# Assessing the robustness of a machine-learning model for early detection of pancreatic adenocarcinoma (PDA): evaluating resilience to variations in image acquisition and radiomics workflow using image perturbation methods

> Research article (Abdominal Radiology, 2024) · cited 21× · AI/ML

**Wikidata**: [openalex:W4390583128](https://www.wikidata.org/wiki/openalex:W4390583128)  
**Source**: https://4ort.xyz/entity/assessing-the-robustness-of-a-machine-learning-model-for-early-detection-of-pancreatic-adenocarcinoma-pda-evaluating-res