Prediction Tool for Surgical Failure Risk After Neoadjuvant Therapy in PDAC
Abstract
Version 2.0.0 – iScience submission release Initial public release of the R source code associated with the manuscript: "Futility of Resection After Neoadjuvant Therapy in Pancreatic Ductal Adenocarcinoma" Submitted to iScience (Manuscript ID: ISCIENCE-D-25-10749R4) This release includes: Data preprocessing scripts Logistic regression model development Internal 5-fold cross-validation External validation procedures SHAP analysis code Shiny web application source code Clinical data are not publicly available due to patient privacy and institutional regulations. De-identified data may be requested from the corresponding author upon reasonable request. This version is archived for reproducibility and DOI generation via Zenodo.
Fields of Study & Subjects
Pancreatic and Hepatic Oncology Research
Cholangiocarcinoma and Gallbladder Cancer Studies
MRI in cancer diagnosis
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 25 February 2026
- Language
- EN