Robot

机器人
  • 文章类型: English Abstract
    目的:探讨机器人辅助植入骶髂穿钉在骨盆后环骨折骨科手术中的准确性及临床效果。
    方法:回顾性分析2022年8月至2023年8月采用机器人辅助骶髂穿螺钉治疗的24例骨盆后环骨折患者的临床资料。其中男性10例,女性14例;年龄21~73岁,平均(49.29±14.48)岁;根据Tile骨盆骨折,13例患者为B型,11例患者为C型。根据术后CT扫描结果,根据Gras标准评估螺钉放置的效果。在最后的后续行动中,根据Matta评分评估骨折愈合情况,功能恢复通过Majeed评分进行评价。
    结果:所有患者均获随访3~13个月,平均(6.00±3.28)个月。共36颗骶髂穿透螺钉,18个S1贯穿螺钉,插入18个S2穿透螺钉,根据Gras标准,共有29个优秀,7个良好。螺钉调整次数为0.00(0.00,0.75)次。在最后的后续行动中,18例患者的Matta评分优异,5个好,1个中等,最大位移距离为2.55(0.00,5.65)mm。Majeed得分为84.37±8.38,15例患者优,7个良好,2个中等。
    结论:机器人可以准确、安全地辅助放置骶髂关节螺钉治疗骨盆后环骨折,促进患者术后功能恢复。
    OBJECTIVE: To explore accuracy and clinical effect of robot-assisted implantation of sacroiliac penetrating screw in orthopedic surgery for posterior pelvic ring fracture.
    METHODS: The clinical data of 24 patients with posterior pelvic ring fracture treated with robot-assisted sacroiliac penetration screws from August 2022 to August 2023 were retrospectively analyzed, including 10 males and 14 females; aged from 21 to 73 years old with an average of (49.29±14.48) years old;according to Tile pelvic fractures, 13 patients were type B and 11 were type C. The effect of screw placement was evaluated according to Gras criteria based on postoperative CT scan results. At the final follow-up, fracture healing was evaluated according to Matta score, and functional recovery was evaluated by Majeed score.
    RESULTS: All patients were followed up for 3 to 13 months with an average of (6.00±3.28) months. Totally 36 sacroiliac penetrating screws, 18 S1 penetrating screws, 18 S2 penetrating screws were inserted, a total of 29 were excellent and 7 good according to Gras standard. Screw adjustment times was 0.00 (0.00, 0.75) times. At the final follow-up, Matta score was excellent in 18 patients, 5 good and 1 moderate, and the maximum displacement distance was 2.55 (0.00, 5.65) mm. Majeed score was 84.37±8.38, 15 patients were excellent, 7 good and 2 moderate.
    CONCLUSIONS: Robot could accurately and safely assist in the placement of sacroiliac joint screws for the treatment of posterior pelvic ring fractures, and promote postoperative functional recovery of patients.
