Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis
Sovanlal Mukherjee, Anurima Patra, Hala Khasawneh, Panagiotis Korfiatis, Naveen Rajamohan, Garima Suman, Shounak Majumder, Ananya Panda, Matthew P. Johnson, Nicholas B. Larson, Darryl Wright, Timothy L. Kline, Joel G. Fletcher, Suresh T. Chari, Ajit H. Goenka
Topics & Concepts
MedicineConfidence intervalRadiomicsArtificial intelligenceSupport vector machineLogistic regressionPancreatic cancerReceiver operating characteristicRadiologyNuclear medicineInternal medicineCancerComputer sciencePancreatic and Hepatic Oncology ResearchRadiomics and Machine Learning in Medical ImagingPancreatitis Pathology and Treatment