Artificial intelligence in endoscopic ultrasound for pancreatic cancer: where are we now and what does the future entail?

DS Dahiya, M Al-Haddad, S Chandan… - Journal of clinical …, 2022 - mdpi.com
Pancreatic cancer is a highly lethal disease associated with significant morbidity and
mortality. In the United States (US), the overall 5-year relative survival rate for pancreatic …

Development of a novel evaluation method for endoscopic ultrasound-guided fine-needle biopsy in pancreatic diseases using artificial intelligence

T Ishikawa, M Hayakawa, H Suzuki, E Ohno, Y Mizutani… - Diagnostics, 2022 - mdpi.com
We aimed to develop a new artificial intelligence (AI)-based method for evaluating
endoscopic ultrasound-guided fine-needle biopsy (EUS-FNB) specimens in pancreatic …

Role of endoscopic ultrasound in diagnosis of pancreatic ductal adenocarcinoma

A Chatterjee, J Shah - Diagnostics, 2023 - mdpi.com
Pancreatic ductal adenocarcinoma (PDAC) is the most common (90%) type of solid
pancreatic neoplasm. Due to its late presentation and poor survival rate, early diagnosis and …

A deep learning model to detect pancreatic ductal adenocarcinoma on endoscopic ultrasound-guided fine-needle biopsy

Y Naito, M Tsuneki, N Fukushima, Y Koga, M Higashi… - Scientific reports, 2021 - nature.com
Histopathological diagnosis of pancreatic ductal adenocarcinoma (PDAC) on endoscopic
ultrasonography-guided fine-needle biopsy (EUS-FNB) specimens has become the …

[HTML][HTML] Applications of endoscopic ultrasound in pancreatic cancer

LP Luz, MA Al-Haddad, MSL Sey… - World Journal of …, 2014 - ncbi.nlm.nih.gov
Since the introduction of endoscopic ultrasound guided fine-needle aspiration (EUS-FNA),
EUS has assumed a growing role in the diagnosis and management of pancreatic ductal …

Diagnosis of pancreatic neoplasia with EUS and FNA: a report of accuracy

BG Turner, S Cizginer, D Agarwal, J Yang… - Gastrointestinal …, 2010 - Elsevier
BACKGROUND: EUS-guided FNA has the potential to provide diagnostic cytologic material
from pancreatic lesions that are suspicious for malignancy. OBJECTIVE: To determine the …

Accuracy of EUS and CEH EUS for the diagnosis of pancreatic tumours

B Bunganič, M Laclav, T Dvořáková… - Scandinavian Journal …, 2018 - Taylor & Francis
Objectives: The main objective is to compare the accuracy of EUS and CEH EUS for the
diagnosis of pancreatic cancer (PC). The secondary objective is to evaluate the accuracy of …

[HTML][HTML] Staining for p53 and Ki-67 increases the sensitivity of EUS-FNA to detect pancreatic malignancy

AW Jahng, S Reicher, D Chung, D Varela… - World Journal of …, 2010 - ncbi.nlm.nih.gov
AIM: To investigate whether tumor marker staining can improve the sensitivity of endoscopic
ultrasound-guided fine needle aspiration (EUS-FNA) to diagnose pancreatic malignancy …

EUS/EUS-FNA for suspected pancreatic cancer: influence of chronic pancreatitis and clinical presentation with or without obstructive jaundice on performance …

NB Krishna, M Mehra, AV Reddy, B Agarwal - Gastrointestinal endoscopy, 2009 - Elsevier
BACKGROUND: The clinical utility of EUS-FNA is debated in patients with obstructive
jaundice (ObJ) because of a very high pretest probability of pancreatobiliary malignancy …

Prospective assessment of pancreatic ductal adenocarcinoma diagnosis from endoscopic ultrasonography images with the assistance of deep learning

J Gu, J Pan, J Hu, L Dai, K Zhang, B Wang, M He… - Cancer, 2023 - Wiley Online Library
Background Endosonographers are highly dependent on the diagnosis of pancreatic ductal
adenocarcinoma (PDAC). The objectives of this study were to develop a deep‐learning …