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Pancreatic cancer is often visible in hindsight on earlier scans. Software trained on those pre-diagnostic scans could flag subtle changes while surgery is still possible.
Retrospective studies (Mayo Clinic, Johns Hopkins FELIX project) show deep learning detects pancreatic cancer on pre-diagnostic CTs 3-36 months before clinical diagnosis with high AUC. Propose training on multi-institution pre-diagnostic scan cohorts and prospective deployment on abdominal CTs of patients over 50 with new-onset diabetes or weight loss.
Shares Early detection of cancer, Mayo Clinic, Intraductal papillary mucinous neoplasm and other pancreatic cystic precursors, CT (computed tomography).
Shares Early detection of cancer, Intraductal papillary mucinous neoplasm and other pancreatic cystic precursors, The hardest cancers are found late, Pancreatic ductal adenocarcinoma.
Shares Early detection of cancer, AI in radiology, CT (computed tomography), The hardest cancers are found late.
Shares Intraductal papillary mucinous neoplasm and other pancreatic cystic precursors, Johns Hopkins Hospital / Sidney Kimmel Comprehensive Cancer Center, Pancreatic ductal adenocarcinoma.
Shares Early detection of cancer, AI in radiology, CT (computed tomography), The hardest cancers are found late.
Shares Early detection of cancer, Johns Hopkins Hospital / Sidney Kimmel Comprehensive Cancer Center, The hardest cancers are found late.
Shares Early detection of cancer, The hardest cancers are found late.
Shares Early detection of cancer, The hardest cancers are found late.