3D Model Artificial Intelligence-Guided Automatic Augmented Reality Images during Robotic Partial Nephrectomy

被引:5
|
作者
Sica, Michele [1 ]
Piazzolla, Pietro [2 ]
Amparore, Daniele [1 ]
Verri, Paolo [1 ]
De Cillis, Sabrina [1 ]
Piramide, Federico [1 ]
Volpi, Gabriele [2 ]
Piana, Alberto [1 ]
Di Dio, Michele [3 ]
Alba, Stefano [4 ]
Gatti, Cecilia [2 ]
Burgio, Mariano [1 ]
Busacca, Giovanni [1 ]
Giordano, Angelo [1 ]
Fiori, Cristian [1 ]
Porpiglia, Francesco [1 ]
Checcucci, Enrico [1 ,2 ]
机构
[1] Univ Turin, San Luigi Gonzaga Hosp, Dept Oncol, Div Urol, I-10043 Orbassano, Italy
[2] FPO IRCCS, Candiolo Canc Inst, Dept Surg, I-10060 Candiolo, Italy
[3] SS Annunziata Hosp, Dept Surg, Div Urol, I-87100 Cosenza, Italy
[4] Romolo Hosp, Rocca Di Neto, Italy
关键词
artificial intelligence; 3D models; robotics; kidney cancer; augmented reality; SURGERY;
D O I
10.3390/diagnostics13223454
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
More than ever, precision surgery is making its way into modern surgery for functional organ preservation. This is possible mainly due to the increasing number of technologies available, including 3D models, virtual reality, augmented reality, and artificial intelligence. Intraoperative surgical navigation represents an interesting application of these technologies, allowing to understand in detail the surgical anatomy, planning a patient-tailored approach. Automatic superimposition comes into this context to optimally perform surgery as accurately as possible. Through a dedicated software (the first version) called iKidney, it is possible to superimpose the images using 3D models and live endoscopic images during partial nephrectomy, targeting the renal mass only. The patient is 31 years old with a 28 mm totally endophytic right-sided renal mass, with a PADUA score of 9. Thanks to the automatic superimposition and selective clamping, an enucleoresection of the renal mass alone was performed with no major postoperative complication (i.e., Clavien-Dindo < 2). iKidney-guided partial nephrectomy is safe, feasible, and yields excellent results in terms of organ preservation and functional outcomes. Further validation studies are needed to improve the prototype software, particularly to improve the rotational axes and avoid human help. Furthermore, it is important to reduce the costs associated with these technologies to increase its use in smaller hospitals.
引用
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页数:10
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