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Mri-based cancer lesion analysis with 3d printed patient specific prostate cutting guides

机译:使用3D打印的患者特定前列腺切割指南进行基于MRI的癌症病变分析

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摘要

Purpose: MRI methods have improved diagnosis and treatment planning for prostate cancer. However, validation and standardization is needed to encourage widespread adoption of these methods. The purpose of this study was to improve validation methods by creating a prostate cutting guide and to develop a method for 3D comparison between MRI data and post-prostatectomy histological tissue slices. Methods: Prostate Specific Membrane Antigen (PSMA) Positron Emission Tomography (PET)/MRI was performed on 10 patients with prostate cancer before and after chemohormonal treatment. Post-treatment images were used to design patient-specific prostate cutting guides that were used to create uniform thickness sections of surgically removed prostates. The thickness of the prostate tissue slices matched the imaging slice thickness so that comparisons could be made between MRI results and histopathological study results. A method was also developed to compare post-slicing prostate bulk geometry with the predicted MRI prostate geometry. Results: The prostate cutting guides were used to successfully section the prostate for histopathogical evaluation and slice-by-slice MRI comparison. Surface comparison results displayed an average dimensional difference of 1.99 ± 3.19 mm between MRI and post-prostatectomy slice reconstruction prostate geometries. Conclusion: MRI-based prostate cutting guides were designed, fabricated, and implemented in a study examining the utility and accuracy of MRI for the detection of prostate cancer. Furthermore, a three-dimensional part comparison method was developed, which can be used for validation of MRI with pathological and histological data. Future work will analyze more subjects to examine the effectiveness of these guides for histopathological prostate analysis with MRI and PET/MRI.
机译:目的:MRI方法改善了前列腺癌的诊断和治疗计划。但是,需要进行验证和标准化以鼓励这些方法的广泛采用。这项研究的目的是通过创建前列腺切割指南来改进验证方法,并开发出一种在MRI数据和前列腺切除术后组织切片之间进行3D比较的方法。方法:对10例前列腺癌化学化疗前后的前列腺特异膜抗原(PSMA)进行正电子发射断层扫描(PET)/ MRI。治疗后的图像用于设计特定于患者的前列腺切割指南,该指南用于创建手术切除的前列腺的厚度均匀的切片。前列腺组织切片的厚度与成像切片的厚度相匹配,因此可以在MRI结果与组织病理学研究结果之间进行比较。还开发了一种方法,用于比较切片后的前列腺体积与预测的MRI前列腺几何形状。结果:前列腺切割引导器用于成功地对前列腺进行切片,以进行组织病理学评估和逐层MRI比较。表面比较结果显示,MRI与前列腺切除术后切片重建前列腺的几何形状之间的平均尺寸差为1.99±3.19 mm。结论:基于MRI的前列腺切割指南的设计,制造和实施是一项研究,旨在检查MRI在检测前列腺癌中的实用性和准确性。此外,开发了三维零件比较方法,可用于通过病理和组织学数据对MRI进行验证。未来的工作将分析更多的受试者,以检查这些指南对MRI和PET / MRI进行组织病理学前列腺分析的有效性。

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