Deep Learning–based Detection of Solid and Cystic Pancreatic Neoplasms at Contrast-enhanced CT

Fully Automatic Deep Learning Framework for Pancreatic Ductal Adenocarcinoma Detection on Computed Tomography

(2022) Natália Alves et al.   Cancers

Automated Detection of Pancreatic Cystic Lesions on CT Using Deep Learning

(2021) Lorraine Abel et al.   Diagnostics

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

(2020) Fabian Isensee et al.   NATURE METHODS

Deep Learning to Classify Intraductal Papillary Mucinous Neoplasms Using Magnetic Resonance Imaging

(2019) Juan E. Corral et al.   PANCREAS

Diagnostic ability of artificial intelligence using deep learning analysis of cyst fluid in differentiating malignant from benign pancreatic cystic lesions

(2019) Yusuke Kurita et al.   Scientific Reports

Current Applications and Future Impact of Machine Learning in Radiology

(2018) Garry Choy et al.   RADIOLOGY

A Bottom-Up Approach for Pancreas Segmentation Using Cascaded Superpixels and (Deep) Image Patch Labeling

(2017) Amal Farag et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Association Between Advances in High-Resolution Cross-Section Imaging Technologies and Increase in Prevalence of Pancreatic Cysts From 2005 to 2014

(2016) Maria Moris et al.   Clinical Gastroenterology and Hepatology

Pancreatic Cyst Disease

(2016) Alexander Stark et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

(2015) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

Understanding and Confronting Our Mistakes: The Epidemiology of Error in Radiology and Strategies for Error Reduction

(2015) Michael A. Bruno et al.   RADIOGRAPHICS

Understanding the Direction of Bias in Studies of Diagnostic Test Accuracy

(2013) Michael A. Kohn et al.   ACADEMIC EMERGENCY MEDICINE

Use of Diagnostic Imaging Studies and Associated Radiation Exposure for Patients Enrolled in Large Integrated Health Care Systems, 1996-2010

(2012) Rebecca Smith-Bindman et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Incidentally discovered solid pancreatic masses: imaging and clinical observations

(2011) Margaret Goodman et al.   ABDOMINAL IMAGING

Prevalence of Unsuspected Pancreatic Cysts on MDCT

(2008) Thomas A. Laffan et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Evaluating the Impact of a Single-Day Multidisciplinary Clinic on the Management of Pancreatic Cancer

(2008) Timothy M. Pawlik et al.   ANNALS OF SURGICAL ONCOLOGY