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Artificial Intelligence in Planning for Spine Surgery. 人工智能在脊柱外科手术计划中的应用。
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-01 Epub Date: 2025-08-26 DOI: 10.1007/s12178-025-09992-5
Iyad S Ali, Yianni Bakaes, James S MacLeod, Tony Y Lee, Sia Cho, Wellington K Hsu

Purpose of review: There has been an expanding role of artificial intelligence (AI) and machine learning (ML) in spine surgery, particularly in operative planning, intraoperative navigation, and postoperative management. With a focus on patient-specific surgical strategies, AI technologies offer new possibilities for improving surgical accuracy, reducing risks, and enhancing patient outcomes in spine care.

Recent findings: AI models have shown strong accuracy in preoperative planning, with neural networks outperforming traditional algorithms in patient selection and outcome prediction. Advances in 3D modeling, supported by machine learning, enable efficient, patient-specific anatomical reconstructions, reducing manual segmentation time from hours to seconds. In intraoperative navigation, AI-driven virtual and augmented reality systems enhance screw placement precision and reduce radiation exposure by up to 90%, improving workflow and safety. Additionally, real-time AI-based decision support has decreased operative time and postoperative risks, while postoperative AI applications now support mortality risk stratification and discharge planning, yielding significant predictive accuracy for adverse events and extended stays. AI technologies are transforming spine surgery by increasing surgical precision, optimizing clinical workflows, and personalizing patient care. While challenges remain regarding data diversity and ethical considerations, ongoing innovations indicate that AI will continue to refine spine surgery through personalized and efficient care solutions.

综述目的:人工智能(AI)和机器学习(ML)在脊柱外科手术中的作用越来越大,特别是在手术计划、术中导航和术后管理方面。人工智能技术专注于患者特定的手术策略,为提高手术准确性、降低风险和提高脊柱护理患者的预后提供了新的可能性。近期发现:人工智能模型在术前规划方面显示出很强的准确性,神经网络在患者选择和结果预测方面优于传统算法。在机器学习的支持下,3D建模的进步使高效的、针对患者的解剖重建成为可能,将人工分割时间从几小时减少到几秒钟。在术中导航中,人工智能驱动的虚拟和增强现实系统提高了螺钉放置精度,减少了高达90%的辐射暴露,改善了工作流程和安全性。此外,基于人工智能的实时决策支持减少了手术时间和术后风险,而术后人工智能应用现在支持死亡率风险分层和出院计划,对不良事件和延长住院时间产生了显著的预测准确性。人工智能技术正在通过提高手术精度、优化临床工作流程和个性化患者护理来改变脊柱外科手术。尽管在数据多样性和伦理考虑方面仍然存在挑战,但不断的创新表明,人工智能将继续通过个性化和高效的护理解决方案来完善脊柱手术。
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引用次数: 0
Sex-Based Differences Femoroacetabular Impingement and Hip Arthroscopy. 股骨髋臼撞击与髋关节镜的性别差异。
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-01 Epub Date: 2025-08-06 DOI: 10.1007/s12178-025-09988-1
Haley E Smith, Andrea M Spiker

Purpose of review: Hip arthroscopy is an effective surgical procedure to treat intra-articular hip pathology including femoroacetabular impingement (FAI) and labral tears. This review aims to synthesize current evidence on sex-based differences in the pathology, presentation, surgical management, and outcomes of femoroacetabular impingement (FAI) and hip arthroscopy.

Recent findings: Emerging evidence indicates distinct morphological and clinical patterns of FAI between sexes. Cam-type morphology is more prevalent in males, whereas females more frequently present with pincer morphology and generalized joint hypermobility. Sex-specific differences in acetabular and femoral version, pelvic anatomy, and ligamentous laxity may contribute to variable symptomatology and diagnostic challenges. Postoperative outcomes following hip arthroscopy also appear to vary, with some studies reporting inferior outcome scores in females while others report no differences based on patient sex. Sex-based anatomical and biomechanical differences in FAI are clinically significant and may impact diagnosis, treatment strategy, and surgical outcomes. Recognizing and addressing these distinctions can optimize outcomes for both male and female patients. Continued research is needed to refine our understanding sex-specific etiology, pathology, and management approaches to ultimately improve long-term hip preservation.

