Artificial intelligence and improved early detection for pancreatic cancer
Jun Zhong, Jianxin Shi, Laufey T. Ámundadóttir
Abstract
Due mainly to a late stage at diagnosis and lack of effective treatment modalities, pancreatic cancer (PC) is a highly lethal malignancy with an overall 5-year survival rate of only 12%.1 Separating patients into those diagnosed with late-stage disease with distant metastases and those diagnosed with localized tumors reveals a striking difference of 3% vs. 44% 5-year survival rates, respectively. Increasing the fraction of patients detected at an early stage, when PC is most likely to be curable, could therefore be of a major benefit.
Topics & Concepts
Pancreatic cancerMedicineCancerMalignancyStage (stratigraphy)PopulationCancer registryDiseaseMagnetic resonance imagingOncologyInternal medicineEndoscopic ultrasoundRadiologyBiologyPaleontologyEnvironmental healthPancreatic and Hepatic Oncology ResearchAI in cancer detectionCancer Genomics and Diagnostics