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Telesurgery: humanitarian and surgical benefits while navigating technologic and administrative challenges. 远程手术:在应对技术和行政挑战的同时,实现人道主义和外科手术的效益。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-11-05 DOI: 10.1007/s11701-024-02156-6
Shady Saikali, Marcio Covas Moschovas, Ahmed Gamal, Sumeet Reddy, Travis Rogers, Vipul Patel

Telesurgery, the remote execution of surgical procedures through telecommunication and robotic systems, has witnessed substantial growth in recent years, promising to address global healthcare disparities and enhance surgical expertise. This paper explores the humanitarian and surgical benefits of telesurgery, emphasizing its potential to provide expert surgical care to underserved regions. Despite its transformative potential, telesurgery faces significant technologic challenges, including issues of data transmission, latency, and the need for advanced robotic platforms. The advent of 5G networks and innovative robotic systems provides a promising technological landscape, yet global disparities in 5G coverage remain a concern. Ethical considerations, ranging from preserving the surgeon-patient relationship to addressing patient vulnerability and conflicts of interest, are pivotal aspects that demand attention. The paper underscores the importance of clear regulatory frameworks and international collaboration to navigate legal complexities and ensure ethical standards. As telesurgery progresses, integrating artificial intelligence, augmented reality, and haptic feedback technologies holds promise for further advancements. Despite these challenges, telesurgery has the potential to achieve equitable access to expert surgical care; however, it requires a collective effort to overcome its intricate technologic and administrative hurdles.

远程手术是指通过远程通信和机器人系统远程实施外科手术。近年来,远程手术取得了长足的发展,有望解决全球医疗保健不均衡的问题,并提高外科手术的专业水平。本文探讨了远程手术在人道主义和外科手术方面的益处,强调了其为服务不足地区提供专业外科护理的潜力。尽管远程手术具有变革潜力,但它面临着巨大的技术挑战,包括数据传输、延迟以及对先进机器人平台的需求等问题。5G 网络和创新型机器人系统的出现提供了一个充满希望的技术前景,但全球 5G 覆盖范围的差异仍然令人担忧。从维护外科医生与患者的关系到解决患者的脆弱性和利益冲突等伦理考虑因素,都是需要关注的关键方面。本文强调了明确的监管框架和国际合作对于驾驭复杂的法律问题和确保道德标准的重要性。随着远程手术的发展,整合人工智能、增强现实和触觉反馈技术有望取得进一步的进步。尽管存在这些挑战,远程手术仍有可能实现公平获得专家外科护理的目标;然而,它需要集体努力来克服错综复杂的技术和管理障碍。
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引用次数: 0
A Delphi-based exploration of factors impacting blood loss and operative time in robotic prostatectomy. 基于德尔菲法的机器人前列腺切除术失血量和手术时间影响因素探讨。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-11-02 DOI: 10.1007/s11701-024-02145-9
Latif Al-Hakim, Zhewei Zhang, Jiaquan Xiao, Shomik Sengupta, Benjamin W Lamb

This study aims to investigate factors influencing the implementation of robotic-assisted radical surgery, with a specific focus on their effects on blood loss and operative time. Radical prostatectomy was chosen as the case study due to its complexity and diverse surgical activities. The study employed a three-round Delphi approach involving 25 surgeons from three countries: UK, Australia, and China. The collected data were analysed using non-parametric tests. The Delphi study showed significant correlations between the degree of difficulty and blood loss (Z = 2.698, ρ < 0.007), as well as between team coordination and blood loss (Z = 3.499, ρ < 0.0001). However, no significant relationship was found between operative time and blood loss. Surgeons reported that neurovascular bundle (NVB) release and pelvic lymph node dissection require high team coordination. NVB release is particularly challenging and poses a higher risk of blood loss. Additionally, a large prostate increases the difficulty of prostate dissection, prolongs operative time for bladder neck and NVB dissection, and leads to a considerable overall increase in operative time. The manuscript shows that effective team coordination plays a crucial role in reducing blood loss and operative time during surgical activities. When the team coordinates well, clear and efficient verbal communication suffices, reducing the need for physical proximity during robotic-assisted surgeries.