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  • 文章类型: Journal Article
    简介:机器人提供了增强医疗保健服务的机会。而不是针对完全自动化和护士更换,协作机器人,或“协作机器人”,可能旨在让护士专注于高价值的护理。虽然许多机构现在正在投资这些平台,关于如何开发协作机器人的公开数据很少,已实施,并进行评估以确定它们是否以及如何支持现实世界中的护理实践。方法:本系统综述调查了旨在帮助医院护士的机器人技术的现状,它们的预期应用,以及对护士和病人护理的影响。全面的数据库搜索确定了自2018年以来发表的28篇相关同行评审文章,涉及在模拟或实际临床环境中使用机器人平台进行的真实研究。结果:很少有合作机器人被明确设计为通过行政或后勤援助来减少护理工作量。大多数纳入研究的设计是以患者为中心,而不是以护士为中心。但包括对药物输送等任务的援助,生命监测,和社交互动。大多数应用程序来自印度,尽管商业上有护士辅助机器人,但来自美国的证据有限。机器人的范围从概念验证到商业部署的系统。讨论:这篇综述强调了需要进一步发表关于机器人发育和评估的研究。需要更多的证据来认识到当前的局限性和务实的机会,以帮助护士和患者使用最先进的机器人技术。以人为中心的设计可以帮助发现合适的机器人辅助机会。需要致力于研究实践的伙伴关系和以人为本的设计,以指导以护士为中心的机器人解决方案的技术开发。
    Introduction: Robots present an opportunity to enhance healthcare delivery. Rather than targeting complete automation and nurse replacement, collaborative robots, or \"cobots\", might be designed to allow nurses to focus on high-value caregiving. While many institutions are now investing in these platforms, there is little publicly available data on how cobots are being developed, implemented, and evaluated to determine if and how they support nursing practice in the real world. Methods: This systematic review investigates the current state of cobotic technologies designed to assist nurses in hospital settings, their intended applications, and impacts on nurses and patient care. A comprehensive database search identified 28 relevant peer-reviewed articles published since 2018 which involve real studies with robotic platforms in simulated or actual clinical contexts. Results: Few cobots were explicitly designed to reduce nursing workload through administrative or logistical assistance. Most included studies were designed as patient-centered rather than nurse-centered, but included assistance for tasks like medication delivery, vital monitoring, and social interaction. Most applications emerged from India, with limited evidence from the United States despite commercial availability of nurse-assistive cobots. Robots ranged from proof-of-concept to commercially deployed systems. Discussion: This review highlights the need for further published studies on cobotic development and evaluation. A larger body of evidence is needed to recognize current limitations and pragmatic opportunities to assist nurses and patients using state-of-the-art robotics. Human-centered design can assist in discovering the right opportunities for cobotic assistance. Committed research-practice partnerships and human-centered design are needed to guide the technical development of nurse-centered cobotic solutions.
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  • 文章类型: Journal Article
    背景:强直性脊柱炎(AS)患者的脊柱骨折主要表现为不稳定,涉及脊柱的所有三列,手术干预通常被认为是必要的。然而,在AS患者中,骨结构和解剖结构的显著改变导致缺乏可识别的地标,增加了椎弓根螺钉植入的难度。因此,我们介绍了机器人辅助经皮内固定治疗AS患者胸腰椎骨折的临床疗效.
    方法:对12例确诊为AS的患者进行了回顾性分析。所有患者在2018年10月至2022年10月期间均患有胸腰椎骨折,并接受了后路机器人辅助经皮内固定手术。感兴趣的结果包括手术时间,术中失血,并发症,住院时间和骨折愈合。使用视觉模拟评分(VAS)和Oswestry残疾指数(ODI)评估临床结果。为了调查已实现的手术矫正,通过测量Cobb角分析术前和术后侧面的X光片。
    结果:12例患者的平均年龄为62.8±13.0岁,平均随访时间为32.7±18.9个月。平均住院时间为15±8.0天。平均手术时间119.6±32.2min,中位失血量为50(50,250)ml。VAS值从术前的6.8±0.9提高到末次随访时的1.3±1.0(P<0.05)。ODI值从术前的83.6±6.1%提高到最新随访的11.8±6.6%(P<0.05)。平均Cobb角由术前的15.2±11.0变为末次随访的8.3±7.1(P<0.05)。骨愈合始终如一,平均愈合时间为6(5.3,7.0)个月。在植入的108颗螺钉中,2(1.9%)定位不当。一名患者术后出现迟发性神经损伤,但出院后神经功能恢复正常.
    结论:后路机器人辅助经皮内固定可作为治疗AS患者胸腰椎骨折的理想手术方法。然而,而机器人辅助椎弓根螺钉的放置可以提高椎弓根螺钉插入的准确性,不应该仅仅依靠它。
    BACKGROUND: Spinal fractures in patients with ankylosing spondylitis (AS) mainly present as instability, involving all three columns of the spine, and surgical intervention is often considered necessary. However, in AS patients, the significant alterations in bony structure and anatomy result in a lack of identifiable landmarks, which increases the difficulty of pedicle screw implantation. Therefore, we present the clinical outcomes of robotic-assisted percutaneous fixation for thoracolumbar fractures in patients with AS.
