A pretrained artificial intelligence model demonstrates a high sensitivity in detecting pancreatic cancer on CT scans, a new study finds.
on CT scans at diagnosis, with a 53.9% sensitivity for scans taken 1 year or more before diagnosis. The model demonstrated a sensitivity of 82.9% for stage I pancreatic cancer detection, suggesting potential for earlier diagnosis.This analysis included 1083 patients with biopsy-confirmed pancreatic cancer from Danish medical registries between 2006 and 2016.
The PANCANAI model, previously trained on 2134 portal venous CT scans, was tested for pancreatic cancer detection through lesion identification and main pancreatic duct dilation assessment.The AI model demonstrated a high sensitivity of 91.8% for concurrent diagnosis scans and 68.7% for prediagnosis scans.
Pancreatic Cancer Cancer Of The Pancreas Computed Tomography CT Ct Scan UK Site Content United Kingdom Site Content United Kingdom UK Scan Cancer Malignant Neoplasia Carcinoma Malignant Neoplasm Artificial Intelligence Deep Learning AI NPL Machine Learning ML Natural Language Processing Artificial Neural Networks Healthcare And Medical Technology Health And Medical Tech Health And Med Tech Health And Medical Technology Healthcare Technology Medical Technology. Cancer Diagnostics
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