本研究旨在调查影响机器人辅助根治术实施的因素,特别关注这些因素对失血量和手术时间的影响。选择根治性前列腺切除术作为案例研究的原因在于其复杂性和多样化的手术活动。该研究采用了三轮德尔菲法,共有来自三个国家的 25 名外科医生参与:来自英国、澳大利亚和中国的 25 名外科医生参与了研究。收集到的数据采用非参数检验进行分析。德尔菲研究显示,手术难度与失血量之间存在明显的相关性(Z = 2.698,ρ = 0.5)。
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引用次数: 0
Assessing the feasibility and acceptability of a hands-on surgical robotics workshop for medical students and early-career doctors. 评估为医科学生和初入职场的医生举办外科机器人实践讲习班的可行性和可接受性。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-11-01 DOI: 10.1007/s11701-024-02134-y
Nyi Tun San, Khandakar Rezwanur Rahman, Joseph Ryan Wong Sik Hee, Krupali Brahmbhatt, Jefferson George, Amna Mahmood, Max Seabrook, David James Bowrey

Despite the increased adoption of robotic surgery across various specialities, medical students and early-career doctors have limited exposure. This study aims to assess the feasibility and acceptability of a hands-on surgical robotics workshop for those early-career medics. 26 participants with minimal prior exposure to robotic surgery attended a workshop using the Versius© robotic surgical system and Virtual Reality simulation platforms. We analysed pre-workshop registration form and post-workshop feedback form utilising mixed quantitative and qualitative approach. Pre-workshop registration revealed motivations and barriers to attending surgical robotics courses. Post-workshop evaluations showed significant improvements in self-assessment scores, familiarity with robotic surgery, and confidence in using the technology. All participants expressed a strong enthusiasm for greater access to robotic surgery education and 84% of participants strongly agreed this workshop increased their interests in surgical specialities. The study also highlighted the perceived ease of use of robotic systems compared to laparoscopic instruments and explored the potential of virtual reality in surgical training. Further efforts are needed for better integration of robotic surgery training into medical curricula to prepare future surgeons for the evolving surgical landscape.

尽管各专科越来越多地采用机器人手术,但医科学生和初入职场的医生接触的机会有限。本研究旨在评估为这些初入职场的医学生举办机器人手术实践研讨会的可行性和可接受性。26 名以前极少接触机器人手术的学员参加了使用 Versius© 机器人手术系统和虚拟现实模拟平台的研讨会。我们采用定量和定性相结合的方法,对研讨会前的登记表和研讨会后的反馈表进行了分析。研讨会前的登记显示了参加外科机器人课程的动机和障碍。研讨会后的评估显示,学员的自我评估得分、对机器人手术的熟悉程度以及使用该技术的信心均有显著提高。所有参加者都表示非常希望能有更多机会接受机器人手术教育,84% 的参加者强烈认为这次研讨会提高了他们对外科专业的兴趣。研究还强调了机器人系统与腹腔镜器械相比的易用性,并探讨了虚拟现实技术在外科培训中的潜力。我们需要进一步努力,将机器人手术培训更好地融入医学课程,让未来的外科医生为不断发展的外科手术做好准备。
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引用次数: 0
Learning curve of multiple surgeons for robot-assisted radical prostatectomy using the cumulative sum method: a retrospective single-institution study. 使用累积总和法进行机器人辅助根治性前列腺切除术的多名外科医生的学习曲线:一项单一机构的回顾性研究。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-11-01 DOI: 10.1007/s11701-024-02122-2
Takashi Nagai, Toshiki Etani, Nobuhiko Shimizu, Masakazu Gonda, Maria Aoki, Toshiharu Morikawa, Shoichiro Iwatsuki, Kazumi Taguchi, Taku Naiki, Kentaro Mizuno, Ryosuke Ando, Atsushi Okada, Noriyasu Kawai, Keiichi Tozawa, Takahiro Yasui

Prostate cancer (PC) is common among men and has become a significant societal issue. Localized PC has a good prognosis with appropriate treatment. Prostatectomy, particularly robot-assisted radical prostatectomy (RARP), has become a common treatment since the da Vinci prostatectomy was approved by the FDA in 2001. The current study aimed to assess the learning curve for RARP, focusing on anastomosis time, using the cumulative sum (CUSUM) method. Data were collected from Nagoya City University Hospital between May 2011 and December 2018 and included 469 surgeries performed by experienced surgeons. Our findings indicated that, on average, 11 patients were required to complete the initial phase and 24 patients were required to complete the consolidation phase of anastomosis. Additionally, for complete resection of pT2c cases, 16 cases were required for the initial phase and 27 cases were required for the consolidation phase. The CUSUM method proved useful for visualizing trends in surgical proficiency, although the study noted potential confounding biases and limitations in evaluating surgical proficiency based solely on surgical time or positive surgical margins.