    METHODS: A retrospective review was conducted on a series of 12 patients diagnosed with AS. All patients sustained thoracolumbar fractures between October 2018 and October 2022 and underwent posterior robotic-assisted percutaneous fixation procedures. Outcomes of interest included operative time, intra-operative blood loss, complications, duration of hospital stay and fracture union. The clinical outcomes were assessed using the visual analogue scale (VAS) and Oswestry Disability Index (ODI). To investigate the achieved operative correction, pre- and postoperative radiographs in the lateral plane were analyzed by measuring the Cobb angle.
    RESULTS: The 12 patients had a mean age of 62.8 ± 13.0 years and a mean follow-up duration of 32.7 ± 18.9 months. Mean hospital stay duration was 15 ± 8.0 days. The mean operative time was 119.6 ± 32.2 min, and the median blood loss was 50 (50, 250) ml. The VAS value improved from 6.8 ± 0.9 preoperatively to 1.3 ± 1.0 at the final follow-up (P < 0.05). The ODI value improved from 83.6 ± 6.1% preoperatively to 11.8 ± 6.6% at the latest follow-up (P < 0.05). The average Cobb angle changed from 15.2 ± 11.0 pre-operatively to 8.3 ± 7.1 at final follow-up (P < 0.05). Bone healing was consistently achieved, with an average healing time of 6 (5.3, 7.0) months. Of the 108 screws implanted, 2 (1.9%) were improperly positioned. One patient experienced delayed nerve injury after the operation, but the nerve function returned to normal upon discharge.
    CONCLUSIONS: Posterior robotic-assisted percutaneous internal fixation can be used as an ideal surgical treatment for thoracolumbar fractures in AS patients. However, while robot-assisted pedicle screw placement can enhance the accuracy of pedicle screw insertion, it should not be relied upon solely.
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  • 文章类型: Journal Article
    目标:尽管腹侧疝修补术在全球范围内普遍存在,方法,解剖平面,缺陷闭合,网格的选择和放置层正在进行辩论。我们报道了手术技术的细节,机器人辅助经腹横肌筋膜和腹膜前修补术(R-TATFPP)治疗小腹侧疝的安全性和可行性。
    方法:本研究包括2018年至2023年通过机器人辅助腹侧疝修补术进行的22例病例中的5例R-TATFPP修补术,并获得圣卢克国际大学机构审查委员会和圣卢克国际医院临床伦理委员会的批准(19-R147,22-012)。
    结果:有4名男性和1名女性,平均年龄64.4±10.0岁,包括两个脐带疝和三个切口疝。平均身高,体重,体重指数(BMI),疝缺损长度,宽度,操作时间,控制台时间,住院时间为171.2±11.8厘米,82.4±13.4kg,28.0±2.1kg/m2,2.8±1.4cm,3.0±1.3cm,180分钟,133.8分钟,2.4天,分别。除一例急性尿潴留外,未观察到任何转换或并发症。
    结论:机器人辅助的横肌筋膜和腹膜前修补术对于小腹侧疝是安全可行的,对腹壁结构和结构的破坏最小。
    OBJECTIVE: Despite the widespread of ventral hernia repairs globally, the approach method, dissection planes, defect closure, and the choice and placement layer of mesh are an ongoing debate. We reported the details of surgical techniques, safety and feasibility for robot-assisted transabdominal transversalis fascial and preperitoneal repair (R-TATFPP) for small ventral hernia.
    METHODS: This study included 5 cases of R-TATFPP repair among 22 cases performed by robot-assisted ventral hernia repair from 2018 to 2023 with the approval of the Institutional Review Board at St. Luke\'s International University and clinical ethical committee at St. Luke\'s International Hospital (19-R147, 22-012).
