ArticleClinical endoscopy2018
Application of Artificial Intelligence in Capsule Endoscopy: Where Are We Now?
Article in Clinical endoscopy, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Computer-Aided Bleeding Detection Algorithms for Capsule Endoscopy: A Systematic Review.Sensors (Basel, Switzerland) · 2023Pooled it
- Recent technological advances in video capsule endoscopy: a comprehensive review.Clinical endoscopy · 2026Review
- Recognizing schizophrenia using facial expressions based on convolutional neural network.Brain and behavior · 2023Article
- Automatic Classification of GI Organs in Wireless Capsule Endoscopy Using a No-Code Platform-Based Deep Learning Model.Diagnostics (Basel, Switzerland) · 2023Article
- Convolutional neural network-based segmentation network applied to image recognition of angiodysplasias lesion under capsule endoscopy.World journal of gastroenterology · 2023Article
- Small Bowel Detection for Wireless Capsule Endoscopy Using Convolutional Neural Networks with Temporal Filtering.Diagnostics (Basel, Switzerland) · 2022Article
- Video Capsule Endoscopy in Gastroenterology.Gastroenterology research · 2022Review
- Clinical impact of wireless capsule endoscopy for small bowel investigation (Review).Experimental and therapeutic medicine · 2022Review
- Applicability of colon capsule endoscopy as pan-endoscopy: From bowel preparation, transit, and rating times to completion rate and patient acceptance.Endoscopy international open · 2021Article
- Editors' Choice of Noteworthy Clinical Endoscopy Publications in the First Decade.Clinical endoscopy · 2021Article
- Efficacy of a comprehensive binary classification model using a deep convolutional neural network for wireless capsule endoscopy.Scientific reports · 2021Article
- The role of computer-assisted systems for upper-endoscopy quality monitoring and assessment of gastric lesions.Gastroenterology report · 2021Review
- Video capsule endoscopy: pushing the boundaries with software technology.Translational gastroenterology and hepatology · 2021Review
- Artificial Intelligence in Gastrointestinal Endoscopy.Clinical endoscopy · 2020Article
- Recent Development of Computer Vision Technology to Improve Capsule Endoscopy.Clinical endoscopy · 2019Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Unlike wired endoscopy, capsule endoscopy requires additional time for a clinical specialist to review the operation and examine the lesions. To reduce the tedious review time and increase the accuracy of medical examinations, various approaches have been reported based on artificial intelligence for computer-aided diagnosis. Recently, deep learning-based approaches have been applied to many possible areas, showing greatly improved performance, especially for image-based recognition and classification. By reviewing recent deep learning-based approaches for clinical applications, we present the current status and future direction of artificial intelligence for capsule endoscopy.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.