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

Authors:
 [1];  [1];  [2];  [3];  [4];  [1]
+ Show Author Affiliations
  1. CMEMS‐UMinho Research Unit University of Minho Guimarães Portugal
  2. School of Health Polytechnic Institute of Castelo Branco Castelo Branco Portugal
  3. ALGORITMI Research Center University of Minho Campus of Gualtar 4710‐057Braga Portugal
  4. Gastroenterology Department of the Hospital of Braga Braga Portugal, ICVS/3B’s Associate Laboratory University of Minho Braga Portugal
Publication Date:
Sponsoring Org.:
USDOE Office of Nuclear Energy (NE), Nuclear Fuel Cycle and Supply Chain
OSTI Identifier:
1573850
Grant/Contract Number:  
UID/EEA/04436/2019; SFRH/BD/92143/2013
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Medical Physics
Additional Journal Information:
Journal Name: Medical Physics Journal Volume: 47 Journal Issue: 1; Journal ID: ISSN 0094-2405
Publisher:
Wiley Blackwell (John Wiley & Sons)
Country of Publication:
United States
Language:
English

Citation Formats

Vieira, Pedro M., Freitas, Nuno R., Valente, João, Vaz, Ismael F., Rolanda, Carla, and Lima, Carlos S. Automatic detection of small bowel tumors in wireless capsule endoscopy images using ensemble learning. United States: N. p., 2019. Web. doi:10.1002/mp.13709.
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Vieira, Pedro M., Freitas, Nuno R., Valente, João, Vaz, Ismael F., Rolanda, Carla, & Lima, Carlos S. Automatic detection of small bowel tumors in wireless capsule endoscopy images using ensemble learning. United States. doi:10.1002/mp.13709.
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Vieira, Pedro M., Freitas, Nuno R., Valente, João, Vaz, Ismael F., Rolanda, Carla, and Lima, Carlos S. Mon . "Automatic detection of small bowel tumors in wireless capsule endoscopy images using ensemble learning". United States. doi:10.1002/mp.13709.
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@article{osti_1573850,
title = {Automatic detection of small bowel tumors in wireless capsule endoscopy images using ensemble learning},
author = {Vieira, Pedro M. and Freitas, Nuno R. and Valente, João and Vaz, Ismael F. and Rolanda, Carla and Lima, Carlos S.},
abstractNote = {},
doi = {10.1002/mp.13709},
journal = {Medical Physics},
number = 1,
volume = 47,
place = {United States},
year = {2019},
month = {11}
}
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Journal Article:
Free Publicly Available Full Text
Accepted Manuscript (Publisher)
Publisher's Version of Record
DOI: 10.1002/mp.13709
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Works referenced in this record:


journal, January 2017

  • Mahdi, Alizadeh; Omid, Haji; Kaveh, Sharzehi
  • The Journal of Biomedical Research, Vol. 31, Issue 5
  • DOI: 10.7555/JBR.31.20160008

Small bowel malignancy
journal, January 2004

  • de Franchis, Roberto; Rondonotti, Emanuele; Abbiati, Carla
  • Gastrointestinal Endoscopy Clinics of North America, Vol. 14, Issue 1
  • DOI: 10.1016/j.giec.2003.10.006

A model of deformable rings for interpretation of wireless capsule endoscopic videos
journal, April 2009

  • Szczypiński, Piotr M.; Sriram, Ram D.; Sriram, Parupudi V. J.
  • Medical Image Analysis, Vol. 13, Issue 2
  • DOI: 10.1016/j.media.2008.12.002

Ensemble of online sequential extreme learning machine
journal, August 2009

Texture and color based image segmentation and pathology detection in capsule endoscopy videos
journal, January 2014

  • Szczypiński, Piotr; Klepaczko, Artur; Pazurek, Marek
  • Computer Methods and Programs in Biomedicine, Vol. 113, Issue 1
  • DOI: 10.1016/j.cmpb.2012.09.004

The usage of soft-computing methodologies in interpreting capsule endoscopy
journal, June 2007

  • Kodogiannis, V. S.; Boulougoura, M.; Wadge, E.
  • Engineering Applications of Artificial Intelligence, Vol. 20, Issue 4
  • DOI: 10.1016/j.engappai.2006.09.006

Small bowel capsule endoscopy: Where are we after almost 15 years of use?
journal, January 2015

  • Bruaene, Cedric Van de
  • World Journal of Gastrointestinal Endoscopy, Vol. 7, Issue 1
  • DOI: 10.4253/wjge.v7.i1.13

Detection of small bowel tumor based on multi-scale curvelet analysis and fractal technology in capsule endoscopy
journal, March 2016

The Usefulness of Capsule Endoscopy for Small Bowel Tumors
journal, January 2016

Skin Color Measurements in Terms of CIELAB Color Space Values
journal, October 1992

Achieving total enteroscopy with capsule endoscopy in all patients: are we stretching the limits of technology?
journal, January 2009

Automatic small bowel tumor diagnosis by using multi-scale wavelet-based analysis in wireless capsule endoscopy images
journal, January 2012

  • Barbosa, Daniel C.; Roupar, Dalila B.; Ramos, Jaime C.
  • BioMedical Engineering OnLine, Vol. 11, Issue 1
  • DOI: 10.1186/1475-925X-11-3

Wireless capsule endoscopy
journal, May 2000

  • Iddan, Gavriel; Meron, Gavriel; Glukhovsky, Arkady
  • Nature, Vol. 405, Issue 6785
  • DOI: 10.1038/35013140

Efficient implementation of GLCM based texture feature computation using CUDA platform
conference, May 2017

  • Parvez, Asad; Phadke, Anuradha C.
  • 2017 International Conference on Trends in Electronics and Informatics (ICOEI), 2017 International Conference on Trends in Electronics and Informatics (ICEI)
  • DOI: 10.1109/ICOEI.2017.8300935

Computer-aided tumor detection in endoscopic video using color wavelet features
journal, September 2003

  • Karkanis, S. A.; Iakovidis, D. K.; Maroulis, D. E.
  • IEEE Transactions on Information Technology in Biomedicine, Vol. 7, Issue 3
  • DOI: 10.1109/TITB.2003.813794

Total enteroscopy with a nonsurgical steerable double-balloon method
journal, February 2001

  • Yamamoto, Hironori; Sekine, Yutaka; Sato, Yukihiro
  • Gastrointestinal Endoscopy, Vol. 53, Issue 2
  • DOI: 10.1067/mge.2001.112181

An efficient implementation of GLCM algorithm in FPGA
conference, December 2018

  • Ben Atitallah, M. A.; Kachouri, R.; Kammoun, M.
  • 2018 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC)
  • DOI: 10.1109/IINTEC.2018.8695275

Anderson Acceleration for Fixed-Point Iterations
journal, January 2011

  • Walker, Homer F.; Ni, Peng
  • SIAM Journal on Numerical Analysis, Vol. 49, Issue 4
  • DOI: 10.1137/10078356X

Convergence results for the EM approach to mixtures of experts architectures
journal, January 1995

CoLD: a versatile detection system for colorectal lesions in endoscopy video-frames
journal, February 2003

  • Maroulis, D. E.; Iakovidis, D. K.; Karkanis, S. A.
  • Computer Methods and Programs in Biomedicine, Vol. 70, Issue 2
  • DOI: 10.1016/S0169-2607(02)00007-X
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