综述目的:髋关节镜检查是治疗髋关节内病变包括股髋臼撞击(FAI)和唇部撕裂的有效手术方法。本综述旨在综合目前关于股髋臼撞击(FAI)和髋关节镜检查在病理、表现、手术处理和结局方面的性别差异的证据。最新发现:新出现的证据表明FAI在两性之间有不同的形态和临床模式。凸轮型形态在男性中更为普遍,而女性更常出现钳形形态和广泛性关节过度活动。髋臼和股侧型、骨盆解剖和韧带松弛的性别差异可能导致不同的症状和诊断挑战。髋关节镜术后的结果似乎也各不相同,一些研究报告女性的结果评分较低,而另一些研究报告没有基于患者性别的差异。FAI中基于性别的解剖学和生物力学差异在临床上具有重要意义,并可能影响诊断、治疗策略和手术结果。认识和解决这些差异可以优化男性和女性患者的结果。需要继续的研究来完善我们对性别特异性病因、病理和管理方法的理解,最终改善髋关节的长期保存。
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引用次数: 0
Regeneration or Risk? A Narrative Review of BPC-157 for Musculoskeletal Healing. 再生还是风险?BPC-157用于肌肉骨骼愈合的综述。
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-01 Epub Date: 2025-08-12 DOI: 10.1007/s12178-025-09990-7
Flynn P McGuire, Riley Martinez, Annika Lenz, Lee Skinner, Daniel M Cushman
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引用次数: 0
Pregnancy-Related Hip and Pelvis Musculoskeletal Conditions, Risk Factors, and Prevention. 妊娠相关的髋关节和骨盆肌肉骨骼状况、危险因素和预防。
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-01 Epub Date: 2025-08-19 DOI: 10.1007/s12178-025-09991-6
Chloe J Leung, Frances Tao, Carlin Senter, Faustine D Ramirez, Stephanie E Wong
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引用次数: 0
Anterior Cruciate Ligament Reconstruction: Common Intraoperative Mistakes and Techniques for Error Recovery. 前交叉韧带重建:常见的术中错误和错误恢复技术。
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-01 Epub Date: 2025-02-04 DOI: 10.1007/s12178-025-09947-w
Kevin C Wang, Timothy Keeley, Drew A Lansdown

Purpose of review: Anterior cruciate ligament (ACL) reconstruction is a commonly performed procedure among general orthopedists, and is a logged procedure required for graduation from accredited orthopaedic residency programs.

Recent findings: ACL reconstruction surgery has a number of critical steps, and intraoperative errors can significantly impact the success rate and morbidity of this operation. Technical errors are frequently cited as some of the most common reasons for ACL reconstruction failure. This narrative review provides low-volume surgeons and trainees with an overview of the common errors that can be made during the critical steps of an ACL reconstruction procedure. We suggest technical points for avoiding commonly-encountered errors and provide a description of evidence-supported error recovery techniques to address these errors if they occur intraoperatively. These key steps include femoral tunnel creation, tibial tunnel creation, graft harvest and preparation, and graft fixation within the tunnels. We discuss a number of primary and backup fixation strategies as well as all commonly used autografts (bone-patellar tendon-bone, hamstring, and quadriceps tendon). Additionally, we provide a brief overview on address intra-operative graft contamination citing currently available evidence.

