Deep Learning Methods for Anatomical Landmark Detection in Video Capsule Endoscopy Images.

AlexNet Convolutional neural network Gastrointestinal tract GoogLeNet Gradient-weighted class activation mapping (Grad-CAM) ResNet VGG-net Video capsule endoscopy

Journal

Proceedings of the Future Technologies Conference (FTC) 2020. Future Technologies Conference (2020 : Online)
Titre abrégé: Proc Future Technol Conf (2020)
Pays: Switzerland
ID NLM: 101778462

Informations de publication

Date de publication:
Nov 2021
Historique:
entrez: 25 10 2021
pubmed: 26 10 2021
medline: 26 10 2021
Statut: ppublish

Résumé

Video capsule endoscope (VCE) is an emerging technology that allows examination of the entire gastrointestinal (GI) tract with minimal invasion. While traditional

Identifiants

pubmed: 34693407
doi: 10.1007/978-3-030-63128-4_32
pmc: PMC8528446
mid: NIHMS1696469
doi:

Types de publication

Journal Article

Langues

eng

Pagination

426-434

Subventions

Organisme : NIDDK NIH HHS
ID : K23 DK117061
Pays : United States

Références

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pubmed: 26017442
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pubmed: 30298337
Gastroenterology. 2019 Oct;157(4):1044-1054.e5
pubmed: 31251929

Auteurs

Sodiq Adewole (S)

Department of Systems and Information Engineering, University of Virginia, Charlottesville, VA, USA.

Michelle Yeghyayan (M)

Department of Pediatrics, School of Medicine, University of Virginia, Charlottesville, VA, USA.

Dylan Hyatt (D)

Department of Pediatrics, School of Medicine, University of Virginia, Charlottesville, VA, USA.

Lubaina Ehsan (L)

Department of Pediatrics, School of Medicine, University of Virginia, Charlottesville, VA, USA.

James Jablonski (J)

Department of Systems and Information Engineering, University of Virginia, Charlottesville, VA, USA.

Andrew Copland (A)

Department of Pediatrics, School of Medicine, University of Virginia, Charlottesville, VA, USA.

Sana Syed (S)

Department of Pediatrics, School of Medicine, University of Virginia, Charlottesville, VA, USA.

Donald Brown (D)

Department of Systems and Information Engineering, University of Virginia, Charlottesville, VA, USA.
School of Data Science, University of Virginia, Charlottesville, VA, USA.

Classifications MeSH