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Clinical Utility of Ultrasound-Guided Erector Spinae Plane Block in Percutaneous Transforaminal Endoscopic Discectomy. 超声引导直立者脊柱平面阻滞在经皮椎间孔内镜椎间盘切除术中的临床应用。
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-02-09 DOI: 10.62713/aic.4138
Xiaoting Zheng, Jile Jiang, Yuequan Yan, Qinghui Chen, Guixiang Zheng, Bincheng Wang, Bin Huang, Weihan Chen, Qipeng Su

Aim: To evaluate the feasibility and preliminary effects of ultrasound-guided erector spinae plane block (ESPB) in patients undergoing percutaneous transforaminal endoscopic discectomy (PTED).

Methods: This exploratory randomized controlled trial enrolled 60 patients with lumbar disc herniation who underwent PTED between May and December 2021 at our institution. Participants were randomly assigned to either a local anesthesia (LA) group or an ESPB group (n = 30). Heart rate (HR), mean arterial pressure (MAP), and visual analogue scale (VAS) scores were recorded at four time points: before anesthesia (T0), during foraminoplasty (T1), during annulus fibrosus manipulation (T2), and at the end of surgery (T3). Additional outcomes included operative time, intraoperative blood loss, length of hospital stay, willingness to undergo reoperation, and outcomes based on the modified Macnab criteria. The Oswestry Disability Index (ODI) and VAS scores were also assessed preoperatively and at 3 and 6 months postoperatively.

Results: All patients successfully completed the procedure. Compared with the LA group, the ESPB group exhibited more stable intraoperative HR and MAP, along with significantly lower VAS scores from T1 to T3 (p < 0.05), indicating potential benefits in intraoperative analgesia and hemodynamic control. No significant differences were observed in operative time, blood loss, or length of hospital stay between groups (p > 0.05). Both groups showed significant improvements in VAS and ODI scores over time (p < 0.05), although intergroup differences at follow-up were not statistically significant (p > 0.05).

Conclusions: Ultrasound-guided ESPB may enhance intraoperative comfort and analgesia compared to local anesthesia in PTED. These findings suggest that ESPB is a feasible and potentially beneficial approach in this setting. However, larger-scale confirmatory studies are required to establish definitive clinical efficacy and long-term benefits.

Clinical trial registration: ISRCTN (ISRCTN69505916).

目的:探讨超声引导下椎体平面阻滞(ESPB)在经皮椎间孔内镜下椎间盘切除术(PTED)中的可行性及初步效果。方法:这项探索性随机对照试验纳入了60例腰椎间盘突出症患者,这些患者于2021年5月至12月期间在我院接受了PTED治疗。参与者被随机分配到局部麻醉(LA)组或ESPB组(n = 30)。在麻醉前(T0)、椎间孔成形术(T1)、纤维环操作(T2)和手术结束(T3)四个时间点记录心率(HR)、平均动脉压(MAP)和视觉模拟评分(VAS)。其他结果包括手术时间、术中出血量、住院时间、再次手术的意愿以及基于修改后的Macnab标准的结果。术前、术后3个月和6个月评估Oswestry残疾指数(ODI)和VAS评分。结果:所有患者均顺利完成手术。与LA组相比,ESPB组术中HR和MAP更稳定,T1至T3 VAS评分显著降低(p < 0.05),提示术中镇痛和血流动力学控制的潜在益处。两组患者手术时间、出血量、住院时间差异无统计学意义(p < 0.05)。两组患者VAS和ODI评分随时间的推移均有显著改善(p < 0.05),但随访时组间差异无统计学意义(p < 0.05)。结论:与局麻相比,超声引导下ESPB可提高PTED术中舒适度和镇痛效果。这些发现表明ESPB在这种情况下是一种可行且潜在有益的方法。然而,需要更大规模的验证性研究来确定明确的临床疗效和长期效益。临床试验注册:ISRCTN (ISRCTN69505916)。
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引用次数: 0
Effect of Comprehensive Nursing on Postoperative Complications and Recovery of Elderly Patients Undergoing Prone-Position Lumbar Spine Surgery. 综合护理对老年腰椎俯卧位术后并发症及康复的影响。
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-02-09 DOI: 10.62713/aic.4425
Yuping Liu, Huiying Yang

Aim: This study aimed to retrospectively analyze the effects of comprehensive nursing care on postoperative complications and clinical outcomes in elderly patients undergoing prone lumbar spine surgery.

