomics in predicting the prognosis of stages II-III RC.

Approach: Pre-treatment T2WI and ADC maps were employed to extract features and build predictive models. Survival curves were plotted by using the Kaplan-Meier survival analysis and compared with the log-rank test.

Results: The radiomics model achieved the best efficacy in predicting disease free survival in patients with stage II-III RC and was also valuable in predicting overall survival.

Impact: The radiomics models can be used to predict prognosis RC patients. It has significant advantages, individualization radiomics model allows for more precise risk stratification and tailored treatment planning, which can improve patient outcomes.

How to access this content:

For one year after publication, abstracts and videos are only open to registrants of this annual meeting. Registrants should use their existing login information. Non-registrant access can be purchased via the ISMRM E-Library.

After one year, current ISMRM & ISMRT members get free access to both the abstracts and videos. Non-members and non-registrants must purchase access via the ISMRM E-Library.

After two years, the meeting proceedings (abstracts) are opened to the public and require no login information. Videos remain behind password for access by members, registrants and E-Library customers.

Click here for more information on becoming a member.

Keywords