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NCI Imaging Data Commons
The National Cancer Institute (NCI) Cancer Research Data Commons (CRDC) aims to establish a national cloud-based data science infrastructure. Imaging Data Commons (IDC) is a new component of CRDC supported by the Cancer Moonshot. The goal of IDC is to enable a broad spectrum of cancer researchers, w...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8373794/ https://www.ncbi.nlm.nih.gov/pubmed/34185678 http://dx.doi.org/10.1158/0008-5472.CAN-21-0950 |
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author | Fedorov, Andrey Longabaugh, William J.R. Pot, David Clunie, David A. Pieper, Steve Aerts, Hugo J.W.L. Homeyer, André Lewis, Rob Akbarzadeh, Afshin Bontempi, Dennis Clifford, William Herrmann, Markus D. Höfener, Henning Octaviano, Igor Osborne, Chad Paquette, Suzanne Petts, James Punzo, Davide Reyes, Madelyn Schacherer, Daniela P. Tian, Mi White, George Ziegler, Erik Shmulevich, Ilya Pihl, Todd Wagner, Ulrike Farahani, Keyvan Kikinis, Ron |
author_facet | Fedorov, Andrey Longabaugh, William J.R. Pot, David Clunie, David A. Pieper, Steve Aerts, Hugo J.W.L. Homeyer, André Lewis, Rob Akbarzadeh, Afshin Bontempi, Dennis Clifford, William Herrmann, Markus D. Höfener, Henning Octaviano, Igor Osborne, Chad Paquette, Suzanne Petts, James Punzo, Davide Reyes, Madelyn Schacherer, Daniela P. Tian, Mi White, George Ziegler, Erik Shmulevich, Ilya Pihl, Todd Wagner, Ulrike Farahani, Keyvan Kikinis, Ron |
author_sort | Fedorov, Andrey |
collection | PubMed |
description | The National Cancer Institute (NCI) Cancer Research Data Commons (CRDC) aims to establish a national cloud-based data science infrastructure. Imaging Data Commons (IDC) is a new component of CRDC supported by the Cancer Moonshot. The goal of IDC is to enable a broad spectrum of cancer researchers, with and without imaging expertise, to easily access and explore the value of deidentified imaging data and to support integrated analyses with nonimaging data. We achieve this goal by colocating versatile imaging collections with cloud-based computing resources and data exploration, visualization, and analysis tools. The IDC pilot was released in October 2020 and is being continuously populated with radiology and histopathology collections. IDC provides access to curated imaging collections, accompanied by documentation, a user forum, and a growing number of analysis use cases that aim to demonstrate the value of a data commons framework applied to cancer imaging research. SIGNIFICANCE: This study introduces NCI Imaging Data Commons, a new repository of the NCI Cancer Research Data Commons, which will support cancer imaging research on the cloud. |
format | Online Article Text |
id | pubmed-8373794 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-83737942021-08-19 NCI Imaging Data Commons Fedorov, Andrey Longabaugh, William J.R. Pot, David Clunie, David A. Pieper, Steve Aerts, Hugo J.W.L. Homeyer, André Lewis, Rob Akbarzadeh, Afshin Bontempi, Dennis Clifford, William Herrmann, Markus D. Höfener, Henning Octaviano, Igor Osborne, Chad Paquette, Suzanne Petts, James Punzo, Davide Reyes, Madelyn Schacherer, Daniela P. Tian, Mi White, George Ziegler, Erik Shmulevich, Ilya Pihl, Todd Wagner, Ulrike Farahani, Keyvan Kikinis, Ron Cancer Res Resource Report The National Cancer Institute (NCI) Cancer Research Data Commons (CRDC) aims to establish a national cloud-based data science infrastructure. Imaging Data Commons (IDC) is a new component of CRDC supported by the Cancer Moonshot. The goal of IDC is to enable a broad spectrum of cancer researchers, with and without imaging expertise, to easily access and explore the value of deidentified imaging data and to support integrated analyses with nonimaging data. We achieve this goal by colocating versatile imaging collections with cloud-based computing resources and data exploration, visualization, and analysis tools. The IDC pilot was released in October 2020 and is being continuously populated with radiology and histopathology collections. IDC provides access to curated imaging collections, accompanied by documentation, a user forum, and a growing number of analysis use cases that aim to demonstrate the value of a data commons framework applied to cancer imaging research. SIGNIFICANCE: This study introduces NCI Imaging Data Commons, a new repository of the NCI Cancer Research Data Commons, which will support cancer imaging research on the cloud. American Association for Cancer Research 2021-08-15 2021-06-15 /pmc/articles/PMC8373794/ /pubmed/34185678 http://dx.doi.org/10.1158/0008-5472.CAN-21-0950 Text en ©2021 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Resource Report Fedorov, Andrey Longabaugh, William J.R. Pot, David Clunie, David A. Pieper, Steve Aerts, Hugo J.W.L. Homeyer, André Lewis, Rob Akbarzadeh, Afshin Bontempi, Dennis Clifford, William Herrmann, Markus D. Höfener, Henning Octaviano, Igor Osborne, Chad Paquette, Suzanne Petts, James Punzo, Davide Reyes, Madelyn Schacherer, Daniela P. Tian, Mi White, George Ziegler, Erik Shmulevich, Ilya Pihl, Todd Wagner, Ulrike Farahani, Keyvan Kikinis, Ron NCI Imaging Data Commons |
title | NCI Imaging Data Commons |
title_full | NCI Imaging Data Commons |
title_fullStr | NCI Imaging Data Commons |
title_full_unstemmed | NCI Imaging Data Commons |
title_short | NCI Imaging Data Commons |
title_sort | nci imaging data commons |
topic | Resource Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8373794/ https://www.ncbi.nlm.nih.gov/pubmed/34185678 http://dx.doi.org/10.1158/0008-5472.CAN-21-0950 |
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