Methods: A retrospective study was conducted between July 2020 and July 2025, including 130 elderly patients undergoing prone lumbar spine surgery at Taihe County People's Hospital. Based on the nursing model, the patients included were classified into a control group (conventional care, n = 71) and an observation group (comprehensive care, n = 59). Evaluation criteria included preoperative anxiety and depression, clinical outcomes (time to first in-bed activity, time to first out-of-bed activity, and average length of hospital stay), perioperative hypothermia classification (mild/moderate/severe), incidence of perioperative shivering, postoperative infection rate, postoperative postural nerve damage, and incidence of pressure injuries 12 hours, 24 hours, and 48 hours after surgery.

Results: There were no statistically significant differences in the distribution of depression and anxiety scores and severity between the observation group and the control group before the intervention. After the intervention, the depression and anxiety levels in the observation group were significantly lower than those in the control group (p < 0.05), and the severity distribution was significantly better in the observation group than in the control group (p < 0.05). Time to first in-bed activity, time to first out-of-bed activity, and average length of hospital stay were significantly shorter in the observation group than in the control group (p < 0.001). The incidence rates of mild, moderate, and severe hypothermia were significantly lower in the observation group than in the control group (13.56%, 5.08%, and 1.69% vs 23.94%, 14.08%, and 11.27%, p < 0.05). The incidence of perioperative shivering was significantly lower in the observation group than in the control group (15.25% vs 33.81%, p < 0.05). There was no significant difference in the incidence of postoperative postural nerve damage between the two groups. The postoperative infection rate in the observation group was 5.08%, which was significantly lower than the 16.90% in the control group. Furthermore, the incidence rates of pressure injuries in the observation group 12 hours, 24 hours, and 48 hours after surgery were significantly lower than those in the control group (0%, 3.39%, and 10.17% vs 2.82%, 18.31%, and 29.58%, p < 0.05).

Conclusions: In this retrospective cohort, the implementation of comprehensive nursing significantly improved psychological status, reduced the incidence of perioperative hypothermia and other complications, and accelerated postoperative recovery in elderly patients undergoing prone lumbar spine surgery.

目的:回顾性分析综合护理对老年俯卧位腰椎手术患者术后并发症及临床结局的影响。方法:对2020年7月至2025年7月在太和县人民医院行俯卧位腰椎手术的老年患者130例进行回顾性研究。根据护理模式将纳入的患者分为对照组(常规护理)71例和观察组(综合护理)59例。评估标准包括术前焦虑和抑郁、临床结果(首次卧床活动时间、首次下床活动时间和平均住院时间)、围手术期低温分类(轻/中/重度)、围手术期寒战发生率、术后感染率、术后体位神经损伤、术后12小时、24小时和48小时压伤发生率。结果:干预前观察组与对照组抑郁、焦虑评分及严重程度分布差异无统计学意义。干预后,观察组患者抑郁、焦虑水平显著低于对照组(p < 0.05),严重程度分布显著优于对照组(p < 0.05)。观察组患者首次卧床活动时间、首次下床活动时间、平均住院时间均显著短于对照组(p < 0.001)。观察组患者轻、中、重度亚低温发生率显著低于对照组(13.56%、5.08%、1.69% vs 23.94%、14.08%、11.27%,p < 0.05)。观察组围手术期寒战发生率显著低于对照组(15.25% vs 33.81%, p < 0.05)。两组术后体位神经损伤发生率无显著差异。观察组术后感染率为5.08%,明显低于对照组的16.90%。观察组术后12 h、24 h、48 h压伤发生率均显著低于对照组(0、3.39%、10.17% vs 2.82%、18.31%、29.58%,p < 0.05)。结论:在本回顾性队列中,实施综合护理可明显改善老年俯卧位腰椎手术患者的心理状态,降低围手术期低温等并发症的发生率,加快术后恢复。
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引用次数: 0
Influence of Chronic Lymphocytic Thyroiditis and BRAF V600E Mutation on Clinicopathological Features in Papillary Thyroid Carcinoma With Different Tumor Size. 慢性淋巴细胞性甲状腺炎及BRAF V600E突变对不同肿瘤大小甲状腺乳头状癌临床病理特征的影响
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-02-09 DOI: 10.62713/aic.4363
Yu-Xin Yang, Jia-Wei Feng, Jing Ye, Wan-Xiao Wu, Yong Jiang

Aim: Chronic lymphocytic thyroiditis (CLT) is recognized as the most prevalent inflammatory disorder of the thyroid, while the B-Raf proto-oncogene, serine/threonine kinase (BRAF) V600E mutation is the most frequently identified genetic alteration in papillary thyroid carcinoma (PTC). This study aims to explore the relationship between CLT and BRAF V600E mutation and to assess their combined impact on tumor behavior across different tumor sizes.

