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Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation
Early diagnosis of colorectal cancer significantly improves survival. However, over half of cases are diagnosed late due to demand exceeding the capacity for colonoscopy - the “gold standard” for screening. Colonoscopy is limited by the outdated design of conventional endoscopes, associated with hig...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571595/ https://www.ncbi.nlm.nih.gov/pubmed/33089071 http://dx.doi.org/10.1038/s42256-020-00231-9 |
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author | Martin, James W. Scaglioni, Bruno Norton, Joseph C. Subramanian, Venkataraman Arezzo, Alberto Obstein, Keith L. Valdastri, Pietro |
author_facet | Martin, James W. Scaglioni, Bruno Norton, Joseph C. Subramanian, Venkataraman Arezzo, Alberto Obstein, Keith L. Valdastri, Pietro |
author_sort | Martin, James W. |
collection | PubMed |
description | Early diagnosis of colorectal cancer significantly improves survival. However, over half of cases are diagnosed late due to demand exceeding the capacity for colonoscopy - the “gold standard” for screening. Colonoscopy is limited by the outdated design of conventional endoscopes, associated with high complexity of use, cost and pain. Magnetic endoscopes represent a promising alternative, overcoming drawbacks of pain and cost, but struggle to reach the translational stage as magnetic manipulation is complex and unintuitive. In this work, we use machine vision to develop intelligent and autonomous control of a magnetic endoscope, for the first time enabling non-expert users to effectively perform magnetic colonoscopy in-vivo. We combine the use of robotics, computer vision and advanced control to offer an intuitive and effective endoscopic system. Moreover, we define the characteristics required to achieve autonomy in robotic endoscopy. The paradigm described here can be adopted in a variety of applications where navigation in unstructured environments is required, such as catheters, pancreatic endoscopy, bronchoscopy, and gastroscopy. This work brings alternative endoscopic technologies closer to the translational stage, increasing availability of early-stage cancer treatments. |
format | Online Article Text |
id | pubmed-7571595 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-75715952021-04-01 Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation Martin, James W. Scaglioni, Bruno Norton, Joseph C. Subramanian, Venkataraman Arezzo, Alberto Obstein, Keith L. Valdastri, Pietro Nat Mach Intell Article Early diagnosis of colorectal cancer significantly improves survival. However, over half of cases are diagnosed late due to demand exceeding the capacity for colonoscopy - the “gold standard” for screening. Colonoscopy is limited by the outdated design of conventional endoscopes, associated with high complexity of use, cost and pain. Magnetic endoscopes represent a promising alternative, overcoming drawbacks of pain and cost, but struggle to reach the translational stage as magnetic manipulation is complex and unintuitive. In this work, we use machine vision to develop intelligent and autonomous control of a magnetic endoscope, for the first time enabling non-expert users to effectively perform magnetic colonoscopy in-vivo. We combine the use of robotics, computer vision and advanced control to offer an intuitive and effective endoscopic system. Moreover, we define the characteristics required to achieve autonomy in robotic endoscopy. The paradigm described here can be adopted in a variety of applications where navigation in unstructured environments is required, such as catheters, pancreatic endoscopy, bronchoscopy, and gastroscopy. This work brings alternative endoscopic technologies closer to the translational stage, increasing availability of early-stage cancer treatments. 2020-10-12 2020-10 /pmc/articles/PMC7571595/ /pubmed/33089071 http://dx.doi.org/10.1038/s42256-020-00231-9 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Martin, James W. Scaglioni, Bruno Norton, Joseph C. Subramanian, Venkataraman Arezzo, Alberto Obstein, Keith L. Valdastri, Pietro Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation |
title | Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation |
title_full | Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation |
title_fullStr | Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation |
title_full_unstemmed | Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation |
title_short | Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation |
title_sort | enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571595/ https://www.ncbi.nlm.nih.gov/pubmed/33089071 http://dx.doi.org/10.1038/s42256-020-00231-9 |
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