Application of artificial intelligence in pancreas endoscopic ultrasound imaging-A systematic review

F Rousta, A Esteki, A Sadeghi, PK Moghadam… - Computer Methods and …, 2024 - Elsevier
The pancreas is a vital organ in digestive system which has significant health implications. It
is imperative to evaluate and identify malignant pancreatic lesions promptly in light of the …

Artificial Intelligence in Endoscopic Ultrasonography-Guided Fine-Needle Aspiration/Biopsy (EUS-FNA/B) for Solid Pancreatic Lesions: Opportunities and Challenges

X Qin, T Ran, Y Chen, Y Zhang, D Wang, C Zhou… - Diagnostics, 2023 - mdpi.com
Solid pancreatic lesions (SPLs) encompass a variety of benign and malignant diseases and
accurate diagnosis is crucial for guiding appropriate treatment decisions. Endoscopic …

Validation of a real-time biliopancreatic endoscopic ultrasonography analytical device in China: a prospective, single-centre, randomised, controlled trial

HL Wu, LW Yao, HY Shi, LL Wu, X Li… - The Lancet Digital …, 2023 - thelancet.com
Background Endoscopic ultrasonography (EUS) is a key procedure for the diagnosis of
biliopancreatic diseases. However, the performance among EUS endoscopists varies …

Multi-purposed diagnostic system for ovarian endometrioma using CNN and transformer networks in ultrasound

Y Li, B Zhao, L Wen, R Huang, D Ni - Biomedical Signal Processing and …, 2024 - Elsevier
Objective Ovarian endometrioma (OMA) is one of the most common ovarian cysts
worldwide, seriously impairing the reproductive function of females. Accurate diagnosis is of …

An Enhanced RNN-LSTM Model for Fundus Image Classification to Diagnose Glaucoma

HN Veena, KK Patil, P Vanajakshi, A Ambore… - SN Computer …, 2024 - Springer
In the current medical implications, one of the leading ocular diseases is Glaucoma which
majorly damage the Optic Nerve Head (ONH) of the eye retina. The intraocular pressure of …

A Semi-Supervised Learning Framework for Classifying Colorectal Neoplasia Based on the NICE Classification

Y Wang, H Ni, J Zhou, L Liu, J Lin, M Yin, J Gao… - Journal of Imaging …, 2024 - Springer
Labelling medical images is an arduous and costly task that necessitates clinical expertise
and large numbers of qualified images. Insufficient samples can lead to underfitting during …

ARE OUR PREDICTIONS HEALTHY? A COMPARATIVE META-ANALYSIS OF MACHINE LEARNING STUDIES IN PREDICTIVE HEALTHCARE

K Heinrich, A Keshavarzi - 2024 - aisel.aisnet.org
Predictive healthcare in the case of pancreatic neuroendocrine tumors (PNETs) is a crucial
operation as treatment challenges arise due to the heterogeneity of the disease. Surgical …