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Artificial intelligence in digestive endoscopy: recent advances. 消化内镜检查中的人工智能:最新进展。
IF 2.5 3区 医学 Q2 Medicine Pub Date : 2023-09-01 Epub Date: 2023-07-17 DOI: 10.1097/MOG.0000000000000957
Jean-Francois Rey

Purpose of review: With the incessant advances in information technology and its implications in all domains of our life, artificial intelligence (AI) started to emerge as a need for better machine performance. How it can help endoscopists and what are the areas of interest in improving both diagnostic and therapeutic endoscopy in each part of the gastrointestinal (GI) tract. What are the recent benefits and clinical usefulness of this new technology in daily endoscopic practice.

Recent findings: The two main AI systems categories are computer-assisted detection 'CADe' for lesion detection and computer-assisted diagnosis 'CADx' for optical biopsy and lesion characterization. Multiple softwares are now implemented in endoscopy practice. Other AI systems offer therapeutic assistance such as lesion delineation for complete endoscopic resection or prediction of possible lymphanode after endoscopic treatment. Quality assurance is the coming step with complete monitoring of high-quality colonoscopy. In all cases it is a computer-aid endoscopy as the overall result rely on the physician. Video capsule endoscopy is the unique example were the computer conduct the device, store multiple images, and perform accurate diagnosis.

Summary: AI is a breakthrough in digestive endoscopy. Screening gastric and colonic cancer detection should be improved especially outside of expert's centers. Prospective and multicenter trials are mandatory before introducing new software in clinical practice.

审查目的:随着信息技术的不断进步及其对我们生活各个领域的影响,人工智能(AI)开始成为提高机器性能的一种需要。人工智能如何帮助内镜医师,在改善胃肠道(GI)各部位的诊断和治疗内镜方面有哪些值得关注的领域?这项新技术在日常内窥镜操作中有哪些最新优势和临床实用性:计算机辅助检测 "CADe "用于病变检测,"计算机辅助诊断""CADx "用于光学活检和病变特征描述。目前,多种软件已在内窥镜检查中得到应用。其他人工智能系统还提供治疗辅助,如为内镜下完整切除术划定病灶,或预测内镜治疗后可能出现的淋巴结。质量保证是对高质量结肠镜检查进行全面监控的下一步。在所有情况下,这都是一种计算机辅助内窥镜检查,因为整体结果取决于医生。视频胶囊内窥镜检查就是一个独特的例子,它由计算机控制设备、存储多幅图像并进行精确诊断。总结:人工智能是消化内镜检查的突破性进展,胃癌和结肠癌的筛查应得到改进,尤其是在专家中心以外的地区。在将新软件引入临床实践之前,必须进行前瞻性和多中心试验。
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引用次数: 0
G-POEM for gastroparesis: past, present and future. 治疗胃痉挛的 G-POEM:过去、现在和未来。
IF 2.5 3区 医学 Q2 Medicine Pub Date : 2023-09-01 Epub Date: 2023-05-11 DOI: 10.1097/MOG.0000000000000950
Ishaan Vohra, Harishankar Gopakumar, Douglas G Adler

Purpose of review: Gastroparesis is a chronic debilitating condition with rising incidence and healthcare burden. As abdominal surgeries, diabetes, viral infections and autoimmune diseases become more prevalent, gastroparesis will continue to upsurge. Conservative treatment options for gastroparesis are limited by their side effects and short-term efficacy. Gastric endoscopic pyloromyotomy (G-POEM) is a novel incisionless endosurgical technique with excellent long-term outcomes. This review is in time, as the demand for G-POEM will continue to escalate.

Recent findings: This review encompasses the conservative and nonconservative treatment options for gastroparesis. G-POEM is a nonconservative treatment option, and the aim of this review is to discuss the variations in technique of G-POEM, short-term and long-term clinical efficacy of G-POEM and adverse events associated with it.

Summary: G-POEM has high technical and clinical success with minimal adverse events. G-POEM outcomes are similar or superior when compared with other treatment options for refractory gastroparesis. G-POEM is being widely adopted and will become the preferred treatment choice in patients with refractory gastroparesis.

