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Computer vision in colorectal surgery: Current status and future challenges 结直肠手术中的计算机视觉:现状与未来挑战
IF 0.3 Q4 SURGERY Pub Date : 2024-03-01 DOI: 10.1016/j.scrs.2024.101008
Daichi Kitaguchi, Masaaki Ito

The shift from open to endoscopic surgeries, including laparoscopic and robot-assisted surgeries, has enabled the storage of a large number of high-quality intraoperative videos. Endoscopic surgery is highly compatible with artificial intelligence (AI), especially deep-learning-based computer vision, as it provides easy access to videos that form the basis of image analysis. Following the self-learning process, wherein surgeons gain an understanding of surgery by repeatedly watching intraoperative videos, numerous efforts have been made to build AI models for surgery using AI input and analyzing a vast amount of information from intraoperative videos. However, whether AI's understanding of surgery increases sufficiently and becomes useful in daily surgical practice remains unclear. Therefore, this review aims to discuss the current status and future challenges of using AI in surgery, particularly in laparoscopic colorectal surgery, and to explore aspects such as surgical phase or step recognition, navigation and surgical automation, and surgical skill assessment.

从开腹手术到内窥镜手术(包括腹腔镜手术和机器人辅助手术)的转变,使得大量高质量的术中视频得以存储。内窥镜手术与人工智能(AI),尤其是基于深度学习的计算机视觉高度兼容,因为它可以方便地获取视频,为图像分析奠定基础。外科医生通过反复观看术中视频获得对手术的理解,在这一自学过程之后,人们已经做出许多努力,利用人工智能输入和分析术中视频中的大量信息,为手术建立人工智能模型。然而,人工智能对手术的理解是否能充分提高并在日常手术实践中发挥作用,目前仍不清楚。因此,本综述旨在讨论将人工智能应用于外科手术(尤其是腹腔镜结直肠手术)的现状和未来挑战,并探讨手术阶段或步骤识别、导航和手术自动化以及手术技能评估等方面的问题。
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引用次数: 0
The role of artificial intelligence in colonoscopy 人工智能在结肠镜检查中的作用
IF 0.3 Q4 SURGERY Pub Date : 2024-03-01 DOI: 10.1016/j.scrs.2024.101007
Hyun Jae Kim , Nasim Parsa , Michael F. Byrne

Recent advancements in artificial intelligence (AI) have had a profound impact on the field of gastrointestinal endoscopy, particularly in the realm of colonoscopy. Recent studies have shown excellent performance of AI models in both computer-aided detection (CADe) and computer-aided diagnosis (CADx) of polyps. Moreover, AI has shown promising results in other aspects of colonoscopy such as prediction of depth of tumor invasion, colonoscopy quality assurance, and AI applications in inflammatory bowel disease.

In this review, we summarize the recent literature on the application of AI in colonoscopy, and review the limitations and challenges of existing AI technologies and future directions for this field.

人工智能(AI)的最新进展对消化道内窥镜检查领域,尤其是结肠镜检查领域产生了深远的影响。最近的研究表明,人工智能模型在息肉的计算机辅助检测(CADe)和计算机辅助诊断(CADx)方面表现出色。此外,人工智能在结肠镜检查的其他方面也取得了可喜的成果,如肿瘤侵犯深度预测、结肠镜检查质量保证以及人工智能在炎症性肠病中的应用。在这篇综述中,我们总结了最近有关人工智能在结肠镜检查中应用的文献,并回顾了现有人工智能技术的局限性和挑战以及该领域的未来发展方向。
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引用次数: 0
Transitions 转换
IF 0.3 Q4 SURGERY Pub Date : 2023-10-21 DOI: 10.1016/j.scrs.2023.100991
Thomas E. Read MD, FACS, FASCRS
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引用次数: 0
The failed colorectal anastomosis: Turnbull–Cutait as a salvage option 结直肠吻合术失败:特恩布尔切口术作为挽救选择
IF 0.3 Q4 SURGERY Pub Date : 2023-10-20 DOI: 10.1016/j.scrs.2023.100988
Carla F. Justiniano MD, MPH , Tracy Hull MD

