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Multimodality annotated hepatocellular carcinoma data set including pre- and post-TACE with imaging segmentation
Hepatocellular carcinoma (HCC) is the most common primary liver neoplasm, and its incidence has doubled over the past two decades owing to increasing risk factors. Despite surveillance, most HCC cases are diagnosed at advanced stages and can only be treated using transarterial chemo-embolization (TA...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9849450/ https://www.ncbi.nlm.nih.gov/pubmed/36653372 http://dx.doi.org/10.1038/s41597-023-01928-3 |
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author | Moawad, Ahmed W. Morshid, Ali Khalaf, Ahmed M. Elmohr, Mohab M. Hazle, John D. Fuentes, David Badawy, Mohamed Kaseb, Ahmed O. Hassan, Manal Mahvash, Armeen Szklaruk, Janio Qayyum, Aliyya Abusaif, Abdelrahman Bennett, William C. Nolan, Tracy S. Camp, Brittney Elsayes, Khaled M. |
author_facet | Moawad, Ahmed W. Morshid, Ali Khalaf, Ahmed M. Elmohr, Mohab M. Hazle, John D. Fuentes, David Badawy, Mohamed Kaseb, Ahmed O. Hassan, Manal Mahvash, Armeen Szklaruk, Janio Qayyum, Aliyya Abusaif, Abdelrahman Bennett, William C. Nolan, Tracy S. Camp, Brittney Elsayes, Khaled M. |
author_sort | Moawad, Ahmed W. |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is the most common primary liver neoplasm, and its incidence has doubled over the past two decades owing to increasing risk factors. Despite surveillance, most HCC cases are diagnosed at advanced stages and can only be treated using transarterial chemo-embolization (TACE) or systemic therapy. TACE failure may occur with incidence reaching up to 60% of cases, leaving patients with a financial and emotional burden. Radiomics has emerged as a new tool capable of predicting tumor response to TACE from pre-procedural computed tomography (CT) studies. This data report defines the HCC-TACE data collection of confirmed HCC patients who underwent TACE and have pre- and post-procedure CT imaging studies and available treatment outcomes (time-to-progression and overall survival). Clinically curated segmentation of pre-procedural CT studies was done for the purpose of algorithm training for prediction and automatic liver tumor segmentation. |
format | Online Article Text |
id | pubmed-9849450 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98494502023-01-20 Multimodality annotated hepatocellular carcinoma data set including pre- and post-TACE with imaging segmentation Moawad, Ahmed W. Morshid, Ali Khalaf, Ahmed M. Elmohr, Mohab M. Hazle, John D. Fuentes, David Badawy, Mohamed Kaseb, Ahmed O. Hassan, Manal Mahvash, Armeen Szklaruk, Janio Qayyum, Aliyya Abusaif, Abdelrahman Bennett, William C. Nolan, Tracy S. Camp, Brittney Elsayes, Khaled M. Sci Data Data Descriptor Hepatocellular carcinoma (HCC) is the most common primary liver neoplasm, and its incidence has doubled over the past two decades owing to increasing risk factors. Despite surveillance, most HCC cases are diagnosed at advanced stages and can only be treated using transarterial chemo-embolization (TACE) or systemic therapy. TACE failure may occur with incidence reaching up to 60% of cases, leaving patients with a financial and emotional burden. Radiomics has emerged as a new tool capable of predicting tumor response to TACE from pre-procedural computed tomography (CT) studies. This data report defines the HCC-TACE data collection of confirmed HCC patients who underwent TACE and have pre- and post-procedure CT imaging studies and available treatment outcomes (time-to-progression and overall survival). Clinically curated segmentation of pre-procedural CT studies was done for the purpose of algorithm training for prediction and automatic liver tumor segmentation. Nature Publishing Group UK 2023-01-18 /pmc/articles/PMC9849450/ /pubmed/36653372 http://dx.doi.org/10.1038/s41597-023-01928-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Moawad, Ahmed W. Morshid, Ali Khalaf, Ahmed M. Elmohr, Mohab M. Hazle, John D. Fuentes, David Badawy, Mohamed Kaseb, Ahmed O. Hassan, Manal Mahvash, Armeen Szklaruk, Janio Qayyum, Aliyya Abusaif, Abdelrahman Bennett, William C. Nolan, Tracy S. Camp, Brittney Elsayes, Khaled M. Multimodality annotated hepatocellular carcinoma data set including pre- and post-TACE with imaging segmentation |
title | Multimodality annotated hepatocellular carcinoma data set including pre- and post-TACE with imaging segmentation |
title_full | Multimodality annotated hepatocellular carcinoma data set including pre- and post-TACE with imaging segmentation |
title_fullStr | Multimodality annotated hepatocellular carcinoma data set including pre- and post-TACE with imaging segmentation |
title_full_unstemmed | Multimodality annotated hepatocellular carcinoma data set including pre- and post-TACE with imaging segmentation |
title_short | Multimodality annotated hepatocellular carcinoma data set including pre- and post-TACE with imaging segmentation |
title_sort | multimodality annotated hepatocellular carcinoma data set including pre- and post-tace with imaging segmentation |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9849450/ https://www.ncbi.nlm.nih.gov/pubmed/36653372 http://dx.doi.org/10.1038/s41597-023-01928-3 |
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