Methods: We conducted a retrospective analysis of clinical and pathological data from 1474 patients who underwent surgical treatment for PTC. Univariate and multivariate logistic regression analyses were applied to identify independent factors influencing tumor characteristics.

Results: CLT was detected in 27.5% (405/1474) of the PTC cases. Multivariate analysis revealed that CLT was significantly associated with female sex; simultaneously, CLT was significantly negatively associated with BRAF V600E mutation, extrathyroidal extension (ETE), central lymph node metastasis (CLNM), and advanced disease stage (all p < 0.05). The BRAF V600E mutation was observed in 80.7% (1189/1474) of patients. Stratified analysis by tumor size showed that BRAF V600E mutation independently predicted CLT and advanced tumor-node-metastasis (TNM) stage in papillary thyroid microcarcinoma (PTMC); CLT, ETE, and CLNM in tumors 1-2 cm; CLT, ETE, CLNM, and lateral lymph node metastasis (LLNM) in tumors 2-4 cm; and CLT, ETE, vascular invasion, CLNM, and LLNM in tumors >4 cm (all p < 0.05). Notably, PTC patients without CLT but harboring BRAF V600E mutation showed a combined association with advanced TNM stage and aggressive features.

Conclusions: The presence of CLT appears to exert a protective effect in PTC. However, the prognostic significance of BRAF V600E mutation varies with tumor size. While CLT-related inflammatory microenvironment may counteract tumor progression in small cancers, it seems insufficient to mitigate the aggressive behavior driven by BRAF V600E mutation in larger tumors.

目的:慢性淋巴细胞性甲状腺炎(CLT)被认为是甲状腺最常见的炎症性疾病,而B-Raf原癌基因丝氨酸/苏氨酸激酶(BRAF) V600E突变是甲状腺乳头状癌(PTC)中最常见的基因改变。本研究旨在探讨CLT与BRAF V600E突变之间的关系,并评估它们对不同肿瘤大小的肿瘤行为的综合影响。方法:回顾性分析1474例手术治疗PTC患者的临床和病理资料。采用单因素和多因素logistic回归分析确定影响肿瘤特征的独立因素。结果:27.5%(405/1474)的PTC患者检出CLT。多因素分析显示,CLT与女性性别显著相关;同时,CLT与BRAF V600E突变、甲状腺外延伸(ETE)、中央淋巴结转移(CLNM)、疾病晚期呈显著负相关(均p < 0.05)。80.7%(1189/1474)的患者存在BRAF V600E突变。肿瘤大小分层分析显示,BRAF V600E突变可独立预测甲状腺乳头状微癌(PTMC)的CLT和晚期肿瘤-淋巴结-转移(TNM)分期;1 ~ 2 cm肿瘤的CLT、ETE、CLNM;2-4 cm肿瘤的CLT、ETE、CLNM和侧淋巴结转移(LLNM);4 cm肿瘤的CLT、te、血管浸润、CLNM和LLNM (p < 0.05)。值得注意的是,没有CLT但携带BRAF V600E突变的PTC患者与TNM晚期和侵袭性特征相关联。结论:CLT的存在似乎对PTC有保护作用。然而,BRAF V600E突变的预后意义因肿瘤大小而异。虽然clt相关的炎症微环境可能会抑制小肿瘤的肿瘤进展,但似乎不足以减轻较大肿瘤中BRAF V600E突变驱动的侵袭行为。
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引用次数: 0
Comparison of Robotic-Assisted and Uniportal Video-Assisted Thoracoscopic Lobectomy for Early-Stage Non-Small Cell Lung Cancer: A Retrospective Cohort Study. 机器人辅助与单门视频辅助胸腔镜肺叶切除术治疗早期非小细胞肺癌的比较:回顾性队列研究。
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-02-09 DOI: 10.62713/aic.4404
Yuyang Ni, Jie Zhang

Aim: This study aimed to compare perioperative outcomes, lymphadenectomy quality, postoperative recovery, pulmonary function, and short-term oncologic results between robotic-assisted thoracoscopic surgery (RATS) and uniportal video-assisted thoracoscopic surgery (U-VATS) for early-stage non-small cell lung cancer (NSCLC).