前列腺癌(PC)在男性中很常见,已成为一个重要的社会问题。如果治疗得当,局部 PC 的预后良好。自2001年达芬奇前列腺切除术获得FDA批准以来,前列腺切除术,尤其是机器人辅助前列腺癌根治术(RARP)已成为一种常见的治疗方法。本研究旨在使用累积总和(CUSUM)法评估 RARP 的学习曲线,重点是吻合时间。数据收集自名古屋市立大学医院,时间跨度为 2011 年 5 月至 2018 年 12 月,包括由经验丰富的外科医生实施的 469 例手术。我们的研究结果表明,平均 11 名患者需要完成吻合术的初始阶段,24 名患者需要完成吻合术的巩固阶段。此外,要完全切除 pT2c 病例,初始阶段需要 16 例,巩固阶段需要 27 例。尽管该研究指出,仅根据手术时间或手术切缘阳性来评估手术熟练程度可能存在混杂偏差和局限性,但事实证明 CUSUM 方法有助于直观了解手术熟练程度的趋势。
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引用次数: 0
Evaluating the efficacy of telesurgery with dual console SSI Mantra Surgical Robotic System: experiment on animal model and clinical trials. 评估使用双控制台 SSI Mantra 外科机器人系统进行远程手术的疗效:动物模型实验和临床试验。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-11-01 DOI: 10.1007/s11701-024-02148-6
Sudhir Prem Srivastava, Vishwajyoti Pascual Srivastava, Avinesh Singh, Suraj Dwivedi, Munish Batra, Shivam Gupta, Sonu Singh, Shubhankar Sanjiv Kulkarni, Anson Paul, Amit Kumar, Manjusha Agwan

The field of robotic surgery has grown exponentially over the past few decades. Surgical robots offer numerous benefits that enhance surgical precision, improve patient outcomes, and expand the capabilities of surgeons. Telesurgery, also known as a remote surgery, is a branch of telemedicine, which offers to perform surgical procedures requiring expertise of a surgeon located at a distance from a patient by using robotic systems and telecommunications technology. In a previous reported case, an animal experiment and clinical trial telesurgery using a dual console were performed. However, the mean latency time and data packet loss were considerably high. As a result, the performance of the telesurgery got severely impacted. This paper evaluates the feasibility, safety, and efficacy of remote telesurgery to precisely carryout predetermined surgical procedures using dual console SSI Mantra Surgical Robotic System. The trials were registered prospectively with trial registration number CTRI-2024-06-068361.

在过去的几十年里,机器人手术领域得到了飞速发展。手术机器人具有众多优势,可提高手术精确度、改善患者预后并扩展外科医生的能力。远程手术(Telesurgery)又称远程外科手术,是远程医疗的一个分支,它通过使用机器人系统和电信技术,为距离病人较远的外科医生提供需要其专业知识的外科手术。在之前报道的案例中,使用双控制台进行了动物实验和临床试验远程手术。然而,平均延迟时间和数据包丢失率相当高。因此,远程手术的性能受到严重影响。本文评估了使用双控制台 SSI Mantra 手术机器人系统进行远程远程手术的可行性、安全性和有效性,以精确执行预定的手术程序。试验进行了前瞻性登记,试验登记号为 CTRI-2024-06-068361。
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引用次数: 0
Robotic microsurgery for pediatric peripheral nerve surgery. 用于小儿周围神经手术的机器人显微手术。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-10-29 DOI: 10.1007/s11701-024-02140-0
Benedikt Schäfer, Gerrit Freund, Jörg Bahm, Justus P Beier

The technology of microsurgical robotic systems has shown potential benefit during the last decade for a variety of microsurgical procedures, such as vascular anastomoses, lymphatic anastomoses or nerve coaptation. At the same time, peripheral nerve surgery has produced ever more sophisticated nerve transfers in which the smallest nerve structures are connected to each other. Following obstetric brachial plexus injuries, nerve reconstruction surgery is often required in the first few years of life in order to improve the function of the affected arm, including nerve transfers to denervated muscles, which enable reinnervation of target muscles. In pediatric patients, these donor-nerve structures are even smaller than in adults, which further increases the demands to the microsurgeon. In this publication, we show the possible applications, capabilities and limitations of a dedicated microsurgical robotic system for nerve transfers in pediatric patients.

