Digital image analysis of EUS images accurately differentiates pancreatic cancer from chronic pancreatitis and normal tissue

A Das, CC Nguyen, F Li, B Li - Gastrointestinal endoscopy, 2008 - Elsevier
BACKGROUND: Concomitant changes of chronic pancreatitis markedly degrade the
performance of EUS in diagnosing pancreatic adenocarcinoma (PC). Digital image analysis …

Differential diagnosis of pancreatic cancer from normal tissue with digital imaging processing and pattern recognition based on a support vector machine of EUS …

MM Zhang, H Yang, ZD Jin, JG Yu, ZY Cai… - Gastrointestinal …, 2010 - Elsevier
BACKGROUND:: EUS can detect morphologic abnormalities of pancreatic cancer with high
sensitivity but with limited specificity. OBJECTIVE:: To develop a classification model for …

Neural network analysis of EUS images to differentiate between pancreatic malignancy and pancreatitis

ID Norton, Y Zheng, MS Wiersema, J Greenleaf… - Gastrointestinal …, 2001 - Elsevier
Background: The differentiation of focal pancreatitis and pancreatic adenocarcinoma is
problematic and often resolved only by pancreaticoduodenectomy. EUS is the most …

Differentiation of pancreatic cancer and chronic pancreatitis using computer-aided diagnosis of endoscopic ultrasound (EUS) images: a diagnostic test

M Zhu, C Xu, J Yu, Y Wu, C Li, M Zhang, Z Jin, Z Li - PloS one, 2013 - journals.plos.org
Background Differentiating pancreatic cancer (PC) from normal tissue by computer-aided
diagnosis of EUS images were quite useful. The current study was designed to investigate …

Application of artificial intelligence for diagnosis of pancreatic ductal adenocarcinoma by EUS: a systematic review and meta-analysis

T Prasoppokakorn, T Tiyarattanachai… - Endoscopic …, 2022 - journals.lww.com
EUS-guided tissue acquisition carries certain risks from unnecessary needle puncture in the
low-likelihood lesions. Artificial intelligence (AI) system may enable us to resolve these …

A new descriptor for computer-aided diagnosis of EUS imaging to distinguish autoimmune pancreatitis from chronic pancreatitis

J Zhu, L Wang, Y Chu, X Hou, L Xing, F Kong… - Gastrointestinal …, 2015 - Elsevier
Background and Aims Computer-aided diagnosis of EUS images was quite useful in
differentiating pancreatic cancer from normal tissue and chronic pancreatitis. This study …

Use of EUS-FNA in diagnosing pancreatic neoplasm without a definitive mass on CT

W Wang, A Shpaner, SG Krishna, WA Ross… - Gastrointestinal …, 2013 - Elsevier
BACKGROUND: Diagnosis of pancreatic neoplasm is challenging in patients with
inconclusive findings on pancreatic multidetector row CT (MDCT). OBJECTIVE: To …

Deep learning analysis for the detection of pancreatic cancer on endosonographic images: a pilot study

R Tonozuka, T Itoi, N Nagata, H Kojima… - Journal of Hepato …, 2021 - Wiley Online Library
Abstract Background/Purpose The application of artificial intelligence to clinical diagnostics
using deep learning has been developed in recent years. In this study, we developed an …

Application of artificial intelligence in diagnosis of pancreatic malignancies by endoscopic ultrasound: A systemic review

H Goyal, SAA Sherazi, S Gupta… - Therapeutic …, 2022 - journals.sagepub.com
Background: Pancreatic cancer (PC) is a highly fatal malignancy with a global overall 5-year
survival of under 10%. Screening of PC is not recommended outside of clinical trials …

Discriminating chronic pancreatitis from pancreatic cancer: Contrast-enhanced EUS and multidetector computed tomography in direct comparison

FJ Harmsen, D Domagk, CF Dietrich… - Endoscopic …, 2018 - journals.lww.com
Results: Sensitivity and specificity for MDCT were 89% and 70% and for CEHMI-EUS were
96% and 91%, respectively. Sensitivities and specificities for EUS were 92% and 63% for B …