审查目的:胃瘫是一种使人衰弱的慢性疾病,发病率和医疗负担不断上升。随着腹部手术、糖尿病、病毒感染和自身免疫性疾病的流行,胃瘫的发病率将继续上升。胃瘫的保守治疗方案因其副作用和短期疗效而受到限制。胃内镜幽门切开术(G-POEM)是一种新型的无切口内外科技术,具有良好的长期疗效。由于对 G-POEM 的需求将继续攀升,因此本综述的发布恰逢其时:本综述涵盖了胃痉挛的保守和非保守治疗方案。G-POEM 是一种非保守治疗方案,本综述旨在讨论 G-POEM 技术的差异、G-POEM 的短期和长期临床疗效以及与之相关的不良反应。与其他治疗难治性胃瘫的方法相比,G-POEM 的疗效相似或更优。G-POEM 正在被广泛采用,并将成为难治性胃瘫患者的首选治疗方法。
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引用次数: 0
Endotherapy in pediatric pancreatitis. 小儿胰腺炎的内部疗法
IF 2.5 3区 医学 Q2 Medicine Pub Date : 2023-09-01 Epub Date: 2023-07-17 DOI: 10.1097/MOG.0000000000000955
Nicholas Norris, David M Troendle

Purpose of review: Some children with acute recurrent and chronic pancreatitis stand to benefit from therapeutic endoscopic interventions. The purpose of this review is to summarize specific endoscopic therapies used for these conditions and highlight areas of future research.

Recent findings: Multicenter collaboration and consortium efforts have provided more data now than ever on the technical outcomes and safety of therapeutic endoscopic procedures for pancreatitis in children. Indications are growing but more research is needed to help guide patient selection.

Summary: Advanced endoscopic procedures including endoscopic retrograde cholangiopancreatography, endoscopic-ultrasound guided therapies, and single-operator pancreatoscopy may be used in patients with acute recurrent or chronic pancreatitis to manage pancreatic duct obstruction or local complications including pseudocysts and walled-off necrosis. Patient and procedural factors differ between adults and children. Access to these procedures for younger children is growing, and technical outcomes and adverse event rates appear similar between adults and children.

审查目的:一些患有急性复发性和慢性胰腺炎的儿童可从内窥镜治疗干预中获益。本综述旨在总结治疗这些疾病的特定内镜疗法,并强调未来的研究领域:多中心合作和联合努力提供了比以往更多有关儿童胰腺炎内镜治疗手术的技术成果和安全性的数据。摘要:先进的内镜手术包括内镜逆行胰胆管造影术、内镜超声引导疗法和单人胰腺镜检查,可用于急性复发性或慢性胰腺炎患者,以治疗胰管梗阻或假性囊肿和壁脱性坏死等局部并发症。成人和儿童的患者和手术因素各不相同。年幼儿童接受此类手术的机会越来越多,成人和儿童的技术结果和不良事件发生率似乎相似。
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引用次数: 0
Editorial introductions. 编辑介绍。
IF 2.5 3区 医学 Q2 Medicine Pub Date : 2023-09-01 DOI: 10.1097/MOG.0000000000000964
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引用次数: 0
A review of deep learning and radiomics approaches for pancreatic cancer diagnosis from medical imaging. 从医学影像诊断胰腺癌的深度学习和放射组学方法综述。
IF 2.5 3区 医学 Q2 Medicine Pub Date : 2023-09-01 Epub Date: 2023-07-18 DOI: 10.1097/MOG.0000000000000966
Lanhong Yao, Zheyuan Zhang, Elif Keles, Cemal Yazici, Temel Tirkes, Ulas Bagci

Purpose of review: Early and accurate diagnosis of pancreatic cancer is crucial for improving patient outcomes, and artificial intelligence (AI) algorithms have the potential to play a vital role in computer-aided diagnosis of pancreatic cancer. In this review, we aim to provide the latest and relevant advances in AI, specifically deep learning (DL) and radiomics approaches, for pancreatic cancer diagnosis using cross-sectional imaging examinations such as computed tomography (CT) and magnetic resonance imaging (MRI).

Recent findings: This review highlights the recent developments in DL techniques applied to medical imaging, including convolutional neural networks (CNNs), transformer-based models, and novel deep learning architectures that focus on multitype pancreatic lesions, multiorgan and multitumor segmentation, as well as incorporating auxiliary information. We also discuss advancements in radiomics, such as improved imaging feature extraction, optimized machine learning classifiers and integration with clinical data. Furthermore, we explore implementing AI-based clinical decision support systems for pancreatic cancer diagnosis using medical imaging in practical settings.

Summary: Deep learning and radiomics with medical imaging have demonstrated strong potential to improve diagnostic accuracy of pancreatic cancer, facilitate personalized treatment planning, and identify prognostic and predictive biomarkers. However, challenges remain in translating research findings into clinical practice. More studies are required focusing on refining these methods, addressing significant limitations, and developing integrative approaches for data analysis to further advance the field of pancreatic cancer diagnosis.