Methods: This retrospective cohort study included 231 consecutive patients with stage I-IIA NSCLC who underwent curative-intent anatomic lobectomy at our institution between January and December 2023. Based on the surgical approach, patients were assigned to either the RATS group (n = 105) or the U-VATS group (n = 126). All procedures were performed by the same experienced surgical team using standardized perioperative protocols. Clinical characteristics, intraoperative and postoperative parameters, pulmonary function, and 12-month oncologic outcomes were collected for comparative evaluation.

Results: RATS resulted in shorter operative time, reduced blood loss, and increased lymph node and mediastinal station retrieval compared with U-VATS. Postoperative pain, drainage volume, length of hospital stay, and complication rates were comparable between groups. Patients undergoing RATS demonstrated significantly higher global health and functional scores, along with lower symptom scores, during the first 6 months after surgery (p < 0.05). Pulmonary function recovery, 1-year disease-free survival (DFS), and overall survival (OS) did not differ significantly between the two approaches. However, hospitalization costs were higher for the RATS group (p < 0.001).

Conclusions: Both RATS and U-VATS are safe and effective minimally invasive approaches for anatomic lobectomy in early-stage NSCLC. RATS offers advantages in operative precision, lymph node dissection, and short-term quality of life without compromising safety or early oncologic outcomes, although it is associated with increased cost.

目的:本研究旨在比较机器人辅助胸腔镜手术(RATS)和单门视频辅助胸腔镜手术(U-VATS)治疗早期非小细胞肺癌(NSCLC)的围手术期结局、淋巴结切除术质量、术后恢复、肺功能和短期肿瘤学结果。方法:这项回顾性队列研究纳入了231例连续的I-IIA期非小细胞肺癌患者,这些患者于2023年1月至12月在我们的机构接受了治疗目的解剖肺叶切除术。根据手术入路,将患者分为RATS组(n = 105)和U-VATS组(n = 126)。所有手术均由同一经验丰富的外科团队按照标准化围手术期协议进行。收集临床特征、术中和术后参数、肺功能和12个月肿瘤预后进行比较评价。结果:与U-VATS相比,RATS缩短了手术时间,减少了出血量,增加了淋巴结和纵隔站的恢复。术后疼痛、引流量、住院时间和并发症发生率组间比较。术后前6个月,接受RATS治疗的患者总体健康和功能评分明显较高,症状评分较低(p < 0.05)。两种治疗方法的肺功能恢复、1年无病生存期(DFS)和总生存期(OS)无显著差异。然而,RATS组的住院费用较高(p < 0.001)。结论:rat和U-VATS均是早期NSCLC解剖肺叶切除术安全有效的微创入路。RATS在手术精度、淋巴结清扫和短期生活质量方面具有优势,而不会影响安全性或早期肿瘤预后,尽管它与成本增加有关。
{"title":"Comparison of Robotic-Assisted and Uniportal Video-Assisted Thoracoscopic Lobectomy for Early-Stage Non-Small Cell Lung Cancer: A Retrospective Cohort Study.","authors":"Yuyang Ni, Jie Zhang","doi":"10.62713/aic.4404","DOIUrl":"https://doi.org/10.62713/aic.4404","url":null,"abstract":"<p><strong>Aim: </strong>This study aimed to compare perioperative outcomes, lymphadenectomy quality, postoperative recovery, pulmonary function, and short-term oncologic results between robotic-assisted thoracoscopic surgery (RATS) and uniportal video-assisted thoracoscopic surgery (U-VATS) for early-stage non-small cell lung cancer (NSCLC).</p><p><strong>Methods: </strong>This retrospective cohort study included 231 consecutive patients with stage I-IIA NSCLC who underwent curative-intent anatomic lobectomy at our institution between January and December 2023. Based on the surgical approach, patients were assigned to either the RATS group (n = 105) or the U-VATS group (n = 126). All procedures were performed by the same experienced surgical team using standardized perioperative protocols. Clinical characteristics, intraoperative and postoperative parameters, pulmonary function, and 12-month oncologic outcomes were collected for comparative evaluation.</p><p><strong>Results: </strong>RATS resulted in shorter operative time, reduced blood loss, and increased lymph node and mediastinal station retrieval compared with U-VATS. Postoperative pain, drainage volume, length of hospital stay, and complication rates were comparable between groups. Patients undergoing RATS demonstrated significantly higher global health and functional scores, along with lower symptom scores, during the first 6 months after surgery (<i>p</i> < 0.05). Pulmonary function recovery, 1-year disease-free survival (DFS), and overall survival (OS) did not differ significantly between the two approaches. However, hospitalization costs were higher for the RATS group (<i>p</i> < 0.001).</p><p><strong>Conclusions: </strong>Both RATS and U-VATS are safe and effective minimally invasive approaches for anatomic lobectomy in early-stage NSCLC. RATS offers advantages in operative precision, lymph node dissection, and short-term quality of life without compromising safety or early oncologic outcomes, although it is associated with increased cost.</p>","PeriodicalId":8210,"journal":{"name":"Annali italiani di chirurgia","volume":"97 2","pages":"352-363"},"PeriodicalIF":0.9,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146177709","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The MARS2 Trial - Is Surgical Treatment of Pleural Mesothelioma a Relic of the Past? MARS2试验-胸膜间皮瘤的手术治疗是过去的遗物吗?
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-01-30 DOI: 10.62713/aic.4384
Michael T Ou, Kenny Nguyen, Jeffrey B Velotta
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引用次数: 0
Melanoma of Unknown Primary Origin: A Case Report and Literature Review. 原发来源不明的黑色素瘤:1例报告及文献复习。
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-01-27 DOI: 10.62713/aic.4214
Matteo Matteucci, Vito D'Andrea, Bruno Cirillo, Antonio Pesce, Maria Chiara Ranucci, Paolo Bruzzone, Antonia Rizzuto, Luca Properzi, Salvatore Guarino, Roberto Cirocchi

