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瑞士提出的乳腺 X 光摄影用深度学习算法。

Proposed DRLs for mammography in Switzerland.

机构信息

Geneva University Hospital, Geneva, Switzerland.

Basel University Hospital, Basel, Switzerland.

出版信息

J Radiol Prot. 2024 May 16;44(2). doi: 10.1088/1361-6498/ad37c8.

DOI:10.1088/1361-6498/ad37c8
PMID:38530290
Abstract

The aim of this study is to propose diagnostic reference levels (DRLs) values for mammography in Switzerland. For the data collection, a survey was conducted among a sufficient number of centres, including five University hospitals, several cantonal hospitals, and large private clinics, covering all linguistic regions of Switzerland to be representative of the clinical practice. The data gathered contained the mean glandular dose (MGD), the compressed breast thickness (CBT), the mammography model and the examination parameters for each acquisition. The data collected was sorted into the following categories: 2D or digital breast tomosynthesis (DBT) examination, craniocaudal (CC) or mediolateral oblique (MLO) projection, and eight categories of CBT ranging from 20 mm to 100 mm in 10 mm intervals. A total of 24 762 acquisitions were gathered in 31 centres on 36 mammography units from six manufacturers. The analysis showed that the data reflects the practice in Switzerland. The results revealed that the MGD is larger for DBT than for 2D acquisitions for the same CBT. From 20-30 mm to 90-100 mm of CBT, the 75th percentile of the MGD values obtained increased from 0.81 mGy to 2.55 mGy for 2D CC acquisitions, from 0.83 mGy to 2.96 mGy for 2D MLO acquisitions, from 1.22 mGy to 3.66 mGy for DBT CC acquisitions and from 1.33 mGy to 4.04 mGy for DBT MLO acquisitions. The results of the survey allow us to propose Swiss DRLs for mammography according to the examination type (2D/DBT), projection (CC/MLO) and CBT. The proposed values are very satisfactory in comparison with other studies.

摘要

这项研究的目的是为瑞士的乳房 X 光摄影术提出诊断参考水平 (DRL) 值。为了进行数据收集,在足够数量的中心进行了一项调查,其中包括五所大学医院、几家州立医院和大型私人诊所,涵盖了瑞士所有的语言区,以代表临床实践。收集的数据包含腺体剂量均值 (MGD)、乳房压缩厚度 (CBT)、乳房 X 光摄影术模型和每次采集的检查参数。收集的数据被分为以下几类:二维或数字乳腺断层合成术 (DBT) 检查、头尾 (CC) 或内外斜 (MLO) 投照,以及 CBT 从 20 毫米到 100 毫米的 8 个分类,间隔为 10 毫米。在 36 台来自六个制造商的乳房 X 光摄影设备上,从 31 个中心共收集了 24762 次采集。分析表明,这些数据反映了瑞士的实践情况。结果表明,对于相同的 CBT,DBT 的 MGD 大于二维采集。从 20-30 毫米到 90-100 毫米的 CBT,2D CC 采集的 MGD 值的第 75 个百分位数从 0.81 mGy 增加到 2.55 mGy,2D MLO 采集的 MGD 值从 0.83 mGy 增加到 2.96 mGy,DBT CC 采集的 MGD 值从 1.22 mGy 增加到 3.66 mGy,DBT MLO 采集的 MGD 值从 1.33 mGy 增加到 4.04 mGy。调查结果使我们能够根据检查类型 (2D/DBT)、投照 (CC/MLO) 和 CBT 为瑞士的乳房 X 光摄影术提出 DRL。与其他研究相比,所提出的数值非常令人满意。

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