Automatic detection of informative frames from wireless capsule endoscopy images

Medical Image Analysis ◽

10.1016/j.media.2009.12.001 ◽

2010 ◽

Vol 14 (3) ◽

pp. 449-470 ◽

Author(s):

M.K. Bashar ◽

T. Kitasaka ◽

Y. Suenaga ◽

Y. Mekada ◽

K. Mori

Keyword(s):

Capsule Endoscopy ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Wireless Capsule

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Automatic Detection of Intestinal Bleeding using an Optical Sensor for Wireless Capsule Endoscopy

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ◽

10.1109/embc44109.2020.9176340 ◽

2020 ◽

Author(s):

Alimul Haque Khan ◽

Md Hanif Ali Sohag ◽

Seyed Shahim Vedaei ◽

Mohammad Reza Mohebbian ◽

Khan A. Wahid

Keyword(s):

Capsule Endoscopy ◽

Optical Sensor ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Intestinal Bleeding ◽

Wireless Capsule

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Automatic detection of small bowel tumors in wireless capsule endoscopy images using ensemble learning

Medical Physics ◽

10.1002/mp.13709 ◽

2019 ◽

Vol 47 (1) ◽

pp. 52-63 ◽

Author(s):

Pedro M. Vieira ◽

Nuno R Freitas ◽

João Valente ◽

Ismael F. Vaz ◽

Carla Rolanda ◽

...

Keyword(s):

Small Bowel ◽

Ensemble Learning ◽

Capsule Endoscopy ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Small Bowel Tumors ◽

Wireless Capsule

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Integrated system for automatic detection of representative video frames in wireless capsule endoscopy using adaptive sliding window singular value decomposition

IET Image Processing ◽

10.1049/iet-ipr.2019.0251 ◽

2020 ◽

Vol 14 (1) ◽

pp. 147-153 ◽

Author(s):

Abbas Biniaz ◽

Fatemeh Abdolali ◽

Reza Aghaeizadeh Zoroofi

Keyword(s):

Singular Value Decomposition ◽

Capsule Endoscopy ◽

Sliding Window ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Singular Value ◽

Integrated System ◽

Video Frames ◽

Value Decomposition ◽

Wireless Capsule

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A novel method for automatic detection of inflammatory bowel diseases in wireless capsule endoscopy images

2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN) ◽

10.1109/icscn.2017.8085711 ◽

2017 ◽

Author(s):

C P Sindhu ◽

Vysak Valsan

Keyword(s):

Capsule Endoscopy ◽

Inflammatory Bowel Diseases ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Bowel Diseases ◽

Novel Method ◽

Inflammatory Bowel ◽

Wireless Capsule

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Automatic detection and removal of bubble frames from wireless capsule endoscopy video sequences

2016 6th International Conference on Intelligent and Advanced Systems (ICIAS) ◽

10.1109/icias.2016.7824091 ◽

2016 ◽

Author(s):

Shipra Suman ◽

Fawnizu Azmadi Hussin ◽

Nicolas Walter ◽

Aamir Saeed Malik ◽

Ida Hilmi

Keyword(s):

Capsule Endoscopy ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Video Sequences ◽

Wireless Capsule

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Automatic detection of colonic polyps and tumor in wireless capsule endoscopy images using hybrid patch extraction and supervised classification

2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS) ◽

10.1109/iciiecs.2017.8276073 ◽

2017 ◽

Author(s):

C P Sindhu ◽

Vysak Valsan

Keyword(s):

Capsule Endoscopy ◽

Supervised Classification ◽

Colonic Polyps ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Wireless Capsule

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S1413 Artificial Intelligence and Capsule Endoscopy: Automatic Detection of Multiple Gastric Lesions in Wireless Capsule Endoscopy

The American Journal of Gastroenterology ◽

10.14309/01.ajg.0000779184.27391.8a ◽

2021 ◽

Vol 116 (1) ◽

pp. S649-S649

Author(s):

Miguel Mascarenhas ◽

Joao Afonso ◽

Tiago Ribeiro ◽

João Ferreira ◽

Hélder Cardoso ◽

...

Keyword(s):

Artificial Intelligence ◽

Capsule Endoscopy ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Gastric Lesions ◽

Wireless Capsule

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A systematic evaluation and optimization of automatic detection of ulcers in wireless capsule endoscopy on a large dataset using deep convolutional neural networks

Physics in Medicine and Biology ◽

10.1088/1361-6560/ab5086 ◽

2019 ◽

Vol 64 (23) ◽

pp. 235014 ◽

Author(s):

Sen Wang ◽

Yuxiang Xing ◽

Li Zhang ◽

Hewei Gao ◽

Hao Zhang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Capsule Endoscopy ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Systematic Evaluation ◽

Deep Convolutional Neural Networks ◽

Large Dataset ◽

Wireless Capsule

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Automatic detection and classification of protruding lesions in wireless capsule endoscopy images based on a deep convolutional neural network

Gastrointestinal Endoscopy ◽

10.1016/j.gie.2020.01.054 ◽

2020 ◽

Vol 92 (1) ◽

pp. 144-151.e1 ◽

Author(s):

Hiroaki Saito ◽

Tomonori Aoki ◽

Kazuharu Aoyama ◽

Yusuke Kato ◽

Akiyoshi Tsuboi ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Capsule Endoscopy ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Deep Convolutional Neural Network ◽

Wireless Capsule

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Automatic detection of erosions and ulcerations in wireless capsule endoscopy images based on a deep convolutional neural network

Gastrointestinal Endoscopy ◽

10.1016/j.gie.2018.10.027 ◽

2019 ◽

Vol 89 (2) ◽

pp. 357-363.e2 ◽

Author(s):

Tomonori Aoki ◽

Atsuo Yamada ◽

Kazuharu Aoyama ◽

Hiroaki Saito ◽

Akiyoshi Tsuboi ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Capsule Endoscopy ◽

Automatic Detection ◽

Wireless Capsule Endoscopy ◽

Deep Convolutional Neural Network ◽

Wireless Capsule

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