Aim: Melanoma of unknown primary origin (MUP) is a rare clinical entity, accounting for approximately 3-4% of all cases of melanoma. It is defined as histologically confirmed metastases of melanoma occurring in the absence of any identifiable primary lesion. Due to its rarity, diagnostic and therapeutic guidelines remain poorly defined. The aim of this literature review of published case reports is to investigate the most commonly affected anatomical sites, the most frequent presenting symptoms, the diagnostic approaches, and the available therapeutic strategies.

Case presentation: 81-year-old woman was admitted with a right inguinal mass of unknown origin. Biopsy revealed metastatic melanoma involving the inguinal lymph nodes, with no clinically or radiologically detectable primary lesion. The patient underwent right inguinal-iliac-obturator lymphadenectomy. The postoperative course was uneventful, with no significant medical or surgical complications. Considering the patient's advanced age and overall condition, no adjuvant therapy was administered, and a strategy of active surveillance was adopted. At present, no evidence of disease recurrence has been observed.

Results: A total of 94 case reports were included in our review. MUP appears to be more frequent in males than in females. The axillary lymph nodes were the most commonly involved site, followed by the cervical and inguinal lymph nodes. Among extranodal sites, the gastrointestinal tract, particularly the stomach and small bowel, was most frequently affected. Patients with MUP should be managed similarly to those with melanoma of known primary origin (MKP), based on corresponding stage and anatomical involvement.

Conclusions: MUP is an uncommon and challenging presentation of metastatic melanoma. Its pathogenesis remains unclear, although several theories, including immune-mediated regression of the primary lesion, have been proposed. MUP should be staged as stage IV disease and treated with the same systemic therapies used for stage IV MKP, including immune checkpoint inhibitors and targeted agents. Prompt recognition and standardized management are crucial to optimizing outcomes in this subset of patients.

