Framework for the Restoration of Capsule Endoscopy Images Using Partial Differential Equations-based Filter
Sign Up to like & getrecommendations! Published in 2021 at "Iete Journal of Research"
DOI: 10.1080/03772063.2021.1878941
Abstract: This study presents a design and experimental results of a novel noise reduction framework for capsule endoscopy (CE) images. CE images exhibit random noise, motion blur, and illumination related d... read more here.
Keywords: framework restoration; endoscopy images; capsule endoscopy;
No-reference image quality assessment for confocal endoscopy images with perceptual local descriptor
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Biomedical Optics"
DOI: 10.1117/1.jbo.27.5.056503
Abstract: Abstract. Significance: Confocal endoscopy images often suffer distortions, resulting in image quality degradation and information loss, increasing the difficulty of diagnosis and even leading to misdiagnosis. It is important to assess image quality and filter… read more here.
Keywords: image quality; endoscopy images; quality; confocal endoscopy ... See more keywords
Feature matching for texture-less endoscopy images via superpixel vector field consistency.
Sign Up to like & getrecommendations! Published in 2022 at "Biomedical optics express"
DOI: 10.1364/boe.450259
Abstract: Feature matching is an important technology to obtain the surface morphology of soft tissues in intraoperative endoscopy images. The extraction of features from clinical endoscopy images is a difficult problem, especially for texture-less images. The… read more here.
Keywords: vector field; texture less; endoscopy images; feature ... See more keywords
Intelligent Computer-Aided Diagnostic System for Magnifying Endoscopy Images of Superficial Esophageal Squamous Cell Carcinoma
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DOI: 10.3390/app10082771
Abstract: Predicting the depth of invasion of superficial esophageal squamous cell carcinomas (SESCCs) is important when selecting treatment modalities such as endoscopic or surgical resections. Recently, the Japanese Esophageal Society (JES) proposed a new simplified classification… read more here.
Keywords: superficial esophageal; system; magnifying endoscopy; squamous cell ... See more keywords
A Novel Multi-Feature Fusion Method for Classification of Gastrointestinal Diseases Using Endoscopy Images
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12102316
Abstract: The first step in the diagnosis of gastric abnormalities is the detection of various abnormalities in the human gastrointestinal tract. Manual examination of endoscopy images relies on a medical practitioner’s expertise to identify inflammatory regions… read more here.
Keywords: gastrointestinal diseases; endoscopy images; endoscopy; feature ... See more keywords
Enhanced segmentation of gastrointestinal polyps from capsule endoscopy images with artifacts using ensemble learning
Sign Up to like & getrecommendations! Published in 2022 at "World Journal of Gastroenterology"
DOI: 10.3748/wjg.v28.i41.5931
Abstract: BACKGROUND Endoscopy artifacts are widespread in real capsule endoscopy (CE) images but not in high-quality standard datasets. AIM To improve the segmentation performance of polyps from CE images with artifacts based on ensemble learning. METHODS… read more here.
Keywords: capsule endoscopy; ensemble learning; endoscopy images; images artifacts ... See more keywords