The incidence of colorectal anastomotic leaks is approximately 5–19 % of cases, posing a threat to intestinal continuity, particularly if the leak arises after a low or ultra-low colorectal anastomosis. A Turnbull–Cutait procedure can be a salvage option for such patients and they may be eligible if they are adequate redo pelvic surgery candidates, who are motivated to regain intestinal continuity, and who have good continence and anal function at baseline. The first stage of the procedure is colonic mobilization and pull-through after perineal division at the top of the anorectal complex and mucosectomy. A diverting loop ileostomy is utilized. The second stage is amputation of the excess colon and creation of a hand-sewn colo-anal anastomosis, typically performed 7 days later. Outcomes after a Turnbull–Cutait procedure are reasonable based on a series from specialized centers with 80–90 % of patients having a complete Turnbull–Cutait and reversal of the diverting ileostomy. Low anterior resection syndrome is common. In the long-term, studies show that just over half of patients will remain stoma free at 5 years; fecal incontinence is the main reason for failure and return to a stoma. The prospect of a Turnbull–Cutait can be kept in mind when addressing an anastomotic leak in appropriate patients; this may allow for surgical decision-making that makes it feasible to utilize a Turnbull–Cutait in the future.

结直肠吻合口瘘的发生率约为5-19%,对肠道的连续性构成威胁,尤其是低位或超低低位结直肠吻合口发生瘘。特恩布尔-切特手术是这类患者的一种补救选择,如果他们有足够的骨盆手术候选人,他们有动力恢复肠道连续性,并且在基线时有良好的节制和肛门功能,他们可能符合条件。手术的第一阶段是结肠动员和拉通,在肛门直肠复合体顶部的会阴分裂和粘膜切除术后。采用转流袢回肠造口术。第二阶段是切除多余的结肠并手工缝合结肠-肛门吻合术,通常在7天后进行。根据专业中心的一系列研究,80-90%的患者完成了完全的turnbull - cut手术并逆转了回肠造口,turnbull - cut手术的结果是合理的。低位前切除术综合征是常见的。从长期来看,研究表明,只有一半以上的患者在5年内没有造口;大便失禁是手术失败和返回造口的主要原因。在适当的患者中处理吻合口瘘时,可以记住特恩布尔切口的前景;这可能会使手术决策在未来使用特恩布尔切口变得可行。
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引用次数: 0
After anoplasty for anorectal malformations: Issues continue in adolescence and adulthood 肛肠畸形的肛管成形术后:问题继续在青少年和成年期
IF 0.3 Q4 SURGERY Pub Date : 2023-10-17 DOI: 10.1016/j.scrs.2023.100989
J.C. Chen MD , Alessandra C Gasior DO

Advancements in the surgical and medical care of anorectal malformation (ARMs) have led to greater life expectancy and improved quality of life. Patients with ARM frequently experience fecal incontinence (17–77 %), constipation (23–87 %), and rectal prolapse (4–60 %). Upper urinary tract abnormalities occur in 40-83 %, leading to end-stage renal disease in 5–18 % and kidney transplantation in 2–8 %. Urinary incontinence occurs in 0–41 % of patients. Mullerian anomalies occur in up to 60 % of patients, and 36–41 % present with hematometra, which may impact fertility. Cryptorchidism is seen in 19 % and may lead to reduced paternity rates. Sexual dysfunction impacts 6–66 % of patients and coital debut is delayed, often due to fear of flatus or soiling. While fertility rates vary, childbirth is still possible. However, pregnancies carry a higher risk of miscarriage and premature delivery, and delivery via Cesarean section is recommended. Malignancy is uncommon, but patient anatomy is imperative to consider when assessing cancer risk, screening needs, and the impact of cancer treatment. Depression and anxiety occur in 80 %, with up to 15 % reporting suicidal ideation, yet only 12–40 % receive treatment. The high prevalence of ongoing complications highlights the need for continued multidisciplinary care after index ARM repair.

肛门直肠畸形(ARMs)的外科和医疗护理的进步导致了更长的预期寿命和生活质量的提高。ARM患者经常出现大便失禁(17-77%)、便秘(23-87%)和直肠脱垂(4-60%)。40-83%发生上尿路异常,5-18%导致终末期肾病,2-8%导致肾移植。0-41%的患者出现尿失禁。高达60%的患者出现缪勒氏管异常,36-41%的患者出现血肿,这可能影响生育。隐睾症占19%,可能导致父权率降低。性功能障碍影响6-66%的患者,初次性交延迟,通常是由于害怕放屁或脏污。虽然生育率各不相同,但分娩仍然是可能的。然而,怀孕有较高的流产和早产风险,建议通过剖宫产分娩。恶性肿瘤并不常见,但在评估癌症风险、筛查需求和癌症治疗影响时,必须考虑患者的解剖结构。80%的人出现抑郁和焦虑,高达15%的人报告有自杀念头,但只有12-40%的人接受了治疗。持续并发症的高流行率突出了指数ARM修复后持续多学科护理的必要性。
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引用次数: 0
Medical and surgical management of enterocutaneous fistula 肠皮瘘的内科和外科治疗
IF 0.3 Q4 SURGERY Pub Date : 2023-10-17 DOI: 10.1016/j.scrs.2023.100987
Matthew A. Fuglestad , John RT Monson MD