综述的目的:胰腺癌的早期准确诊断对于改善患者预后至关重要,而人工智能(AI)算法有可能在胰腺癌的计算机辅助诊断中发挥重要作用。在这篇综述中,我们旨在提供人工智能领域最新的相关进展,特别是深度学习(DL)和放射组学方法,用于使用计算机断层扫描(CT)和磁共振成像(MRI)等横断面成像检查诊断胰腺癌:本综述重点介绍了应用于医学成像的深度学习技术的最新发展,包括卷积神经网络(CNN)、基于变压器的模型和新型深度学习架构,这些架构侧重于多类型胰腺病变、多器官和多肿瘤分割,以及纳入辅助信息。我们还讨论了放射组学的进展,如改进的成像特征提取、优化的机器学习分类器以及与临床数据的整合。此外,我们还探讨了在实际环境中利用医学成像实施基于人工智能的胰腺癌诊断临床决策支持系统。摘要:深度学习和放射组学与医学成像在提高胰腺癌诊断准确性、促进个性化治疗规划以及确定预后和预测性生物标志物方面已显示出强大的潜力。然而,将研究成果转化为临床实践仍面临挑战。需要进行更多的研究,重点是完善这些方法,解决明显的局限性,并开发数据分析的综合方法,以进一步推动胰腺癌诊断领域的发展。
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引用次数: 0
Evaluation and management of exocrine pancreatic insufficiency: pearls and pitfalls. 胰腺外分泌功能不全的评估和管理:珍珠和陷阱。
IF 2.6 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2023-09-01 Epub Date: 2023-05-11 DOI: 10.1097/MOG.0000000000000951
Mitchell L Ramsey, Phil A Hart, Christopher E Forsmark

Purpose of review: The diagnosis and management of exocrine pancreatic dysfunction (EPD) can be challenging. EPD classically results from conditions that cause loss of pancreatic acinar cell function and decreased digestive enzyme production. However, several conditions may contribute to signs or symptoms of EPD with otherwise normal pancreatic exocrine function. A thoughtful approach to considering these conditions, along with their specific therapies, can guide a tailored management approach.

Recent findings: An EPD severity classification schema has been proposed, which emphasizes a shift towards a more restrictive prescription of pancreas enzyme replacement therapy (PERT) for patients with milder EPD. In contrast, PERT use has been associated with a measurable survival benefit among individuals with EPD and pancreatic cancer, so the prescription of PERT may be more liberal in this population. Recent publications in the cystic fibrosis population offer pearls guiding the titration and optimization of PERT.

Summary: Among individuals with severe EPD, PERT is an effective therapy. Among individuals with milder EPD, although PERT is effective, there may be opportunities to provide additional and potentially more effective therapies.

审查目的:胰腺外分泌功能障碍(EPD)的诊断和治疗具有挑战性。胰腺外分泌功能障碍通常是由导致胰腺针叶细胞功能丧失和消化酶分泌减少的疾病引起的。然而,在胰腺外分泌功能正常的情况下,有几种情况可能会导致 EPD 的体征或症状。对这些疾病及其具体疗法进行深思熟虑的考虑,可以指导量身定制的管理方法:最近的研究结果:已经提出了一种 EPD 严重程度分类模式,该模式强调对 EPD 较轻的患者采用限制性较强的胰腺酶替代疗法(PERT)处方。与此相反,在 EPD 和胰腺癌患者中,PERT 的使用与可测量的生存获益相关,因此在这一人群中,PERT 的处方可能更为宽松。摘要:在重度 EPD 患者中,PERT 是一种有效的治疗方法。在 EPD 较轻的患者中,虽然 PERT 有效,但仍有机会提供其他可能更有效的疗法。
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引用次数: 0
Endoluminal bariatric and metabolic therapies: state-of-the-art. 腔内减肥和代谢疗法:最新技术。
IF 2.5 3区 医学 Q2 Medicine Pub Date : 2023-09-01 Epub Date: 2023-07-13 DOI: 10.1097/MOG.0000000000000967
Nader Bakheet, Dilhana Badurdeen, Adrian Sartoretto, Vivek Kumbhari

Purpose of review: The aim of this review is to present the current state of the field, highlight recent developments, and describe the clinical outcomes of these endoluminal bariatric and metabolic procedures.