目的:不明原发黑色素瘤(Melanoma of unknown primary origin, MUP)是一种罕见的临床疾病,约占所有黑色素瘤病例的3-4%。它被定义为组织学证实的黑色素瘤转移,发生在没有任何可识别的原发病变。由于其罕见,诊断和治疗指南仍然不明确。本文献综述的目的是研究最常见的受影响解剖部位、最常见的表现症状、诊断方法和可用的治疗策略。病例介绍:81岁女性因右腹股沟不明来源肿块入院。活检显示转移性黑色素瘤累及腹股沟淋巴结,没有临床或放射学可检测的原发性病变。患者行右腹股沟-髂-闭孔淋巴结切除术。术后过程平稳,无明显的内科或外科并发症。考虑到患者的高龄和整体状况,未给予辅助治疗,并采取主动监测策略。目前,没有观察到疾病复发的证据。结果:共纳入94例病例报告。MUP在男性中似乎比在女性中更常见。腋窝淋巴结是最常见的受累部位,其次是颈部和腹股沟淋巴结。结外部位,胃肠道,特别是胃和小肠,最常受影响。MUP患者的治疗应与已知原发黑色素瘤(MKP)患者相似,基于相应的分期和解剖受损伤。结论:MUP是一种罕见且具有挑战性的转移性黑色素瘤。其发病机制尚不清楚,尽管已经提出了几种理论,包括免疫介导的原发病变消退。MUP应分期为IV期疾病,并采用与IV期MKP相同的全身治疗,包括免疫检查点抑制剂和靶向药物。及时识别和规范管理对于优化这类患者的预后至关重要。
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引用次数: 0
Advances in Minimally Invasive Approach for Impacted Mandibular Third Molar Extractions: From Incision Design to Dynamic Navigation. 下颌阻生第三磨牙的微创入路研究进展:从切口设计到动态导航。
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-01-22 DOI: 10.62713/aic.4137
Yanhun Wu, Lidan Lu, Tianyang Zhai, Mengyang Jiang, Xu Quan, Qian Jiang, Zhongyi Sun

The application of the minimally invasive concept in the extraction of impacted mandibular third molars has significantly improved surgical outcomes and patient prognosis. This review systematically examines the up-to-date research advances in various methods used for the extraction of impacted mandibular third molars within the context of the minimally invasive concept. Modified incision and flap designs have effectively reduced tissue damage. Ultrasonic bone knife technology has proven to reduce intraoperative bleeding and the risk of thermal injury, and its combined use with a dental electric motor further enhances procedural precision and efficiency. Dynamic navigation technology holds significant potential in improving surgical accuracy, facilitating precise debridement and distraction techniques, and reducing the risk of nerve injury and postoperative complications. Future integration of dynamic navigation with preoperative artificial intelligence assessment will further advance the minimally invasive approach, making it more widespread and cost-effective. Minimally invasive techniques are not only the starting point but also the means to achieve functional objectives, propelling the development of minimally invasive alveolar surgery to new heights.

微创概念在下颌阻生第三磨牙拔除中的应用,显著改善了手术效果和患者预后。本文系统地回顾了在微创概念的背景下用于拔除下颌阻生第三磨牙的各种方法的最新研究进展。改良的切口和皮瓣设计有效地减少了组织损伤。超声骨刀技术已被证明可以减少术中出血和热损伤的风险,并且与牙科电机结合使用进一步提高了手术的精度和效率。动态导航技术在提高手术精度,促进精确的清创和牵张技术,降低神经损伤和术后并发症的风险方面具有重要的潜力。未来将动态导航与术前人工智能评估相结合,将进一步推进微创手术,使其应用范围更广,成本效益更高。微创技术既是出发点,也是实现功能目标的手段,将微创牙槽外科的发展推向新的高度。
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引用次数: 0
Predicting the Severity of Postoperative Symptoms Following Mandibular Third Molar Extractions Using Machine Learning Techniques. 使用机器学习技术预测下颌第三磨牙拔除术后症状的严重程度。
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-01-10 DOI: 10.62713/aic.4090
Qianqian Hou, Huan Ge, Jiayue Xiang, Yiming Gao

Aim: This study aims to develop and externally validate machine-learning models that effectively predict the risk and severity of postoperative symptoms one week following mandibular third molar extractions.

Methods: This retrospective cohort study included 321 patients (18-35 years old) who underwent lower third-molar surgery. Demographics, Pell-Gregory vertical (PGV) and Pell-Gregory level (PGL) classifications, surgical variables, and day-7 pain visual analogue scale (VAS) were recorded for all participants. The data were randomly divided into training (70%) and validation (30%) datasets. Five machine-learning algorithms-Gradient Boosting Machine (GBM), Extreme Gradient Boosting (XGBoost), Random Forest (RF), Decision Tree (DT), and Neural Network (NNET)-were developed using nested cross-validation. Model performance was assessed through area under the receiver operating characteristic (AUROC) values, Brier scores, and calibration slopes, with a nomogram constructed from the best-performing model.

