AIMC Topic: Endoscopy

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Proceedings from the First Global Artificial Intelligence in Gastroenterology and Endoscopy Summit.

Gastrointestinal endoscopy Apr 25, 2020
BACKGROUND AND AIMS: Artificial intelligence (AI), specifically deep learning, offers the potential to enhance the field of GI endoscopy in areas ranging from lesion detection and classification to quality metrics and documentation. Progress in this ...
Endoscopy Gastroenterology Diagnostic Imaging Humans Artificial Intelligence Machine Learning
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Next generation of endoscopy: Harmony with artificial intelligence and robotic-assisted devices.

Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society Apr 9, 2020
Endoscopy Robotic Surgical Procedures Gastrointestinal Neoplasms Humans Artificial Intelligence
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Author commentary on Babu P. Mohan et al.

Endoscopy Mar 25, 2020
Robotics Ultrasonography, Interventional Esophageal and Gastric Varices Humans Endoscopy
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Content-aware specular reflection suppression based on adaptive image inpainting and neural network for endoscopic images.

Computer methods and programs in biomedicine Feb 28, 2020
In this article, a content-aware specular reflection suppression scheme was developed based on adaptive image inpainting and neural network for endoscopic images. To decrease the impact of specular reflection on visual quality, the proposed scheme co...
Neural Networks, Computer Algorithms Endoscopy Image Processing, Computer-Assisted Image Enhancement
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An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy.

Scientific reports Feb 17, 2020
We present a comprehensive analysis of the submissions to the first edition of the Endoscopy Artefact Detection challenge (EAD). Using crowd-sourcing, this initiative is a step towards understanding the limitations of existing state-of-the-art comput...
Datasets as Topic Stomach Urinary Bladder Image Interpretation, Computer-Assisted Artifacts International Cooperation Male Algorithms Imaging, Three-Dimensional Colon Female Esophagus Humans Endoscopy Uterus Neural Networks, Computer
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Fully automatic segmentation of glottis and vocal folds in endoscopic laryngeal high-speed videos using a deep Convolutional LSTM Network.

PloS one Feb 10, 2020
The objective investigation of the dynamic properties of vocal fold vibrations demands the recording and further quantitative analysis of laryngeal high-speed video (HSV). Quantification of the vocal fold vibration patterns requires as a first step t...
Neural Networks, Computer Algorithms Female Adult Endoscopy Humans Vocal Cords Larynx Time Factors Glottis Video Recording Anatomic Landmarks Image Interpretation, Computer-Assisted Databases as Topic
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Design of a multi-arm concentric-tube robot system for transnasal surgery.

Medical & biological engineering & computing Jan 3, 2020
Concentric tube robot (CTR) has gradually attracted the attention of researchers on the basis of its small size and curved shape control ability. However, most of current experimental prototypes of CTR are single-arm structure, which can only carry o...
Robotic Surgical Procedures Telemedicine Nose Robotics Equipment Design Humans Endoscopy Biomechanical Phenomena
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Artificial intelligence in endoscopy.

Gastrointestinal endoscopy Dec 24, 2019
Artificial Intelligence Endoscopy Humans
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Invited Commentary.

The Annals of thoracic surgery Nov 30, 2019
Robotic Surgical Procedures Endoscopy Robotics
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Celiac disease diagnosis from videocapsule endoscopy images with residual learning and deep feature extraction.

Computer methods and programs in biomedicine Nov 20, 2019
BACKGROUND AND OBJECTIVE: Videocapsule endoscopy (VCE) is a relatively new technique for evaluating the presence of villous atrophy in celiac disease patients. The diagnostic analysis of video frames is currently time-consuming and tedious. Recently,...
Celiac Disease Support Vector Machine Algorithms Intestinal Mucosa Reproducibility of Results Discriminant Analysis Linear Models Humans Endoscopy Calibration Deep Learning Machine Learning Sensitivity and Specificity Capsule Endoscopy Light Image Processing, Computer-Assisted Diagnosis, Computer-Assisted Video Recording Image Interpretation, Computer-Assisted
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