Development of enterocutaneous fistula (ECF) remains a challenging complication of gastrointestinal surgery and fistulizing disease processes. Successful management of ECF is dependent on timely diagnosis, effective treatment of resulting intra-abdominal sepsis, wound/nutrition management, and supporting the patient though the perioperative optimization period. When approached in multi-disciplinary setting with teams specializing in ECF/intestinal failure, care is optimized and can allow for patients to have greater independence even with complex wounds. While resolution of the ECF remains the overarching goal, a methodical and stepwise approach to management remains paramount both before and after surgical intervention. This chapter outlines ECF management from initial diagnosis to intra-operative decision making after a patient is deemed a candidate for surgery. Further, it highlights patient-specific considerations that can be overlooked in the big picture view of ECF management. While ECF treatment is challenging, the chance to cure a patient of their fistula is a rewarding experience for the patient and ECF/intestinal failure team members alike.

肠皮瘘(ECF)的发展仍然是一个具有挑战性的并发症胃肠道手术和瘘的疾病过程。ECF的成功治疗取决于及时诊断、有效治疗腹内败血症、伤口/营养管理以及支持患者度过围手术期优化期。当在多学科环境中与专门研究ECF/肠衰竭的团队接触时,护理得到优化,即使有复杂的伤口,也可以让患者有更大的独立性。虽然解决ECF仍然是首要目标,但在手术干预前后,系统和逐步的管理方法仍然是最重要的。本章概述了从初步诊断到术中决策的ECF管理,在患者被认为是手术的候选人后。此外,它强调了在ECF管理的大局视图中可能被忽视的患者特定考虑因素。虽然ECF治疗具有挑战性,但治愈患者瘘管的机会对患者和ECF/肠衰竭团队成员都是有益的经历。
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引用次数: 0
Anorectal mucosal melanoma 肛门直肠粘膜黑色素瘤
IF 0.3 Q4 SURGERY Pub Date : 2023-10-17 DOI: 10.1016/j.scrs.2023.100990
Janet Alvarez MD , J. Joshua Smith MD, PhD

Anorectal mucosal melanoma accounts for less than 1 % of all anorectal malignant tumors and a tendency for delayed diagnosis leads to advanced disease at presentation.1,2 Due to the rarity of the disease, there are limited prospective trials exploring the optimal treatment strategies. Generally, tumors are surgically excised, with a preference for conservative management with wide local excision. In the past decade, there have been advances with immunotherapy and other targeted therapies. Multiple clinical trials continue exploring neoadjuvant/adjuvant combination treatments in the setting of advanced or unresectable disease.

肛肠粘膜黑色素瘤占所有肛肠恶性肿瘤的不到1%,并且延迟诊断的趋势导致疾病在出现时进展。1,2由于该疾病的罕见性,探索最佳治疗策略的前瞻性试验有限。一般来说,肿瘤是手术切除的,倾向于保守治疗,局部广泛切除。在过去的十年里,免疫疗法和其他靶向疗法取得了进展。多个临床试验继续探索新辅助/辅助联合治疗在晚期或不可切除疾病的设置。
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引用次数: 0
How to manage a patient with chronic liver disease undergoing colorectal surgery? 如何处理接受结直肠手术的慢性肝病患者?
IF 0.3 Q4 SURGERY Pub Date : 2023-10-17 DOI: 10.1016/j.scrs.2023.100986
Benoît Dupont MD , Arnaud Alves MD, PhD

The indications for colorectal surgery in cirrhotic patients have recently been broadened, mostly due to a better understanding and multidisciplinary management of cirrhosis. However, anesthesia and colorectal surgery may both exacerbate deteriorations in liver function in a patient with chronic liver disease such that careful preoperative patient selection remains mandatory. Four scores (i.e., Child-Turcotte-Pugh, the Model for End-Stage Liver Disease, Mayo Risk Score, and (VOCAL)-Penn cirrhosis surgical risk score) are currently available to assess the severity of cirrhosis, determine the risk of decompensation, and to estimate postoperative mortality. For colorectal resection to be safely performed electively in patients with compensated liver disease, optimization of the patient is mandatory in the preoperative setting. Preoperative transjugular intrahepatic portosystemic shunt (TIPS) is a promising strategy in patients with portal hypertension, but it requires further evaluation. Similarly, further studies are needed to validate both the feasibility and safety of the laparoscopic approach to colorectal surgery in cirrhotic patients. In summary, preoperative identification and optimization combined with meticulous postoperative care are essential for optimum outcomes in patients with chronic liver disease undergoing colorectal surgery.