过去十年间,显微外科机器人系统技术在各种显微外科手术(如血管吻合术、淋巴管吻合术或神经吻合术)中显示出潜在的优势。与此同时,外周神经手术的神经转移也越来越复杂,最小的神经结构也能相互连接。产科臂丛神经损伤后,为了改善患臂的功能,通常需要在出生后的头几年进行神经重建手术,包括将神经转移到失去神经支配的肌肉上,从而实现目标肌肉的神经再支配。在儿童患者中,这些供体神经结构甚至比成人更小,这进一步增加了对显微外科医生的要求。在这篇论文中,我们展示了用于小儿患者神经转移的专用显微外科机器人系统的可能应用、能力和局限性。
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引用次数: 0
Robotic abdominopelvic surgery: a systematic review of cross-platform outcomes. 机器人腹盆腔手术:跨平台结果的系统回顾。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-10-29 DOI: 10.1007/s11701-024-02144-w
Atanu Pal, Rehan Gamage

As the global surgical robotic ecosystem diversifies, multi-platform surgery is becoming increasingly common. The natural question is whether these robots differ in performance and cost. We address this question and report the first systematic review comparing platforms. A systematic search identified clinical studies comparing at least two platforms. Of 287 studies, 31 were included, with 5 RCTs and 26 cohort studies, including 3624 patients. All studies compared da Vinci with Hintori, Hugo, KangDuo, Micro-Hand, Revo-I, Senhance, and Versius robots. Comparisons were across specialties: urology (18 studies; upper and lower tract), general surgery (11 studies; inguinal and ventral hernia, cholecystectomy, colorectal, pancreatic, oesophagectomy, distal gastrectomy), gynaecology (3 studies; hysterectomy, sacrocolpopexy). There were no differences in conversion rate, estimated blood loss, complication rate, pathological parameters, oncological outcomes (6 months), and functional outcomes (12 months). Results were mixed on operative time and its components. Length of stay was largely similar. Surgeon task load was similar (2 studies). Operative cost was 45-60% lower on the newer platforms (3 studies). Operative, clinical, oncological, and functional outcomes were similar for da Vinci and the newer robots across a range of abdominopelvic procedures, with a signal of lower cost on newer types. Studies were heterogeneous. Data on non-technical skills, other human factors, and comparative learning curves was scant. The majority of evidence was low quality and retrospective. However, accumulating evidence on safety, efficacy, and non-inferiority of the newer platforms has implications for robotic training programmes and procurement.

随着全球手术机器人生态系统的多样化,多平台手术越来越普遍。一个很自然的问题是,这些机器人在性能和成本上是否存在差异。我们针对这一问题进行了研究,并首次报告了比较各种平台的系统性综述。通过系统性检索,我们发现了至少有两种平台进行比较的临床研究。在 287 项研究中,有 31 项被纳入,其中包括 5 项 RCT 研究和 26 项队列研究,包括 3624 名患者。所有研究都比较了达芬奇与Hintori、Hugo、KangDuo、Micro-Hand、Revo-I、Senhance和Versius机器人。比较涉及多个专科:泌尿外科(18 项研究;上下道)、普外科(11 项研究;腹股沟和腹股沟疝、胆囊切除术、结直肠、胰腺、食道切除术、远端胃切除术)、妇科(3 项研究;子宫切除术、骶尾部切除术)。在转换率、估计失血量、并发症发生率、病理参数、肿瘤结果(6 个月)和功能结果(12 个月)方面没有差异。手术时间及其组成部分的结果不一。住院时间基本相似。外科医生的工作量相似(2 项研究)。较新平台的手术成本低 45-60%(3 项研究)。在一系列腹盆腔手术中,达芬奇和新型机器人的手术、临床、肿瘤和功能结果相似,但新型机器人的成本更低。研究结果不尽相同。有关非技术技能、其他人为因素和比较学习曲线的数据很少。大多数证据都是低质量和回顾性的。不过,有关较新平台的安全性、有效性和非劣势的证据不断积累,对机器人培训计划和采购产生了影响。
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引用次数: 0
The prognostic role of inflammation score in patients with gastric cancer following Da Vinci robot surgery. 达芬奇机器人手术后胃癌患者炎症评分的预后作用。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-10-29 DOI: 10.1007/s11701-024-02142-y
Pengyu Zhang, Xiping Shen, Ji Wu
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引用次数: 0
Urine leak and vascular complications following robotic partial nephrectomy: a contemporary single-center experience. 机器人肾部分切除术后的尿漏和血管并发症:当代单中心经验。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-10-29 DOI: 10.1007/s11701-024-02096-1
Olivia Kola, Michael Smigelski, Shavy Nagpal, Rozalba Gogaj, Samir S Taneja, James S Wysock, William C Huang