    RESULTS: There were four males and one female, with mean age of 64.4 ± 10.0 years, inclusive of two umbilical and three incisional hernias. Mean height, weight, body mass index (BMI), hernia defect length, width, operation time, console time, and hospital stay were 171.2 ± 11.8 cm, 82.4 ± 13.4 kg, 28.0 ± 2.1 kg/m2, 2.8 ± 1.4 cm, 3.0 ± 1.3 cm, 180 min, 133.8 min, and 2.4 days, respectively. No conversion nor complication was observed except for one acute urinary retention.
    CONCLUSIONS: Robot-assisted transversalis fascial and preperitoneal repair was safe and feasible for small ventral hernia with the minimal disruption to the abdominal wall architecture and structures.
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  • 文章类型: Journal Article
    在中风后进行上肢康复的机器人辅助手臂伸展运动期间,躯干代偿运动经常表现出来。可能会阻碍功能恢复。这些异常运动在中风幸存者中普遍存在,并可能阻碍他们的康复进展。使解决这个问题变得至关重要。这项研究评估了视觉反馈的功效,由RGB-D相机促进,减少干线补偿。总的来说,17名身体健全的人和18名中风幸存者在不受限制的躯干条件和视觉反馈条件下执行了伸手任务。在视觉反馈模式中,目标位置与躯干运动同步,目标运动速度相同,双,和三倍的躯干的运动速度,向参与者提供实时反馈。值得注意的是,当目标以相同的速度移动并且是躯干运动速度的两倍时,躯干代偿运动显着减少。此外,这些情况显示卒中幸存者的任务完成时间和感知劳累增加.这一结果表明,视觉反馈有效地提高了任务难度,从而阻止不必要的躯干运动。研究结果强调了定制视觉反馈在纠正中风幸存者异常上肢运动中的关键作用。可能有助于机器人辅助康复策略的发展。这些见解倡导将视觉反馈整合到康复练习中,强调其通过减少不必要的代偿运动为中风后个体提供更有效的康复途径的潜力。
    Trunk compensatory movements frequently manifest during robotic-assisted arm reaching exercises for upper limb rehabilitation following a stroke, potentially impeding functional recovery. These aberrant movements are prevalent among stroke survivors and can hinder their progress in rehabilitation, making it crucial to address this issue. This study evaluated the efficacy of visual feedback, facilitated by an RGB-D camera, in reducing trunk compensation. In total, 17 able-bodied individuals and 18 stroke survivors performed reaching tasks under unrestricted trunk conditions and visual feedback conditions. In the visual feedback modalities, the target position was synchronized with trunk movement at ratios where the target moved at the same speed, double, and triple the trunk\'s motion speed, providing real-time feedback to the participants. Notably, trunk compensatory movements were significantly diminished when the target moved at the same speed and double the trunk\'s motion speed. Furthermore, these conditions exhibited an increase in the task completion time and perceived exertion among stroke survivors. This outcome suggests that visual feedback effectively heightened the task difficulty, thereby discouraging unnecessary trunk motion. The findings underscore the pivotal role of customized visual feedback in correcting aberrant upper limb movements among stroke survivors, potentially contributing to the advancement of robotic-assisted rehabilitation strategies. These insights advocate for the integration of visual feedback into rehabilitation exercises, highlighting its potential to foster more effective recovery pathways for post-stroke individuals by minimizing undesired compensatory motions.