审查目的:前交叉韧带(ACL)重建手术是普通骨科医生常做的手术,也是获得认可的骨科住院医师培训项目毕业所要求的记录程序:前交叉韧带重建手术有许多关键步骤,术中失误会严重影响手术的成功率和发病率。技术失误是前交叉韧带重建手术失败最常见的原因之一。这篇叙述性综述概述了前交叉韧带重建手术关键步骤中可能出现的常见错误,为低容量外科医生和受训者提供了参考。我们提出了避免常见错误的技术要点,并介绍了有证据支持的错误恢复技术,以解决术中出现的这些错误。这些关键步骤包括股骨隧道创建、胫骨隧道创建、移植物采集和准备以及移植物在隧道内的固定。我们将讨论一些主要和备用固定策略,以及所有常用的自体移植物(骨-髌腱-骨、腘绳肌腱和股四头肌腱)。此外,我们还引用现有证据简要概述了如何解决术中移植物污染问题。
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引用次数: 0
Approach to Treating Patients after First-time Anterior Shoulder Instability: What Does the Evidence Say? 首次肩关节前不稳患者的治疗方法:证据表明什么?
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-01 Epub Date: 2025-03-31 DOI: 10.1007/s12178-025-09962-x
William R Schulz, Ramiro J Lopez, Ian M Marigi, Matthew M Crowe, Christopher L Camp, Adam J Tagliero, Erick M Marigi

Purpose of review: Management of first-time anterior shoulder instability (ASI) is an extensively studied yet controversial topic. Successful treatment requires incorporation of a wide range of factors including patient demographics, varying presenting pathology, functional demands, and sport specific considerations. The purpose of this review is to provide an up-to-date summary of the current literature and trends regarding management of first time ASI events.

Recent findings: For non-operative treatment of first-time ASI events, shorter times for immobilization and consideration of positioning in external rotation may be more beneficial. Operative intervention may be favored for patients at high risk of recurrence (young, male, collision sports, and/or overhead athlete). Historically, open soft tissue stabilization was a primary treatment option for ASI. More recently, there has been an increased emphasis on arthroscopic Bankart repair (ABR) especially in the United States. The remplissage has become a useful adjunct to ABR to manage cases with Hill-Sachs lesions or sub-critical bone loss. Latarjet (coracoid transfer) remains a well-studied and common option for cases of critical glenoid bone loss. When directly compared both ABR with Remplissage and Latarjet improve outcomes and reduce the risk of recurrence in athletes with first-time ASI. Currently, there is no uniform approach to managing first-time ASI events. Therefore, an individualized approach is required with consideration of the individuals demographic, presence of bone loss, functional demands, and sport specific considerations. In young, male, collision athletes early surgical intervention may be beneficial to prevent recurrence. When faced with minimal (< 13.5%) or subcritical bone loss (13.5% to 20%), ABR with Remplissage may reduce rates of instability compared to ABR alone.

综述目的:首次肩关节前侧不稳定(ASI)的治疗是一个研究广泛但又存在争议的课题。成功的治疗需要综合考虑多种因素,包括患者的人口统计学特征、不同的病理表现、功能需求以及运动方面的特殊考虑。本综述旨在提供有关首次 ASI 事件处理的最新文献摘要和趋势:对于首次 ASI 事件的非手术治疗,缩短固定时间并考虑外旋定位可能更有益处。对于复发风险较高的患者(年轻、男性、碰撞运动和/或高抬腿运动员),可能更倾向于手术干预。从历史上看,开放性软组织稳定术是 ASI 的主要治疗方法。最近,关节镜下 Bankart 修复术(ABR)越来越受到重视,尤其是在美国。Remplissage已成为ABR的一种有效辅助手段,可用于处理Hill-Sachs病变或亚临界骨缺失病例。Latarjet(肩胛骨转移)仍是一种经过充分研究的治疗盂骨严重缺损的常用方法。如果将 ABR 与 Remplissage 和 Latarjet 进行直接比较,可以改善首次 ASI 运动员的治疗效果并降低复发风险。目前,还没有统一的方法来处理首次 ASI 事件。因此,需要采用个体化的方法,并考虑到个人的人口结构、是否存在骨质流失、功能需求以及特定运动的考虑因素。对于年轻的男性碰撞运动员来说,早期手术干预可能有利于防止复发。当面临极小的(......
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引用次数: 0
Evolution of Titanium Interbody Cages and Current Uses of 3D Printed Titanium in Spine Fusion Surgery. 钛椎间套管的演变和 3D 打印钛在脊柱融合手术中的当前应用。
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-01 Epub Date: 2024-07-14 DOI: 10.1007/s12178-024-09912-z
Justin J Lee, Freddy P Jacome, David M Hiltzik, Manasa S Pagadala, Wellington K Hsu

