A free method for patient-specific 3D-VR anatomical modeling for presurgical planning using DICOM images and open-source software

IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Methods Pub Date : 2025-04-01 Epub Date: 2025-02-21 DOI:10.1016/j.ymeth.2025.02.006
Zachary Ells , Vinicius Ludwig , Adam B. Weiner , Koichiro Kimura , Andrea Farolfi , Karim Chamie , Joseph Shirk , Nicholas M. Donin , Robert Reiter , Johannes Czernin , Jeremie Calais , Magnus Dahlbom
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引用次数: 0

Abstract

Introduction

Surgeons commonly use cross sectional images to plan and prepare for surgical procedures. However, cognitively translating 2D images to surgical settings can be difficult and lead to sub-optimal resections. Lymph node dissection can be challenging due to the inability to locate small metastatic lesions, and their proximity to at-risk organ(s). 3D volume rendered (3D-VR) patient specific images can help to address these challenges. We created patient-specific 3D-VR images using freely available open-source programs.

Methods

This study included patients part of the clinical trial NCT04857502. Patients received a PET/CT prior to radioguided surgery. 3D Slicer was used to segment anatomy of interest (organs and tumor lesion(s)). After segmentation, the data was exported as an .OBJ file with an accompanying .MTL file. Manipulation of the .MTL file to restore model properties to the .OBJ file, were completed and both files were uploaded into Autodesk Viewer. Surgeons then received an email link to access the finished 3D-VR model on their smartphone or laptop for peri-operative preparation and/or guidance.

Results

The method was used in a series of 14 patients with prostate cancer undergoing pelvic lymph node dissection with PSMA-radioguided robotic surgery using pre-operative PSMA PET/CT images acquired on average 103 ± 69 days prior to resection. The creation of the 3D-VR models was successfully conducted in all 14 cases. In all cases, the lesions identified on the pre-operative PET/CT imaging 3D-VR models were successfully removed during surgery.

Conclusion

We created patient-specific anatomical 3D-VR models that the surgeons can use for pre-surgical planning and intraoperative tumor localization, by applying free, open-source software that could be used in any procedure requiring careful and strategical planning.

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一种使用DICOM图像和开源软件进行患者特异性3D-VR解剖建模的免费方法,用于术前规划
外科医生通常使用横截面图像来计划和准备外科手术。然而,在认知上将2D图像转换为手术设置可能很困难,并导致次优切除。淋巴结清扫可能具有挑战性,因为无法定位小的转移灶,并且它们靠近危险器官。3D体渲染(3D- vr)患者特定图像可以帮助解决这些挑战。我们使用免费的开源程序创建了针对患者的3D-VR图像。方法本研究纳入临床试验NCT04857502的部分患者。患者在放射引导手术前接受PET/CT检查。三维切片机用于分割感兴趣的解剖(器官和肿瘤病变)。在分割之后,数据被导出为带有附带的。mtl文件的。obj文件。完成了对。mtl文件的操作,以将模型属性恢复到。obj文件中,这两个文件都被上传到Autodesk Viewer中。然后,外科医生会收到一封电子邮件链接,可以在他们的智能手机或笔记本电脑上访问完成的3D-VR模型,以便进行围手术期准备和/或指导。结果14例前列腺癌患者接受PSMA放射引导机器人手术进行盆腔淋巴结清扫,使用平均术前103±69天获取的PSMA PET/CT图像。在所有14个案例中,3D-VR模型的创建都成功进行。在所有病例中,术前PET/CT成像3D-VR模型上识别的病变均在术中成功切除。结论:通过应用免费的开源软件,我们创建了患者特异性的解剖3D-VR模型,外科医生可以使用该模型进行术前计划和术中肿瘤定位,该软件可用于任何需要仔细和战略性计划的手术。
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来源期刊
Methods
Methods 生物-生化研究方法
CiteScore
9.80
自引率
2.10%
发文量
222
审稿时长
11.3 weeks
期刊介绍: Methods focuses on rapidly developing techniques in the experimental biological and medical sciences. Each topical issue, organized by a guest editor who is an expert in the area covered, consists solely of invited quality articles by specialist authors, many of them reviews. Issues are devoted to specific technical approaches with emphasis on clear detailed descriptions of protocols that allow them to be reproduced easily. The background information provided enables researchers to understand the principles underlying the methods; other helpful sections include comparisons of alternative methods giving the advantages and disadvantages of particular methods, guidance on avoiding potential pitfalls, and suggestions for troubleshooting.
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