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  • 文章类型: Journal Article
    这项荟萃分析旨在评估机器人辅助的深部脑刺激(DBS)手术治疗帕金森病(PD)的有效性和安全性。
    四个数据库(Medline,Embase,WebofScienceandCENTRAL)从建立数据库到2024年3月23日进行了搜索,以研究机器人辅助的DBS在诊断为PD的患者中的文章。向量误差的荟萃分析,并发症发生率,左旋多巴等效日剂量(LEDD),统一帕金森病评定量表(UPDRS),UPDRSII,UPDRSIII,并进行了UPDRSIV。
    本荟萃分析共纳入15项研究,包括732名接受机器人辅助DBS的PD患者。汇总结果显示,接受机器人辅助DBS的帕金森病患者的矢量误差为1.09mm(95%CI:0.87至1.30)。并发症发生率为0.12(95%CI,0.03至0.24)。LEDD的减少为422.31mg(95%CI:68.69至775.94)。UPDRS的改进,UPDRSIII,UPDRSIV为27.36(95%CI:8.57至46.15),14.09(95%CI:4.67至23.52),和3.54(95%CI:-2.35至9.43),分别。
    机器人辅助DBS是治疗PD的可靠且安全的方法。与传统的基于框架的立体定位技术相比,机器人辅助的DBS提供了增强的准确性。然而,进一步的研究是必要的,以验证机器人辅助DBS在提高运动功能和减少抗帕金森病药物的需要方面的优势,与传统的基于框架的立体定位技术相比。临床试验注册:PROSPERO(CRD42024529976)。
    UNASSIGNED: This meta-analysis aims to assess the effectiveness and safety of robot-assisted deep brain stimulation (DBS) surgery for Parkinson\'s disease(PD).
    UNASSIGNED: Four databases (Medline, Embase, Web of Science and CENTRAL) were searched from establishment of database to 23 March 2024, for articles studying robot-assisted DBS in patients diagnosed with PD. Meta-analyses of vector error, complication rate, levodopa-equivalent daily dose (LEDD), Unified Parkinson\'s Disease Rating Scale (UPDRS), UPDRS II, UPDRS III, and UPDRS IV were performed.
    UNASSIGNED: A total of 15 studies were included in this meta-analysis, comprising 732 patients with PD who received robot-assisted DBS. The pooled results revealed that the vector error was measured at 1.09 mm (95% CI: 0.87 to 1.30) in patients with Parkinson\'s disease who received robot-assisted DBS. The complication rate was 0.12 (95% CI, 0.03 to 0.24). The reduction in LEDD was 422.31 mg (95% CI: 68.69 to 775.94). The improvement in UPDRS, UPDRS III, and UPDRS IV was 27.36 (95% CI: 8.57 to 46.15), 14.09 (95% CI: 4.67 to 23.52), and 3.54 (95% CI: -2.35 to 9.43), respectively.
    UNASSIGNED: Robot-assisted DBS is a reliable and safe approach for treating PD. Robot-assisted DBS provides enhanced accuracy in contrast to conventional frame-based stereotactic techniques. Nevertheless, further investigation is necessary to validate the advantages of robot-assisted DBS in terms of enhancing motor function and decreasing the need for antiparkinsonian medications, in comparison to traditional frame-based stereotactic techniques.Clinical trial registration: PROSPERO(CRD42024529976).
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  • 文章类型: Journal Article
    甲状腺髓样癌占所有甲状腺癌的5%至10%。转移性腺病可能在复杂的解剖位置带来挑战,例如咽旁间隙。我们单位已使用经颈经口机器人联合手术治疗了咽旁间隙转移性甲状腺髓样癌的罕见病例。我们的目的是提供对该患者进行的手术的详细描述。
    我们报告了一个值得关注的单例病例报告。
    一名42岁的妇女在我们的病房接受治疗,治疗位于右咽旁间隙的甲状腺髓样癌腺病。使用经颈和经口机器人联合方法去除咽旁腺40.0mm×25.0mm×12.0mm的腺病,而没有牺牲或损伤血管或神经结构。气管造口术和饲管均未实施。术后第1天恢复喂养,住院时间为7天。
    进行了一种创新的经颈和经口联合机器人手术方法,以解决咽旁间隙转移性甲状腺髓样癌。这种手术技术使我们能够避免下颌入路的需要,气管造口术,和饲管,使成功的肿瘤切除没有碎片。术后护理明显缓解。观察到的唯一并发症是发音障碍,可能是由于颈动脉解剖过程中迷走神经的术中拉伸所致。
    UNASSIGNED: Medullary thyroid carcinoma constitutes 5% to 10% of all thyroid cancers. Metastatic adenopathies may pose challenges in intricate anatomical locations, such as the parapharyngeal space. A rare case of metastatic medullary thyroid carcinoma in the parapharyngeal space has been treated in our unit using combined trans-cervical trans-oral robotic surgery. Our objective was to provide a detailed description of the surgery performed on this patient.