Results: GBM achieved the highest discrimination on the validation dataset with an AUROC of 0.687 (95% CI, 0.624-0.744), followed by the Neural Network (AUROC = 0.677). The GBM model yielded a calibration slope of 0.98 and a Brier score of 0.225, indicating excellent predictive accuracy. However, the top six predictors were found to be operative time, mouth opening, PGV, PGL, smoking, and preoperative symptoms. The GBM model, which underlies the nomogram, achieved an area under the curve (AUC) value of 0.666, indicating its discrimination capability. Additionally, the calibration curve confirmed the model's accuracy, and the decision curve analysis (DCA) suggested that the nomogram provides clinically promising potential for effective risk stratification.

Conclusions: A GBM-based nomogram provides moderate yet clinically useful discrimination for healthy adults aged 18-35 years at risk for severe early symptoms after third-molar extraction. However, this approach requires external validation in older or medically complex patients before it is recommended for clinical predictions.

目的:本研究旨在开发和外部验证机器学习模型,有效预测下颌第三磨牙拔除后一周内术后症状的风险和严重程度。方法:本回顾性队列研究包括321例(18-35岁)接受下第三磨牙手术的患者。记录所有参与者的人口统计学、PGL、PGL、手术变量和第7天疼痛视觉模拟量表(VAS)。数据随机分为训练(70%)和验证(30%)数据集。使用嵌套交叉验证开发了五种机器学习算法-梯度增强机(GBM),极端梯度增强(XGBoost),随机森林(RF),决策树(DT)和神经网络(NNET)。通过接收器工作特征(AUROC)值下的面积、Brier评分和校准斜率来评估模型的性能,并由表现最佳的模型构建nomogram。结果:GBM在验证数据集上的识别率最高,AUROC为0.687 (95% CI, 0.624-0.744),其次是神经网络(AUROC = 0.677)。GBM模型的校正斜率为0.98,Brier评分为0.225,具有较好的预测精度。然而,前六个预测因素是手术时间、张嘴、PGV、PGL、吸烟和术前症状。基于模态图的GBM模型的曲线下面积(AUC)值为0.666,表明其识别能力。此外,校准曲线证实了模型的准确性,决策曲线分析(DCA)表明nomogram为有效的风险分层提供了临床前景。结论:一种基于gbm的nomogram方法可以为18-35岁的健康成年人在拔第三磨牙后出现严重早期症状的风险提供中度但临床上有用的鉴别。然而,在推荐用于临床预测之前,这种方法需要在老年或医学复杂的患者中进行外部验证。
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引用次数: 0
From Scalpel to Algorithms in Lung Cancer Management: Precision Requires Wisdom-Beware Not Artificial Intelligence, but Natural Stupidity. 肺癌管理从手术刀到算法:精确需要智慧——小心的不是人工智能,而是自然的愚蠢。
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-01-10 DOI: 10.62713/aic.4306
Luca Bertolaccini, Claudia Bardoni, Juliana Guarize, Lorenzo Spaggiari
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引用次数: 0
Surgically Oriented Ultrasound-Based AI of Median Nerve Morphology as a Decision Support for Carpal Tunnel Release: A Calibrated ConvNeXt-CBAM Framework With Supervised Contrastive Warm-Up. 基于超声的正中神经形态学人工智能作为腕管释放的决策支持:一个带有监督对比热身的校准ConvNeXt-CBAM框架。
IF 0.9 4区 医学 Q3 SURGERY Pub Date : 2026-01-10 DOI: 10.62713/aic.4332
Keyue Yang, Xinkun He, Pingping Ye, Yao Qian, Xiaofeng Teng, Xueyuan Li, Xin Wang, Hong Chen
<p><strong>Aim: </strong>Carpal tunnel syndrome (CTS) is a compressive neuropathy commonly encountered in hand surgery, and decisions regarding whether operative decompression should be conducted rely on accuracy and clinical interpretability of imaging findings. Ultrasound is commonly used to directly visualize the median nerve in this condition, but remains operator-dependent and is limited by inconsistent diagnostic thresholds. This study aimed to develop a surgically oriented ultrasound-based artificial intelligence (AI) model that provides strong discriminative power, reliable probability calibration for preoperative counseling, and anatomy-aware explainability aligned with the nerve targeted in carpal tunnel release.