Detection of invasive ductal carcinoma in quadrant breast areas by electrical impedance tomography implemented with gaussian relaxation-time distribution (EIT-GRTD).

IF 1.3 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Biomedical Physics & Engineering Express Pub Date : 2024-07-11 DOI:10.1088/2057-1976/ad5db1
Galih Setyawan, Prima Asmara Sejati, Ryoma Ogawa, Kiagus Aufa Ibrahim, Hiroshi Fujimoto, Hiroto Yamamoto, Masahiro Takei
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Abstract

Invasive ductal carcinoma (IDC) in breast specimens has been detected in the quadrant breast area: (I) upper outer, (II) upper inner, (III) lower inner, and (IV) lower outer areas by electrical impedance tomography implemented with Gaussian relaxation-time distribution (EIT-GRTD). The EIT-GRTD consists of two steps which are (1) the optimum frequencyfoptselection and (2) the time constant enhancement of breast imaging reconstruction.foptis characterized by a peak in the majority measurement pair of the relaxation-time distribution functionγ,which indicates the presence of IDC.γrepresents the inverse of conductivity and indicates the response of breast tissues to electrical currents across varying frequencies based on the Voigt circuit model. The EIT-GRTD is quantitatively evaluated by multi-physics simulations using a hemisphere container of mimic breast, consisting of IDC and adipose tissues as normal breast tissue under one condition with known IDC in quadrant breast area II. The simulation results show that EIT-GRTD is able to detect the IDC in four layers atfopt= 30, 170 Hz. EIT-GRTD is applied in the real breast by employed six mastectomy specimens from IDC patients. The placement of the mastectomy specimens in a hemisphere container is an important factor in the success of quadrant breast area reconstruction. In order to perform the evaluation, EIT-GRTD reconstruction images are compared to the CT scan images. The experimental results demonstrate that EIS-GRTD exhibits proficiency in the detection of the IDC in quadrant breast areas while compared qualitatively to CT scan images.

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采用高斯弛豫时间分布的电阻抗断层扫描(EIT-GRTD)检测象限乳腺区域的浸润性导管癌
利用高斯弛豫时间分布电阻抗断层成像技术(EIT-GRTD)检测了乳腺标本中乳腺象限区域的浸润性导管癌(IDC):(I)外上区、(II)内上区、(III)内下区和(IV)外下区。EIT-GRTD 包括两个步骤:1)选择最佳频率 fopt;2)增强乳腺成像重建的时间常数。fopt 的特征是在弛豫时间分布函数 γ 的多数测量对中出现峰值,这表明 IDC 的存在。γ代表电导率的倒数,表示乳腺组织对基于 Voigt 电路模型的不同频率电流的响应。EIT-GRTD 通过多物理场仿真进行定量评估,仿真乳房为半球形容器,由 IDC 和脂肪组织组成,作为正常乳房组织,在已知 IDC 的条件下,乳房象限区域 II 中的 IDC 为正常乳房组织。模拟结果表明,EIT-GRTD 能够在频率为 30,170 Hz 时检测到四层的 IDC。EIT-GRTD 应用于真实乳房,采用了六例 IDC 患者的乳房切除标本。将乳房切除标本放置在半球形容器中是象限乳房区域重建成功的重要因素。为了进行评估,EIT-GRTD 重建图像与 CT 扫描图像进行了比较。实验结果表明,与 CT 扫描图像相比,EIS-GRTD 在象限乳房区域 IDC 的检测方面表现出很高的质量。
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来源期刊
Biomedical Physics & Engineering Express
Biomedical Physics & Engineering Express RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
2.80
自引率
0.00%
发文量
153
期刊介绍: BPEX is an inclusive, international, multidisciplinary journal devoted to publishing new research on any application of physics and/or engineering in medicine and/or biology. Characterized by a broad geographical coverage and a fast-track peer-review process, relevant topics include all aspects of biophysics, medical physics and biomedical engineering. Papers that are almost entirely clinical or biological in their focus are not suitable. The journal has an emphasis on publishing interdisciplinary work and bringing research fields together, encompassing experimental, theoretical and computational work.
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