    UNASSIGNED: We reported a singular case report worth of interest.
    UNASSIGNED: A 42-year-old woman was addressed in our unit for the management of a medullary thyroid carcinoma adenopathy located in the right parapharyngeal space. A parapharyngeal 40.0 mm × 25.0 mm × 12.0 mm adenopathy was removed using a combined trans-cervical and trans-oral robotic approach without sacrifice or injury of vascular or nervous structure. Neither the tracheostomy nor the feeding tube was implemented. Feeding was resumed on postoperative day 1 and hospitalization spanned 7 days.
    UNASSIGNED: An innovative combined trans-cervical and trans-oral robotic surgery approach was conducted to address a metastatic medullary thyroid carcinoma in the parapharyngeal space. This surgical technique allowed us to circumvent the need for a trans-mandibular approach, tracheostomy, and feeding tube and enabling successful tumor removal without fragmentation. Postoperative care was significantly eased. The sole complication observed was dysphonia, likely resulting from intra-operative stretching of the vagus nerve during the dissection of the carotid artery.
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  • 文章类型: Journal Article
    本研究系统综述了机器人辅助经皮椎体后凸成形术(R-PKP)对骨质疏松性椎体压缩骨折(OVCF)患者临床疗效及并发症的影响。从建立数据库到2024年4月19日发表的文章在PubMed中进行了搜索,科克伦图书馆,WebofScience,Embase,Scopus,中国国家知识基础设施(CNKI),和中国生物医学文献服务系统(SinoMed)。采用Meta分析评价对照组和R-PKP组疼痛缓解情况及并发症发生情况。标准化平均差(SMD)或平均差(MD),风险比(RR),选择95%置信区间(CI)进行分析,并采用公共或随机效应模型对数据进行合并。纳入了8项涉及773例OCVF患者的研究。R-PKP能有效地改善Cobb角(MD=-1.00,95%CI-1.68~-0.33,P=0.0034),降低水泥渗漏发生率(RR=0.36,95%CI0.21~0.60,P<0.0001)。然而,对视觉模拟量表结果无显著影响(MD=-0.09,95%CI-0.20~0.02,P=0.1145),透视频率(SMD=5.31,95%CI-7.24至17.86,P=0.4072),手术时间(MD=-0.72,95%CI-7.47~6.03,P=0.8342)。R-PKP可以明显纠正椎体角度,减少骨水泥渗漏。因此,R-PKP可能是矫正椎体角度、减少术后并发症的有效选择,虽然它对缓解疼痛的影响,减少透视频率,缩短运行时间需要进一步探索。
    This study systemically reviewed the effects of robot-assisted percutaneous kyphoplasty (R-PKP) on the clinical outcomes and complications of patients with osteoporotic vertebral compression fracture (OVCF). The articles published from the establishment of the database to 19 April 2024 were searched in PubMed, The Cochrane Library, Web of Science, Embase, Scopus, China National Knowledge Infrastructure (CNKI), and Chinese biomedical literature service system (SinoMed). Meta-analysis was employed to evaluate the status of pain relief and complications between the control and R-PKP groups. Standardized mean difference (SMD) or mean difference (MD), risk ratios (RR), and 95% confidence interval (CI) were selected for analysis, and a common or random effect model was adopted to merge the data. Eight studies involving 773 patients with OCVFs were included. R-PKP could effectively Cobb\'s angles (MD = -1.00, 95% CI -1.68 to -0.33, P = 0.0034), and decrease the occurrence of cement leakage (RR = 0.36, 95% CI 0.21 to 0.60, P < 0.0001). However, there was no significant effect on the results of visual analog scale (MD = -0.09, 95% CI -0.20 to 0.02, P = 0.1145), fluoroscopic frequency (SMD = 5.31, 95% CI -7.24 to 17.86, P = 0.4072), and operation time (MD = -0.72, 95% CI -7.47 to 6.03, P = 0.8342). R-PKP could significantly correct vertebral angle and reduce cement leakage. Thus, R-PKP maybe an effective choice for correction vertebral Angle and reducing postoperative complications, while its impact on relieving pain, decreasing fluoroscopic frequency, and shortening operation time need further exploration.
