Gastrointestinal image stitching based on improved unsupervised algorithm.

Image stitching is a traditional but challenging computer vision task. The goal is to stitch together multiple images with overlapping areas into a single, natural-looking, high-resolution image without ghosts or seams. This article aims to increase the field of view of gastroenteroscopy and reduce the missed detection rate. To this end, an improved depth framework based on unsupervised panoramic image stitching of the gastrointestinal tract is proposed. In addition, preprocessing for aberration correction of monocular endoscope images is introduced, and a C2f module is added to the image reconstruction network to improve the network's ability to extract features. A comprehensive real image data set, GASE-Dataset, is proposed to establish an evaluation benchmark and training learning framework for unsupervised deep gastrointestinal image splicing. Experimental results show that the MSE, RMSE, PSNR, SSIM and RMSE_SW indicators are improved, while the splicing time remains within an acceptable range. Compared with traditional image stitching methods, the performance of this method is enhanced. In addition, improvements are proposed to address the problems of lack of annotated data, insufficient generalization ability and insufficient comprehensive performance in image stitching schemes based on supervised learning. These improvements provide valuable aids in gastrointestinal examination.

Endoscopic Management of Bariatric Surgery Complications: Fistulas, Leaks, and Ulcers.

Bariatric surgery is a safe and effective treatment option for patients with obesity and obesity-related comorbidities, with Roux-en-Y gastric bypass and sleeve gastrectomy being the two most common procedures. Despite the success of these interventions, adverse events are not uncommon. Endoscopic management has become first-line therapy when complications occur, and the armamentarium of devices and techniques continues to grow. This article focuses on the management of fistulas, leaks, and ulcers and also focuses on the etiology and endoscopic management strategy of each complication.

Novel Devices for Endoscopic Suturing: Past, Present, and Future.

Endoscopic suturing has been described in many applications, including the approximation of tissue defects, anchoring stents, hemostasis, and primary and secondary bariatric interventions. Primary endobariatric procedures use endoscopic suturing for gastric remodeling with the intention of weight loss. Currently, the only commercially available device in the United States is the OverStitch endoscopic suturing system (Apollo Endosurgery). We describe devices of potential that are currently in design and/or trials as devices for weight loss by gastric remodeling, including USGI incisionless operating platform used for the primary obesity surgery endoluminal 2.0 procedure, Endomina used for the Endomina endoscopic sleeve gastroplasty, and EndoZip.

Endoscopic Management of Weight Regain After Bariatric Surgery.

Weight regain, also known as recurrent weight gain, is common following bariatric surgeries. While anti-obesity medications and surgical revisions offer effective treatment options, they are not without their challenges and limitations. Over the last few decades, there have been significant advancements in endoscopic interventions to address weight regain following bariatric surgery. These procedures have demonstrated feasibility, safety, efficacy, and durability, offering minimally invasive treatment options for this patient population.

Small Bowel Therapies for Metabolic Disease and Obesity.

The small bowel has a crucial role in metabolic homeostasis. Small bowel endoscopic bariatric metabolic treatments (EBMTs) include several devices aimed at providing minimally invasive approaches for the management of metabolic disorders. The aim of this review is to provide an updated and exhaustive overview of the EBMTs targeting the small bowel developed to date, including the duodenal mucosa resurfacing, the duodenal-jejunal bypass liners, gastro-jejunal bypass sleeve, and the incisioneless magnetic anastomosis system, as well as to mention the future perspectives in the field.

How to Build an Endobariatric Practice: Set Up, Branding, and Marketing.

In the last decade there has been significant development of novel devices and techniques in the field of endoscopic bariatric and metabolic therapies (EBMTs). Bariatric endoscopy fulfills an unmet need within the current paradigm of obesity management. The expansion of this field is an important step in offering complete care to patients with obesity and metabolic disease. Nevertheless, information, mentorship and guidance through starting a practice in EBMTs are limited. We discuss important considerations when beginning a practice in obesity care with a focus on endobariatrics in a variety of practice settings.

Combination Therapies: Anti-Obesity Medications and Endoscopic Bariatric Procedures.

