Multimodality annotated hepatocellular carcinoma data set including pre- and post-TACE with imaging segmentation

被引:10
|
作者
Moawad, Ahmed W. [1 ,2 ]
Morshid, Ali [1 ]
Khalaf, Ahmed M. [1 ]
Elmohr, Mohab M. [1 ,7 ]
Hazle, John D. [1 ]
Fuentes, David [1 ]
Badawy, Mohamed [1 ]
Kaseb, Ahmed O. [3 ]
Hassan, Manal [3 ]
Mahvash, Armeen [4 ]
Szklaruk, Janio [5 ]
Qayyum, Aliyya [5 ]
Abusaif, Abdelrahman [5 ]
Bennett, William C. [6 ]
Nolan, Tracy S. [6 ]
Camp, Brittney [6 ]
Elsayes, Khaled M. [5 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Imaging Phys, Houston, TX 77030 USA
[2] Mercy Catholic Med Ctr, Dept Radiol, Darby, PA 19023 USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Gastrointestinal Oncol, Houston, TX 77030 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Intervent Radiol, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Body Imaging, Houston, TX 77030 USA
[6] Univ Arkansas Med Sci, Dept Biomed Informat, Little Rock, AR 72205 USA
[7] Baylor Coll Med, Dept Radiol, Houston, TX 77030 USA
基金
美国国家卫生研究院;
关键词
ENDOTHELIAL GROWTH-FACTOR; TRANSARTERIAL CHEMOEMBOLIZATION; COMPLETE-RESPONSE; PROGNOSIS; PREDICTS; IMPACT;
D O I
10.1038/s41597-023-01928-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:7
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