Purpose of review: To summarize the history of titanium implants in spine fusion surgery and its evolution over time.

Recent findings: Titanium interbody cages used in spine fusion surgery have evolved from solid metal blocks to porous structures with varying shapes and sizes in order to provide stability while minimizing adverse side effects. Advancements in technology, especially 3D printing, have allowed for the creation of highly customizable spinal implants to fit patient specific needs. Recent evidence suggests that customizing shape and density of the implants may improve patient outcomes compared to current industry standards. Future work is warranted to determine the practical feasibility and long-term clinical outcomes of patients using 3D printed spine fusion implants. Outcomes in spine fusion surgery have improved greatly due to technological advancements. 3D printed spinal implants, in particular, may improve outcomes in patients undergoing spine fusion surgery when compared to current industry standards. Long term follow up and direct comparison between implant characteristics is required for the adoption of 3D printed implants as the standard of care.

综述的目的:总结脊柱融合手术中钛植入物的历史及其随时间的演变:脊柱融合手术中使用的钛椎体间架已从实心金属块发展为形状和尺寸各异的多孔结构,以提供稳定性,同时最大限度地减少不良副作用。技术的进步,尤其是 3D 打印技术的发展,使高度定制化的脊柱植入物得以问世,以满足患者的特殊需求。最近的证据表明,与目前的行业标准相比,定制植入物的形状和密度可能会改善患者的治疗效果。未来的工作需要确定使用 3D 打印脊柱融合植入物的实际可行性和患者的长期临床疗效。由于技术的进步,脊柱融合手术的效果得到了极大改善。与目前的行业标准相比,3D 打印脊柱植入物尤其可以改善脊柱融合手术患者的治疗效果。要将 3D 打印植入物作为护理标准,还需要进行长期随访并直接比较植入物的特性。
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引用次数: 0
Return To Sport Following ACL Reconstruction. ACL重建后恢复运动。
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-01 Epub Date: 2025-07-17 DOI: 10.1007/s12178-025-09989-0
Aidan Foley, Jamie Confino, Ryan Halvorson, Kyla Petrie, Anisa Torres, Brian Feeley

Purpose of review: Outcomes after anterior cruciate ligament reconstruction (ACLR) are generally favorable, yet the timing and extent of return to sport vary widely and are influenced by numerous factors. This review examines the principal pre-operative, intra-operative, and post-operative considerations that influence return to sport following ACLR.

Recent findings: Successful return to sport depends on many crucial elements during the pre-operative, intra-operative, and post-operative periods. Recent developments for adjunctive rehabilitation modalities-such as blood flow restriction, hyperbaric oxygen therapy, cryotherapy, and photo-biomodulation-may further enhance recovery for some patients. Additionally, psychological readiness has emerged and continues to grow as a key predictor of both the timing and success of return to sport. A criteria-based strategy that integrates physical performance, sport-specific skills, and psychological preparedness offers the most reliable framework for tailoring rehabilitation and maximizing retorn-to-sport outcomes following ACL reconstruction.