The obesity epidemic continues to worsen in the United States with currently 40% of adults with obesity. While lifestyle changes, pharmacologic and surgical treatments are the mainstay of therapy, they often are either inadequate to meet desired weight loss or underutilized due to patient preference. Endoscopic bariatric treatment can fill these gaps. Combination of endoscopic therapy with pharmacologic therapy can help narrow the gap between endoscopic and surgical bariatric treatment, as well as treat weight recidivism, inadequate weight loss, or further improve associated medical comorbidities in patients who have undergone or are undergoing endoscopic bariatric treatment.

The Future of Endobariatrics: Bridging the Gap.

With the growing global burden of obesity, the field of endobariatrics has emerged as a promising alternative, filling the void between lifestyle interventions with modest efficacy and more invasive surgical procedures. This article explores the latest advancements in endobariatric therapies, encompassing endoscopic sleeve gastroplasty (ESG), intragastric balloons (IGB), endoscopic metabolic therapies, and promising pharmacologic and surgical combination approaches that integrate multiple therapeutic modalities. It also outlines the critical factors and strategic considerations necessary for the successful integration of endobariatric interventions into clinical practice.

International Digestive Endoscopy Network Consensus on the Management of Antithrombotic Agents in Patients Undergoing Gastrointestinal Endoscopy.

Antithrombotic agents, including antiplatelet agents and anticoagulants, are widely used in Korea because of the increasing incidence of cardiocerebrovascular disease and the aging population. The management of patients using antithrombotic agents during endoscopic procedures is an important clinical challenge. The clinical practice guidelines for this issue, developed by the Korean Society of Gastrointestinal Endoscopy, were published in 2020. However, new evidence on the use of dual antiplatelet therapy and direct anticoagulant management has emerged, and revised guidelines have been issued in the United States and Europe. Accordingly, the previous guidelines were revised. Cardiologists were part of the group that developed the guideline, and the recommendations went through a consensus-reaching process among international experts. This guideline presents 14 recommendations made based on the Grading of Recommendations, Assessment, Development, and Evaluation methodology and was reviewed by multidisciplinary experts. These guidelines provide useful information that can assist endoscopists in the management of patients receiving antithrombotic agents who require diagnostic and elective therapeutic endoscopy. It will be revised as necessary to cover changes in technology, evidence, or other aspects of clinical practice.

Endoscopic therapy for gastrointestinal angiodysplasia.

OBJECTIVES: This is a protocol for a Cochrane Review (intervention). The objectives are as follows: To assess the benefits and harms of the different endoscopic management approaches for gastrointestinal angiodysplasia in symptomatic adults.

Abdominal imaging and endoscopic characteristics of adult abdominal IgA vasculitis: a multicenter retrospective study.

BACKGROUND: IgA vasculitis (IgAV), previously known as Henoch-Schönlein purpura, is an IgA-mediated systemic small vessel vasculitis that tends to be more severe in adults than in children. Early diagnosis of IgAV involving the gastrointestinal tract remains difficult, especially in patients who present with gastrointestinal symptoms before purpura. This study aims to systematically analyze the abdominal imaging and endoscopic features of adult patients with abdominal IgAV, providing assistance to clinicians in the early recognition of this condition. PATIENTS AND METHODS: This multicenter retrospective study was conducted in three large tertiary hospitals in China from January 2017 to January 2024. A total of 108 adult patients with abdominal IgAV, who had complete abdominal imaging and/or endoscopy results, were enrolled. The clinical manifestations, abdominal imaging findings, endoscopic characteristics, and serological indicators of the patients were analyzed. RESULTS: The median age of the patients was 40 years (IQR: 26-55), with a male-to-female ratio of 2:1. Acute abdominal pain was the most common presenting symptom (100 patients, 92.59%). Bowel wall thickening was the most frequent finding on abdominal imaging (50/86 patients, 58.14%). Gastrointestinal endoscopy showed findings of congestion and erosion (32/67 patients, 47.76%), and erosion with ulcers (21/67 patients, 31.34%). Among patients with both imaging and endoscopic results, the duodenum (28/51 patients, 54.90%) and ileum (28/51 patients, 54.90%) were the most commonly affected sites. Laboratory findings revealed elevated white blood cell count (WBC), neutrophil-to-lymphocyte ratio (NLR), C-reactive protein (CRP), D-dimer and fibrinogen levels, along with decreased albumin level. Comparing patients with gastrointestinal symptoms versus purpura as the initial symptom, those with gastrointestinal symptoms had higher levels of WBC (p < 0.05) and NLR (p < 0.01). CONCLUSIONS: The most common symptom in adult abdominal IgAV patients is acute abdominal pain. In the early stage of the disease, most patients exhibit elevated levels of WBC, NLR, CRP, D-dimer, and fibrinogen, along with decreased albumin level. The duodenum and ileum are the most commonly affected sites. By integrating these findings, clinicians can identify abdominal IgAV patients earlier and more accurately.