</p><p><strong>Methods: </strong>In this retrospective study, adults with suspected CTS, who had ultrasound image of adequate quality and met criteria for the clinical standard, were included; cases with prior carpal tunnel surgery or non-diagnostic images were excluded. We analyzed 2900 wrist ultrasound examinations, reserving an a priori 20% test set (n = 580 images) at the patient level. DenseNet-121 was utilized as the reference baseline. The proposed model used ConvNeXt-T augmented with Convolutional Block Attention Modules (CBAM), optimized with a supervised contrastive warm-up before standard fine-tuning; probabilities were post-hoc calibrated by temperature scaling. Images underwent de-identification, normalization, and ultrasound-appropriate augmentation. Primary outcome was discrimination (receiver operating characteristic (ROC), area under the curve (AUC), average precision (AP)) with bootstrap bands; secondary outcomes included accuracy, precision, recall, F1 score (harmonic mean of precision and recall), confusion matrices, probability distributions, class-conditional score separation, and Grad-CAM++ agreement with expert-defined regions of interest. Test set labels used a fixed 0.5 threshold.</p><p><strong>Results: </strong>The proposed model outperformed the baseline in terms of discrimination (AUC 0.904 vs 0.821; AP 0.907 vs 0.831). Aggregate metrics also favored the proposed approach (accuracy 0.91 vs 0.83; precision 0.89 vs 0.81; recall 0.88 vs 0.82; F1 score 0.88 vs 0.81). Confusion matrices showed concurrent reductions in false positives (58→33, -43%) and false negatives (52→35, -33%): baseline true-negatives (TN)/false-positives (FP)/false-negatives (FN)/true-positives (TP) = 232/58/52/238; proposed TN/FP/FN/TP = 257/33/35/255. Predicted-probability histograms and class-conditional densities indicated more confident, better-separated outputs with calibration. Grad-CAM++ overlays were more compact and nerve-concordant relative to expert contours, supporting anatomy-aligned interpretability for surgical planning.</p><p><strong>Conclusions: </strong>A calibrated, explainable ConvNeXt-CBAM ultrasound classifier delivers reliable probabilities and anatomically faithful saliency that are directly actionable for su
目的:腕管综合征(Carpal tunnel syndrome, CTS)是在手外科手术中常见的一种压迫性神经病变,决定是否进行手术减压取决于影像学表现的准确性和临床可解释性。在这种情况下,超声通常用于直接观察正中神经,但仍然依赖于操作者,并且受到不一致的诊断阈值的限制。本研究旨在开发一种以手术为导向的基于超声的人工智能(AI)模型,该模型具有较强的判别能力,为术前咨询提供可靠的概率校准,并具有与腕管释放目标神经一致的解剖意识解释性。方法:本回顾性研究纳入了具有足够质量的超声图像并符合临床标准的成人疑似CTS;既往有腕管手术或非诊断性影像的病例被排除在外。我们分析了2900个手腕超声检查,在患者水平上保留了一个先验的20%的测试集(n = 580张图像)。采用DenseNet-121作为参考基线。该模型使用卷积块注意模块(CBAM)增强的ConvNeXt-T,在标准微调之前使用有监督的对比预热进行优化;概率通过温度标度事后校准。图像进行去识别、归一化和超声适当增强。主要结果为自举带鉴别(受试者工作特征(ROC)、曲线下面积(AUC)、平均精度(AP));次要结果包括准确性、精密度、召回率、F1分数(精确率和召回率的调和平均值)、混淆矩阵、概率分布、类别条件分数分离以及Grad-CAM++与专家定义的感兴趣区域的一致性。测试集标签使用固定的0.5阈值。结果:提出的模型在区分方面优于基线(AUC 0.904 vs 0.821; AP 0.907 vs 0.831)。综合指标也支持该方法(准确率0.91 vs 0.83;精密度0.89 vs 0.81;召回率0.88 vs 0.82; F1分数0.88 vs 0.81)。混淆矩阵显示假阳性(58→33,-43%)和假阴性(52→35,-33%)同时减少:基线真阴性(TN)/假阳性(FP)/假阴性(FN)/真阳性(TP) = 232/58/52/238;建议TN/FP/FN/TP = 257/33/35/255。预测概率直方图和类别条件密度表明更有信心,更好地分离输出与校准。与专家轮廓相比,Grad-CAM++覆盖层更加紧凑和神经协调,支持手术计划的解剖对齐可解释性。结论:经过校准的、可解释的ConvNeXt-CBAM超声分类器提供了可靠的概率和解剖学上忠实的显著性,可直接用于CTS的手术分诊、减压时机和术前咨询。这些发现支持基于超声的人工智能作为临床评估和手外科神经传导研究的实用辅助手段,保证前瞻性,多中心验证和工作流程集成。
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Annali italiani di chirurgia
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