回顾目的:前交叉韧带重建(ACLR)后的结果通常是有利的,但恢复运动的时间和程度差异很大,并受到许多因素的影响。本综述探讨了影响ACLR术后恢复运动的主要术前、术中和术后考虑因素。最近的研究发现:成功恢复运动取决于术前、术中和术后的许多关键因素。最近发展的辅助康复模式,如血流限制、高压氧治疗、冷冻治疗和光生物调节,可能会进一步促进一些患者的康复。此外,心理准备已经出现,并将继续增长,作为回归运动的时机和成功的关键预测因素。综合体能表现、运动专项技能和心理准备的基于标准的策略为ACL重建后定制康复和最大化报告-运动结果提供了最可靠的框架。
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引用次数: 0
Frugal Innovations in Orthopaedics. 骨科的节俭创新。
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-01 Epub Date: 2025-06-23 DOI: 10.1007/s12178-025-09985-4
Shravya Kakulamarri, Charlotte F Wahle, Lacey Smith, Sanjeev Sabharwal

Purpose of review: Frugal innovations prioritize low-cost interventions, while keeping in mind efficacy, accessibility and scalability. Despite a scientific culture that often celebrates major financial investment and cutting-edge technologies, frugal innovations can be just as important in both low-income countries where resources are scarce as they are high income countries where the health needs of aging populations may be outpacing economic growth. We sought to comprehensively review the current state of frugal innovations in orthopaedic surgery, as well as to identify next steps as the importance of these low-cost interventions continues to grow.

Recent findings: Frugal innovation is particularly relevant in orthopaedic care as musculoskeletal interventions such as prosthetics, orthotics and surgery demand significant materials, skilled labor, and frequent follow-up. There have been numerous innovations in the recent years, including the development of low-cost intramedullary nails, bioabsorbable implants, negative-pressure wound therapy systems made from aquarium pumps, repurposed Foley catheters and nasogastric tubes for use in surgeries, among many more. Frugal innovations in orthopaedic surgery are becoming more relevant and rapidly evolving in all health-care settings as a tool to deliver value-based care to the growing needs of the population. Though many of these projects are performed on a local scale, when considered collectively, they demonstrate powerful efforts to move the needle in enhancing access to high-quality orthopaedic surgical care and reduce the burden of global musculoskeletal disability. Frugal innovations offer immense promise in reducing costs and closing the gap of access to high-quality orthopaedic care worldwide.

回顾目的:节俭创新优先考虑低成本干预措施,同时牢记有效性、可及性和可扩展性。尽管科学文化常常颂扬重大金融投资和尖端技术,但节俭创新在资源匮乏的低收入国家和高收入国家同样重要,因为高收入国家老龄化人口的健康需求可能超过经济增长的速度。我们试图全面回顾骨科手术中节约型创新的现状,并随着这些低成本干预措施的重要性不断提高,确定下一步的措施。最近的研究发现:节约型创新在骨科护理中尤为重要,因为肌肉骨骼干预如假肢、矫形器和手术需要大量的材料、熟练的劳动力和频繁的随访。近年来出现了许多创新,包括开发低成本的髓内钉、生物可吸收植入物、由水族馆泵制成的负压伤口治疗系统、用于手术的重新用途的福莱导管和鼻胃管等等。骨科手术的节约型创新正变得越来越相关,并在所有医疗保健机构中迅速发展,作为一种工具,为不断增长的人口需求提供基于价值的护理。虽然其中许多项目是在地方范围内进行的,但从整体来看,它们表明了在提高获得高质量骨科手术护理和减轻全球肌肉骨骼残疾负担方面所做的巨大努力。节约型创新在降低成本和缩小全球高质量骨科护理的差距方面提供了巨大的希望。
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引用次数: 0
Lower Extremity Musculoskeletal Injuries Associated with Marathon Running. 与马拉松赛跑相关的下肢肌肉骨骼损伤。
IF 3.9 2区 医学 Q1 ORTHOPEDICS Pub Date : 2025-11-28 DOI: 10.1007/s12178-025-10000-z
Julia M Perugini, Daniel C Touhey, Robert H Brophy, Derrick M Knapik
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引用次数: 0
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Current Reviews in Musculoskeletal Medicine
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