近年来,由于对肝硬化有了更好的理解和多学科的管理,肝硬化患者的结肠直肠手术适应症已经扩大。然而,麻醉和结直肠手术都可能加剧慢性肝病患者肝功能的恶化,因此术前仔细选择患者仍然是必须的。目前有四种评分(即child - turcote - pugh、终末期肝病模型、Mayo风险评分和(VOCAL)-Penn肝硬化手术风险评分)可用于评估肝硬化严重程度、确定失代偿风险和估计术后死亡率。为了在代偿性肝病患者中安全地选择性地进行结肠直肠切除术,术前必须对患者进行优化。术前经颈静脉肝内门静脉系统分流术(TIPS)是治疗门静脉高压症的一种很有前途的策略,但需要进一步的评估。同样,需要进一步的研究来验证腹腔镜入路在肝硬化患者结肠直肠手术中的可行性和安全性。综上所述,对于接受结直肠手术的慢性肝病患者而言,术前识别和优化结合细致的术后护理是获得最佳预后的关键。
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引用次数: 0
How can the surgeon reduce recurrence after surgery for ileocolic Crohn's disease? 外科医生如何减少回肠结肠性克罗恩病手术后的复发?
IF 0.3 Q4 SURGERY Pub Date : 2023-10-17 DOI: 10.1016/j.scrs.2023.100985
Steven R. Brown MD (Professor of Surgery)

Disease recurrence after surgery for ileocolic Crohn's is common, and repeat surgery is necessary for approximately one-third of patients within ten years. This recurrence rate is influenced by many factors, some of which relate to the disease phenotype. Others may be influenced by the patient (i.e., smoking) or the gastroenterologist with careful disease monitoring and the judicious use of adjuvant medication. The surgeon may also be able to reduce recurrence in the both preoperative preparation of the patient, the timing of surgery, and the intra-operative surgical technique. Evidence of how the surgeon can influence recurrence is discussed in this manuscript, considering current definitions, pathophysiology, and risk factors for recurrence.

回肠结肠性克罗恩病手术后疾病复发是常见的,大约三分之一的患者在10年内需要重复手术。复发率受多种因素影响,其中一些因素与疾病表型有关。其他可能受到患者(即吸烟)或胃肠病学家的影响,需要仔细监测疾病并明智地使用辅助药物。外科医生也可以通过术前准备、手术时机和术中手术技术来减少复发。考虑到当前的定义、病理生理学和复发的危险因素,本文讨论了外科医生如何影响复发的证据。
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引用次数: 0
Local tumor complications in stage IV colorectal cancer 癌症IV期局部肿瘤并发症
IF 0.3 Q4 SURGERY Pub Date : 2023-09-01 DOI: 10.1016/j.scrs.2023.100973
Smadar R. Bogardus MD , Gregory K. Low MD

Colorectal cancer is associated with distant metastases in 19–26% of patients at initial presentation. Local tumor complications such as obstruction, perforation, and hemorrhage may be identified at initial presentation or may develop during treatment for those that were initially asymptomatic. Optimal management in these situations is dependent on rapid recognition and assessment of the patient's clinical condition, a thorough understanding of oncologic principles, and a multidisciplinary approach to treatment. Given the the reliance on systemic therapy for the management of metastatic disease, it is essential to minimize potential morbidity and mortality to avoid unnecessary treatment delays in this subset of patients. This review highlights the most common local tumor complications seen in the setting of stage IV colorectal cancer and approaches to each.

19-26%的患者在初次就诊时伴有远处转移。局部肿瘤并发症如梗阻、穿孔和出血可在初次就诊时被发现,也可在治疗过程中出现。在这些情况下的最佳管理依赖于对患者临床状况的快速识别和评估,对肿瘤学原理的透彻理解,以及多学科治疗方法。鉴于转移性疾病的管理依赖于全身治疗,必须尽量减少潜在的发病率和死亡率,以避免这类患者不必要的治疗延误。这篇综述强调了在IV期结直肠癌中最常见的局部肿瘤并发症及其治疗方法。
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引用次数: 0
期刊
Seminars in Colon and Rectal Surgery
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