Recent findings: The landscape of endoluminal devices and techniques for treating obesity has expanded significantly, with FDA-approved therapies currently available to patients with a body mass index values as high as 50 kg/m 2 . Although notable advancements have been made in this area, there is a need for further emphasis to be placed on the metabolic improvements resulting from these therapies, in addition to the conventional focus on weight loss outcomes. Some of these procedures are now FDA approved for the treatment of metabolic disease as opposed to weight loss. To achieve the most favorable results, it is imperative that all endoluminal interventions are combined with a moderately intensive diet and lifestyle program lasting at least 12 months.

Summary: Endoluminal metabolic and bariatric therapy represents a bridge between lifestyle counseling, pharmaceutical interventions, and the most efficacious treatment for obesity, bariatric surgery. By virtue of its minimally invasive approach, this therapy may be an appealing option for patients who are ineligible for, or averse to, bariatric surgery and who have experienced suboptimal outcomes or unable to afford medical treatments. Furthermore, these interventions may be particularly beneficial in the early stages of obesity.

综述的目的:本综述旨在介绍该领域的现状、最新进展,并描述这些腔内减肥和代谢手术的临床效果:用于治疗肥胖症的腔内设备和技术的范围已大大扩展,目前经 FDA 批准的疗法适用于体重指数值高达 50 kg/m 2 的患者。虽然这一领域已经取得了显著的进步,但除了传统的关注减肥效果外,还需要进一步强调这些疗法对新陈代谢的改善作用。目前,美国食品及药物管理局(FDA)已批准其中一些程序用于治疗代谢疾病,而非减肥。摘要:腔内代谢和减肥疗法是生活方式咨询、药物干预和最有效的肥胖症治疗方法--减肥手术之间的桥梁。这种疗法采用微创方式,对于不符合减肥手术条件或不愿意接受减肥手术的患者,以及疗效不理想或无力负担医疗费用的患者来说,可能是一种颇具吸引力的选择。此外,这些干预措施可能对肥胖症的早期阶段特别有益。
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引用次数: 0
Endoscopic therapy for gastroesophageal reflux disease: where are we, where are we going? 胃食管反流病的内镜治疗:我们在哪里,我们要去哪里?
IF 2.6 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2023-09-01 Epub Date: 2023-07-20 DOI: 10.1097/MOG.0000000000000968
Muhammad Haseeb, Christopher C Thompson

Purpose of review: Gastroesophageal reflux disease (GERD) is the most common chronic condition with increasing prevalence in the Western world. Despite medical therapy, a considerable proportion of patients continue to experience symptoms, thus fueling the demand for minimally invasive GERD treatment options. This review will assess the currently available endoscopic approaches by analyzing their outcomes data, indication for use and limitations.

Recent findings: With increasing evidence of the safety and efficacy of endoscopic therapies, recent guidelines and consensus society documents have updated their recommendations for the endoscopic treatment of GERD. In this review, we have comprehensively assessed the current landscape of endoscopic approaches for the treatment of GERD and provided insight into future directions.

Summary: Endoscopic therapies for GERD show promise as new treatments emerge and existing therapies evolve into safer and more reproducible options. They are well positioned to cater to a large subset of the population suffering from chronic condition of GERD.

综述目的:胃食管反流病(GERD)是最常见的慢性疾病,在西方国家患病率不断上升。尽管进行了药物治疗,但仍有相当一部分患者继续出现症状,从而推动了对微创GERD治疗方案的需求。这篇综述将通过分析其结果数据、使用指征和局限性来评估目前可用的内窥镜方法。最近的发现:随着越来越多的证据表明内镜治疗的安全性和有效性,最近的指南和共识社会文件更新了他们对GERD内镜治疗的建议。在这篇综述中,我们全面评估了内镜下GERD治疗方法的现状,并对未来的发展方向提供了见解。摘要:随着新疗法的出现和现有疗法发展成为更安全、更可重复的选择,GERD的内镜治疗显示出了前景。他们能够很好地满足患有胃食管反流病的一大部分人群的需求。
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引用次数: 0
Fluid resuscitation in acute pancreatitis. 急性胰腺炎的液体复苏。
IF 2.5 3区 医学 Q2 Medicine Pub Date : 2023-09-01 Epub Date: 2023-07-05 DOI: 10.1097/MOG.0000000000000959
Allison L Yang, Santhi Swaroop Vege

Purpose of review: The purpose of the review is to critically evaluate the evidence from the literature to establish the current perspective on fluid resuscitation (FR) in acute pancreatitis (AP). We will review the rationale, type of fluid, rate of administration, total volume, duration, monitoring, ideal outcomes to be studied in clinical trials and recommendations for future studies.

