[HTML][HTML] Popular deep learning algorithms for disease prediction: a review

Z Yu, K Wang, Z Wan, S Xie, Z Lv - Cluster Computing, 2023 - Springer
Due to its automatic feature learning ability and high performance, deep learning has
gradually become the mainstream of artificial intelligence in recent years, playing a role in …

[HTML][HTML] EUS-Guided Diagnosis of Gastric Subepithelial Lesions, What Is New?

T Vasilakis, D Ziogas, G Tziatzios, P Gkolfakis… - Diagnostics, 2023 - mdpi.com
Gastric subepithelial lesions (SELs) are intramural lesions that arise underneath the gastric
mucosa. SELs can be benign, but can also be malignant or have malignant potential …

Artificial intelligence-assisted endoscopic ultrasound in the diagnosis of gastrointestinal stromal tumors: A meta-analysis

B Zhang, F Zhu, P Li, J Zhu - Surgical Endoscopy, 2023 - Springer
Abstract Background and Aims Endoscopic ultrasonography (EUS) is useful for the
diagnosis of gastrointestinal stromal tumors (GISTs), but is limited by subjective …

[HTML][HTML] A systematic review on application of deep learning in digestive system image processing

H Zhuang, J Zhang, F Liao - The Visual Computer, 2023 - Springer
With the advent of the big data era, the application of artificial intelligence represented by
deep learning in medicine has become a hot topic. In gastroenterology, deep learning has …

Differentiating gastrointestinal stromal tumors from leiomyomas using a neural network trained on endoscopic ultrasonography images

G Seven, G Silahtaroglu, OO Seven, H Senturk - Digestive Diseases, 2022 - karger.com
Background: Endoscopic ultrasonography (EUS) is crucial to diagnose and evaluate
gastrointestinal mesenchymal tumors (GIMTs). However, EUS-guided biopsy does not …

Artificial intelligence in endoscopic ultrasonography: risk stratification of gastric gastrointestinal stromal tumors

Y Lu, L Chen, J Wu, L Er, H Shi… - Therapeutic …, 2023 - journals.sagepub.com
Background: Previous studies have identified useful endoscopic ultrasonography (EUS)
features to predict the malignant potential of gastrointestinal stromal tumors (GISTs) …

Multi-task learning with hierarchical guidance for locating and stratifying submucosal tumors

R Zhang, F Zhang, S Qin, D Fan, C Fang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Locating and stratifying the submucosal tumor of the digestive tract from endoscopy
ultrasound (EUS) images are of vital significance to the preliminary diagnosis of tumors …

[HTML][HTML] Application of artificial intelligence in the diagnosis of subepithelial lesions using endoscopic ultrasonography: a systematic review and meta-analysis

XY Liu, W Song, T Mao, Q Zhang, C Zhang… - Frontiers in …, 2022 - frontiersin.org
Endoscopic ultrasonography (EUS) is the most common method for diagnosing
gastrointestinal subepithelial lesions (SELs); however, it usually requires histopathological …

[HTML][HTML] Endoscopic ultrasound artificial intelligence-assisted for prediction of gastrointestinal stromal tumors diagnosis: A systematic review and meta-analysis

RSA Gomes, GHP de Oliveira… - World Journal of …, 2023 - ncbi.nlm.nih.gov
BACKGROUND Subepithelial lesions (SELs) are gastrointestinal tumors with
heterogeneous malignant potential. Endoscopic ultrasonography (EUS) is the leading …

[HTML][HTML] Natural course of asymptomatic upper gastrointestinal subepithelial lesion of 2 cm or less in size

D Kim, S Cho, SY Park, HS You, YW Jung… - Journal of Clinical …, 2022 - mdpi.com
There is limited evidence of a natural course of an upper gastrointestinal (UGI)-subepithelial
lesion (SEL) of 2 cm or less in size. This study aims to determine the natural course of UGI …