Urine leak (UL) and vascular complications (VC), i.e., pseudoaneurysms and arteriovenous fistulas are well-described complications of robotic-assisted partial nephrectomy (RAPN). Historically, UL incidence ranges from 0.3 to 17% and VC from 0.8 to 5.6%. We report the contemporary experience of UL and VC from a single, high-volume center in cases of RAPN. 447 patients were identified from an IRB-approved Renal Tumor Database of 2174 cases who underwent RAPN from 1/2017 to 5/2023. VC occurred in 9 cases (4 pseudoaneurysms, 1 AV fistula, 4 concurrent AV fistula/pseudoaneurysm), UL occurred in 9 (2.0%), and there was one concurrent case of VC and UL. Collecting-system entry occurred in five VC cases and five UL cases. For VCs, the median nephrometry score and maximal tumor diameter was 8 (IQR 3.0) and 3.8 (0.9) cm, respectively, and 8 (3.0) and 3.7 (1.1) cm for UL cases, respectively. Most complications occurred with tumors ≤ 4 mm from the collecting system (n = 7 VC, n = 6 UL). VCs presented after 18 (6.0) days, 6 with gross hematuria; 3 required clot irrigation, 1 required continuous bladder irrigation, and 8 required embolization. No patients required postoperative transfusion. Patients with UL presented after a median of 1 (12) day, with 5 cases detected by elevated creatinine in drain fluid and the remainder detected on routine ultrasound. The duration of UL was 13 (41) days with only 2 cases requiring stenting and one case requiring a drainage catheter. No patients required kidney re-operation or removal. Our rate of VC and UL following RAPN are low and consistent with other contemporary series. Complications occurred in patients with high nephrometry scores or tumors located close to the collecting system. Both complications generally present early and can be managed without kidney re-operation or removal.

尿漏(UL)和血管并发症(VC),即假性动脉瘤和动静脉瘘,是机器人辅助肾部分切除术(RAPN)的常见并发症。历史上,UL 发生率为 0.3% 到 17%,VC 为 0.8% 到 5.6%。我们报告了一个高产量中心在 RAPN 病例中 UL 和 VC 的当代经验。我们从经 IRB 批准的肾肿瘤数据库中筛选出 447 例患者,该数据库包含 2174 例在 2017 年 1 月至 2023 年 5 月期间接受 RAPN 手术的病例。9例发生了VC(4例假性动脉瘤、1例动静脉瘘、4例并发动静脉瘘/假性动脉瘤),9例发生了UL(2.0%),1例同时发生VC和UL。有 5 例 VC 和 5 例 UL 出现集尿系统入口。VC病例的中位肾测量评分和最大肿瘤直径分别为8(IQR 3.0)和3.8(0.9)厘米,UL病例的中位肾测量评分和最大肿瘤直径分别为8(3.0)和3.7(1.1)厘米。大多数并发症发生在肿瘤距离集合系统≤4毫米的情况下(n = 7 VC,n = 6 UL)。VC患者在18(6.0)天后出现血尿,其中6例出现严重血尿;3例需要血块冲洗,1例需要持续膀胱冲洗,8例需要栓塞治疗。没有患者需要术后输血。UL患者出现的时间中位数为1(12)天,其中5例是通过引流液中肌酐升高发现的,其余是通过常规超声检查发现的。UL持续时间为13(41)天,只有2例患者需要进行支架植入术,1例患者需要使用引流导管。没有患者需要再次手术或切除肾脏。我们的 RAPN 术后 VC 和 UL 发生率较低,与其他当代系列研究结果一致。并发症发生在肾功能评分较高或肿瘤靠近集合系统的患者身上。这两种并发症一般出现较早,无需再次手术或切除肾脏即可治愈。
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引用次数: 0
Revolutionizing endometriosis treatment: automated surgical operation through artificial intelligence and robotic vision. 子宫内膜异位症治疗的革命:通过人工智能和机器人视觉实现自动化手术操作。
IF 2.2 3区 医学 Q2 SURGERY Pub Date : 2024-10-26 DOI: 10.1007/s11701-024-02139-7
Sina Saadati, Maryam Amirmazlaghani

