Article

Investigating Long-term Prognostication of CT-based Radiomics for Subgroup of High-risk Localized Prostate Cancer Patients Treated by Whole-pelvic Radiotherapy

2022-10-04

Abstract excerpt

<title>Abstract</title> <p> <bold>Background</bold> To investigate capability of planning computed tomography (CT)-based radiomics for prediction of long-term prognostication, for the first time, in subgroup of high-risk localized prostate cancer (PCa) patients treated by whole-pelvic radiotherapy (WPRT). <bold>Methods</bold> A total of 64 high-risk localized PCa patients [training cohort (n=45) and validatio...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: b32cee24-3ac8-5598-a284-9c9b1229c3db
DOI: 10.21203/rs.3.rs-1976877/v2

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Investigating Long-term Prognostication of CT-based Radiomics for Subgroup of High-risk Localized Prostate Cancer Patients Treated by Whole-pelvic RadiotherapyDOI 10.21203/rs.3.rs-1976877/v2Read

Integrating Radiosensitivity Gene Signature Improves Prostate Cancer Outcome PredictionSemantic proximity Read

Predicting Response to Neoadjuvant Hormonal Therapy and Prognostic Outcomes in High-Risk Prostate Cancer Using MRI-Based RadiomicsSemantic proximity Read

Follow-up Analysis of Intermediate-risk Prostate Cancer Patients Staged With Psma PET/CTSemantic proximity Read

Comprehensive evaluation of machine learning models and gene expression signatures for prostate cancer prognosis using large population cohortsSemantic proximity Read

Local Tuning of Radiomics-Based Model for Predicting Pathological Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal CancerSemantic proximity Read

Machine Learning-Based Radiomics Model to Predict Benign and Malignant PI-RADS v2.1 Category 3 lesions : A Retrospective Multi-center StudySemantic proximity Read

Genomic Classifiers and Prognosis of Localized Prostate Cancer: A Systematic ReviewSemantic proximity Read

Integrated CT-derived radiomics for predicting ctDNA status and prognosis in resectable non-small cell lung cancerSemantic proximity Read

Construct lactylation-related genes prognostic model to effectively predict the disease-free survival and treatment responsiveness in prostate cancer based on machine learningSemantic proximity Read

Improved T staging diagnosis and outcome prediction of prostate cancer using genomic LASSO modelSemantic proximity Read

Constructing a lactylation-related genes prognostic model to effectively predict the disease-free survival and treatment responsiveness in prostate cancer based on machine learningSemantic proximity Read

Identification and validation of a prognostic 5-protein signature for biochemical recurrence following radical prostatectomy in prostate cancerSemantic proximity Read