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睾丸生殖细胞和非生殖细胞肿瘤的注释 T2 加权磁共振图像集。

An annotated T2-weighted magnetic resonance image collection of testicular germ and non-germ cell tumors.

机构信息

IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Via P. Maroncelli 40, 47014, Meldola (FC), Italy.

Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Via L. Ariosto 34, I-44121, Ferrara, Italy.

出版信息

Sci Data. 2021 Aug 5;8(1):209. doi: 10.1038/s41597-021-00990-z.

DOI:10.1038/s41597-021-00990-z
PMID:34354085
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8342409/
Abstract

Testicular cancer is a rare tumor with a worldwide incidence that has increased over the last few decades. The majority of these tumors are testicular non-germ (TNGCTs) and germ cell tumors (TGCTs); the latter divided into two broad classes - seminomatous (SGCTs) and non-seminomatous germ cell tumors (NSGCTs). Although ultrasonography (US) maintains a primary role in the diagnostic workup of scrotal pathology, magnetic resonance imaging (MRI) has emerged as the imaging modality recommended for challenging cases, providing additional information to clarify inconclusive/equivocal US. In this work we describe and publicly share a collection of 44 images of annotated T2-weighted MRI lesions from 42 patients. Given that testicular cancer is a rare tumor, we are confident that this collection can be used to validate statistical models and to further investigate TNGCT and TGCT peculiarities using medical imaging features.

摘要

睾丸癌是一种罕见的肿瘤,其全球发病率在过去几十年中有所增加。这些肿瘤大多数是睾丸非生殖细胞肿瘤(TNGCT)和生殖细胞肿瘤(TGCT);后者分为两类 - 精原细胞瘤(SGCT)和非精原细胞瘤生殖细胞肿瘤(NSGCT)。虽然超声(US)在阴囊病变的诊断性检查中仍起着主要作用,但磁共振成像(MRI)已成为推荐用于疑难病例的影像学方式,为澄清不确定/可疑的 US 提供了更多信息。在这项工作中,我们描述并公开分享了来自 42 名患者的 44 个 T2 加权 MRI 病变标注图像的集合。鉴于睾丸癌是一种罕见的肿瘤,我们相信这个集合可以用于验证统计模型,并使用医学成像特征进一步研究 TNGCT 和 TGCT 的特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ad62/8342409/59df46e1f3cf/41597_2021_990_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ad62/8342409/65502505c0f7/41597_2021_990_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ad62/8342409/59df46e1f3cf/41597_2021_990_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ad62/8342409/65502505c0f7/41597_2021_990_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ad62/8342409/59df46e1f3cf/41597_2021_990_Fig2_HTML.jpg

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Sci Rep. 2021 Feb 10;11(1):3456. doi: 10.1038/s41598-021-83023-4.
2
T2-Weighted Image-Based Radiomics Signature for Discriminating Between Seminomas and Nonseminoma.基于T2加权图像的放射组学特征用于鉴别精原细胞瘤和非精原细胞瘤
Front Oncol. 2019 Nov 28;9:1330. doi: 10.3389/fonc.2019.01330. eCollection 2019.
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Management of Primary Testicular Tumor.原发性睾丸肿瘤的管理
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Radiomics: the facts and the challenges of image analysis.放射组学:图像分析的现状与挑战
Eur Radiol Exp. 2018 Nov 14;2(1):36. doi: 10.1186/s41747-018-0068-z.
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ESMO Consensus Conference on testicular germ cell cancer: diagnosis, treatment and follow-up.ESMO 睾丸生殖细胞癌共识会议:诊断、治疗和随访。
Ann Oncol. 2018 Aug 1;29(8):1658-1686. doi: 10.1093/annonc/mdy217.
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Sonographically indeterminate scrotal masses: how MRI helps in characterization.超声检查结果不确定的阴囊肿块:磁共振成像在特征性诊断中的作用
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