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  • 文章类型: Journal Article
    未知移动代理的导航,未映射的环境是实现一般自治的关键任务。将强化学习与深度神经网络相结合的最新进展在应对这一挑战方面显示出了有希望的结果。然而,这些方法固有的复杂性,以多层网络和复杂的奖励目标为特征,限制了他们的自主权,增加内存占用,和复杂的适应节能边缘硬件。为了克服这些挑战,我们提出了一种受大脑启发的方法,该方法采用了由本地学习规则训练的浅层架构,用于在未知环境中进行自我监督导航。我们的方法在达到目标精度和路径长度方面实现了与最先进的深度Q网络(DQN)方法相当的性能,参数数量相似(略低),操作,和训练迭代。值得注意的是,我们的自监督方法结合了基于新颖性和随机游走,以减轻对客观奖励定义的需求并增强代理自主性。同时,浅层架构和局部学习规则不要求错误反向传播,减少内存开销,并在边缘神经形态处理器上实现。这些结果有助于利用最少资源同时有效处理变异性的具体化神经形态试剂的潜力。
    Navigation of mobile agents in unknown, unmapped environments is a critical task for achieving general autonomy. Recent advancements in combining Reinforcement Learning with Deep Neural Networks have shown promising results in addressing this challenge. However, the inherent complexity of these approaches, characterized by multi-layer networks and intricate reward objectives, limits their autonomy, increases memory footprint, and complicates adaptation to energy-efficient edge hardware. To overcome these challenges, we propose a brain-inspired method that employs a shallow architecture trained by a local learning rule for self-supervised navigation in uncharted environments. Our approach achieves performance comparable to a state-of-the-art Deep Q Network (DQN) method with respect to goal-reaching accuracy and path length, with a similar (slightly lower) number of parameters, operations, and training iterations. Notably, our self-supervised approach combines novelty-based and random walks to alleviate the need for objective reward definition and enhance agent autonomy. At the same time, the shallow architecture and local learning rule do not call for error backpropagation, decreasing the memory overhead and enabling implementation on edge neuromorphic processors. These results contribute to the potential of embodied neuromorphic agents utilizing minimal resources while effectively handling variability.
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  • 文章类型: Journal Article
    尽管大多数反流患者可以通过药物治疗来治疗,有些需要手术干预来控制他们的疾病。较新的技术,如磁括约肌增强(MSA),已被推广为胃底折叠术的替代品。然而,随着时间的流逝,我们的机构注意到需要拆除MSA设备。尽管一些报告描述了MSA设备的移除,我们提供了一个更深入的解释如何执行机器人设备的删除。我们的文章介绍了技术步骤,并包括一个视频来演示如何机器人完成手术。
    Although most patients with reflux can be managed with medical therapy, some require surgical intervention to manage their disease. Newer technologies, such as magnetic sphincter augmentation (MSA), have been promoted as the replacement of fundoplication. However, as time has elapsed, our institution noticed the need for the removal of MSA devices. Although a few reports have described MSA device removals, we provide a deeper explanation of how to perform a robotic device removal. Our article describes the technical steps and includes a video to demonstrate how to complete the surgery robotically.
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