Recent findings: FR remains the key component of supportive therapy in AP. The paradigm has shifted from administration of aggressive fluid resuscitation towards more moderate FR strategies. Lactated Ringer's remains the preferred fluid for resuscitation. There remain critical gaps in knowledge regarding the end point(s) to indicate adequate resuscitation, and accurate assessments of fluid sequestration and intravascular volume deficit in AP.

Summary: There is insufficient evidence to state that goal-directed therapy, using any of the parameters to guide fluid administration, reduces the risk of persistent organ failure, infected pancreatic necrosis, or mortality in AP, as well as the most appropriate method for the same.

综述目的:综述的目的是对文献中的证据进行批判性评估,以确立当前对急性胰腺炎(AP)液体复苏(FR)的看法。我们将回顾液体复苏的原理、液体类型、给药速度、总量、持续时间、监测、临床试验中需要研究的理想结果以及对未来研究的建议:最近的研究结果:FR 仍是 AP 支持疗法的关键组成部分。目前的治疗模式已从积极的液体复苏转变为更为温和的急性肾衰竭治疗策略。乳酸林格氏液仍是首选的复苏液体。小结:目前还没有足够的证据表明,使用任何参数指导液体输注的目标导向疗法可降低 AP 患者持续器官衰竭、感染性胰腺坏死或死亡的风险,也没有足够的证据表明最合适的方法是什么。
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引用次数: 0
Medical management of hypertriglyceridemia in pancreatitis. 胰腺炎患者高甘油三酯血症的药物治疗。
IF 2.5 3区 医学 Q2 Medicine Pub Date : 2023-09-01 Epub Date: 2023-07-05 DOI: 10.1097/MOG.0000000000000956
Nikola Gligorijevic, Maja Stefanovic-Racic, Erin E Kershaw

Purpose of review: Hypertriglyceridemia-induced acute pancreatitis (HTG-AP) should be considered in all cases of acute pancreatitis and triglyceride levels measured early, so that appropriate early and long-term treatment can be initiated.

Recent findings: In most cases of HTG-AP, conservative management (nothing by mouth, intravenous fluid resuscitation and analgesia) is sufficient to achieve triglyceride levels less than 500 mg/dl. Intravenous insulin and plasmapheresis are sometimes used, although prospective studies showing clinical benefits are lacking. Pharmacological management of hypertriglyceridemia (HTG) should start early and target triglyceride levels of less than 500 mg/dl to reduce the risk or recurrent acute pancreatitis. In addition to currently used fenofibrate and omega-3 fatty acids, several novel agents are being studied for long-term treatment of HTG. These emerging therapies focus mainly on modifying the action of lipoprotein lipase (LPL) through inhibition of apolipoprotein CIII and angiopoietin-like protein 3. Dietary modifications and avoidance of secondary factors that worsen triglyceride levels should also be pursued. In some cases of HTG-AP, genetic testing may help personalize management and improve outcomes.

Summary: Patients with HTG-AP require acute and long-term management of HTG with the goal of reducing and maintaining triglyceride levels to less than 500 mg/dl.

审查目的:所有急性胰腺炎病例均应考虑高甘油三酯血症诱发的急性胰腺炎(HTG-AP),并尽早测量甘油三酯水平,以便开始适当的早期和长期治疗:在大多数 HTG-AP 病例中,保守治疗(口服药物、静脉输液和镇痛)足以使甘油三酯水平低于 500 mg/dl。尽管缺乏显示临床疗效的前瞻性研究,但有时也会使用静脉注射胰岛素和血浆置换术。高甘油三酯血症(HTG)的药物治疗应尽早开始,目标是使甘油三酯水平低于 500 mg/dl,以降低急性胰腺炎复发的风险。除了目前使用的非诺贝特和欧米伽-3 脂肪酸外,还有几种新型药物正被研究用于高甘油三酯血症的长期治疗。这些新兴疗法主要侧重于通过抑制载脂蛋白 CIII 和血管生成素样蛋白 3 来改变脂蛋白脂肪酶(LPL)的作用。此外,还应调整饮食结构,避免继发导致甘油三酯水平升高的因素。总结:HTG-AP 患者需要对 HTG 进行急性和长期管理,目标是将甘油三酯水平降至并维持在 500 mg/dl 以下。
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引用次数: 0
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Current Opinion in Gastroenterology
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