AIMC Topic: Gastroscopy

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Scalable gastroscopic video summarization via similar-inhibition dictionary selection.

Artificial intelligence in medicine Aug 18, 2015
OBJECTIVE: This paper aims at developing an automated gastroscopic video summarization algorithm to assist clinicians to more effectively go through the abnormal contents of the video.
Stomach Diseases Predictive Value of Tests Video Recording Pattern Recognition, Automated Image Interpretation, Computer-Assisted Algorithms Gastroscopy Reproducibility of Results Data Compression Case-Control Studies Humans Artificial Intelligence
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Artificial intelligence for early gastric cancer boundary recognition in NBI and nF-NBI endoscopic images.

Scandinavian journal of gastroenterology Jul 1, 2025
OBJECTIVES: Precise delineation of early gastric cancer (EGC) margins is essential for complete resection during endoscopic submucosal dissection. This study aimed to develop deep learning-based models for EGC boundary detection in narrow-band imagin...
Female Stomach Neoplasms Male Humans Neural Networks, Computer Artificial Intelligence Deep Learning Margins of Excision Early Detection of Cancer Endoscopic Mucosal Resection Gastroscopy Narrow Band Imaging
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Application of artificial intelligence in the detection of Borrmann type 4 advanced gastric cancer in upper endoscopy (with video).

Cancer Feb 15, 2025
BACKGROUND: Borrmann type-4 (B-4) advanced gastric cancer is challenging to diagnose through routine endoscopy, leading to a poor prognosis. The objective of this study was to develop an artificial intelligence (AI)-based system capable of detecting ...
Humans Artificial Intelligence Stomach Neoplasms Aged Middle Aged Retrospective Studies Sensitivity and Specificity Aged, 80 and over Male Video Recording Female Adult Gastroscopy
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Swallowable, Remote- Controlled Robot Tours the Stomach, Transmits Live Video.

IEEE pulse Jan 1, 2025
A pill-sized remote-operated vehicle that takes and transmits live video of the inside of a person's stomach could be on the market as early as 2026.
Robotics Equipment Design Clinical Trials as Topic Humans Capsule Endoscopes Capsule Endoscopy Stomach Gastroscopy
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[Research progress on endoscopic image diagnosis of gastric tumors based on deep learning].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Dec 25, 2024
Gastric tumors are neoplastic lesions that occur in the stomach, posing a great threat to human health. Gastric cancer represents the malignant form of gastric tumors, and early detection and treatment are crucial for patient recovery. Endoscopic exa...
Deep Learning Gastroscopy Humans Algorithms Stomach Neoplasms Diagnosis, Computer-Assisted
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Deep learning-based anatomical position recognition for gastroscopic examination.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: The gastroscopic examination is a preferred method for the detection of upper gastrointestinal lesions. However, gastroscopic examination has high requirements for doctors, especially for the strict position and quantity of the archived i...
Stomach Gastroscopy Neural Networks, Computer Humans Deep Learning
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Applications of artificial intelligence in gastroscopy: a narrative review.

The Journal of international medical research Jan 1, 2024
Gastroscopy, a critical tool for the diagnosis of upper gastrointestinal diseases, has recently incorporated artificial intelligence (AI) technology to alleviate the challenges involved in endoscopic diagnosis of some lesions, thereby enhancing diagn...
Artificial Intelligence Gastroscopy Humans
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Diagnostic Performance of Deep Learning Models for Gastric Intestinal Metaplasia Detection in Narrow-band Images.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
Gastric Intestinal Metaplasia (GIM) is one of the precancerous conditions in the gastric carcinogenesis cascade and its optical diagnosis during endoscopic screening is challenging even for seasoned endoscopists. Several solutions leveraging pre-trai...
Deep Learning Precancerous Conditions Stomach Gastroscopy Metaplasia Humans
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Evaluation of deep learning methods for early gastric cancer detection using gastroscopic images.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2023
BACKGROUND: A timely diagnosis of early gastric cancer (EGC) can greatly reduce the death rate of patients. However, the manual detection of EGC is a costly and low-accuracy task. The artificial intelligence (AI) method based on deep learning is cons...
Humans Neural Networks, Computer Artificial Intelligence Early Detection of Cancer Stomach Neoplasms Gastroscopy Deep Learning
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High Accuracy of Convolutional Neural Network for Evaluation of Helicobacter pylori Infection Based on Endoscopic Images: Preliminary Experience.

Clinical and translational gastroenterology Dec 1, 2019
OBJECTIVES: Application of artificial intelligence in gastrointestinal endoscopy is increasing. The aim of the study was to examine the accuracy of convolutional neural network (CNN) using endoscopic images for evaluating Helicobacter pylori (H. pylo...
Retrospective Studies Female Gastroscopy Adult Endoscopy, Gastrointestinal Carbon Isotopes Humans Helicobacter Infections Gastric Mucosa Pilot Projects Male Helicobacter pylori Breath Tests ROC Curve Middle Aged Image Processing, Computer-Assisted Decision Support Systems, Clinical Deep Learning Biopsy
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