Clinical limitations due to poverty significantly impact the lives and health of many individuals globally. Nevertheless, this challenge can be addressed with modern technologies, particularly through robotics and artificial intelligence. This study aims to address these challenges using advanced technologies in robotic surgery and artificial intelligence, proposing a method to fully automate endometriosis robotic surgery with a focus on interpretability, accuracy, and reliability. A methodology for fully automatic endometriosis surgery is introduced. Given the complexity of endometriosis lesions detection, they are categorized by their anatomical location to improve system interpretability. Then, three ensemble U-Net frameworks are designed to detect and localize common types of endometriosis lesions intraoperatively. A cross-training approach is employed, exploring U-Net models with diverse neural architectures-such as ResNet50, ResNet101, VGG19, InceptionV3, MobileNet, and EfficientNetB7-to develop U-Net ensemble models for precise endometriosis lesions segmentation. A novel image augmentation technique is also introduced, enhancing the segmentation models' accuracy and reliability. Furthermore, two U-Net models are developed to localize the ovaries and uterus, mitigating unexpected noise and bolstering the method's accuracy and reliability. The image segmentation models, assessed using the Intersection over Union (IoU) metric, achieved outstanding results: 97.57% for ovarian, 96.35% for uterine, and 92.58% for peritoneal endometriosis. This study proposes a fully automatic method for some common types of endometriosis surgery, including ovarian endometriomas and superficial endometriosis. This method is centered around three ensemble U-Net frameworks and a noise reduction technique using two additional U-Nets for localizing the ovaries and uterus. This approach has the potential to significantly improve the accuracy and reliability of robotic surgeries, potentially reducing healthcare costs and improving outcomes for patients worldwide.

贫困导致的临床限制严重影响着全球许多人的生活和健康。然而,这一挑战可以通过现代技术,特别是机器人技术和人工智能来解决。本研究旨在利用机器人手术和人工智能的先进技术应对这些挑战,提出了一种子宫内膜异位症全自动机器人手术方法,重点关注可解释性、准确性和可靠性。介绍子宫内膜异位症全自动手术的方法。鉴于子宫内膜异位症病灶检测的复杂性,根据解剖位置对病灶进行分类,以提高系统的可解释性。然后,设计了三个集合 U-Net 框架,用于术中检测和定位常见类型的子宫内膜异位症病灶。采用交叉训练方法,探索具有不同神经架构的 U-Net 模型,如 ResNet50、ResNet101、VGG19、InceptionV3、MobileNet 和 EfficientNetB7,从而开发出用于精确子宫内膜异位症病灶分割的 U-Net 集合模型。同时还引入了一种新的图像增强技术,以提高分割模型的准确性和可靠性。此外,还开发了两个 U-Net 模型来定位卵巢和子宫,以减少意外噪音,提高方法的准确性和可靠性。使用 "交集大于联合"(IoU)指标对图像分割模型进行评估,结果非常出色:卵巢、子宫和腹膜子宫内膜异位症的准确率分别为 97.57%、96.35% 和 92.58%。本研究针对一些常见类型的子宫内膜异位症手术,包括卵巢子宫内膜异位症和浅表子宫内膜异位症,提出了一种全自动方法。该方法以三个集合 U-Net 框架和一种降噪技术为核心,使用另外两个 U-Net 对卵巢和子宫进行定位。这种方法有望显著提高机器人手术的准确性和可靠性,从而降低医疗成本,改善全球患者的治疗效果。
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引用次数: 0
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Journal of Robotic Surgery
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