Adult abdominal IgAV is prevalent in middle-aged adults, with abdominal pain being the main presenting symptom. Abdominal imaging and endoscopy suggest that the duodenum and ileum are particularly susceptible to involvement. Laboratory tests typically show elevated white blood cell count, neutrophil-to-lymphocyte ratio, C-reactive protein, D-dimer and fibrinogen levels, along with decreased albumin level. These findings can aid in the early recognition of IgAV and facilitate timely treatment, thereby improving patient prognosis.

Development and application of an artificial intelligence-assisted endoscopy system for diagnosis of Helicobacter pylori infection: a multicenter randomized controlled study.

BACKGROUND: The early diagnosis and treatment of Heliobacter pylori (H.pylori) gastrointestinal infection provide significant benefits to patients. We constructed a convolutional neural network (CNN) model based on an endoscopic system to diagnose H. pylori infection, and then examined the potential benefit of this model to endoscopists in their diagnosis of H. pylori infection. MATERIALS AND METHODS: A CNN neural network system for endoscopic diagnosis of H.pylori infection was established by collecting 7377 endoscopic images from 639 patients. The accuracy, sensitivity, and specificity were determined. Then, a randomized controlled study was used to compare the accuracy of diagnosis of H. pylori infection by endoscopists who were assisted or unassisted by this CNN model. RESULTS: The deep CNN model for diagnosis of H. pylori infection had an accuracy of 89.6%, a sensitivity of 90.9%, and a specificity of 88.9%. Relative to the group of endoscopists unassisted by AI, the AI-assisted group had better accuracy (92.8% [194/209; 95%CI: 89.3%, 96.4%] vs. 75.6% [158/209; 95%CI: 69.7%, 81.5%]), sensitivity (91.8% [67/73; 95%CI: 85.3%, 98.2%] vs. 78.6% [44/56; 95%CI: 67.5%, 89.7%]), and specificity (93.4% [127/136; 95%CI: 89.2%, 97.6%] vs. 74.5% [114/153; 95%CI: 67.5%, 81.5%]). All of these differences were statistically significant (P < 0.05). CONCLUSION: Our AI-assisted system for diagnosis of H. pylori infection has significant ability for diagnostic, and can improve the accuracy of endoscopists in gastroscopic diagnosis. TRIAL REGISTRATION: This study was approved by the Ethics Committee of Daping Hospital (10/07/2020) (No.89,2020) and was registered with the Chinese Clinical Trial Registration Center (02/09/2020)   ( www.chictr.org.cn ; registration number: ChiCTR2000037801).

Clinical and Endoscopic Findings in Patients Presenting with Upper Gastrointestinal Bleeding at a Tertiary Care Hospital.

Background Upper gastrointestinal (UGI) bleeding is a severe medical condition that requires prompt evaluation and management. Understanding the clinical and endoscopic findings in patients presenting with upper gastrointestinal bleeding is essential for accurate diagnosis and effective treatment. Objective To investigate the age and sex composition, clinical presentations, and endoscopic findings of patients with upper gastrointestinal bleeding at a tertiary care hospital. Method A total of 561 patients with upper gastrointestinal bleeding were included in the study. Data on age, sex, and clinical presentation were collected for each patient. Endoscopic findings were recorded, and the relative frequency of various upper gastrointestinal lesions was analyzed. Result The age distribution of patients revealed that 40.82% were between 15 and 45 years, 32.98% were aged 46 to 65 years, and 26.20% were above 65 years. Among the patients, 73.08% were male and 26.92% were female. Hematemesis was observed in 248 cases, while melena was present in 136 cases, and both were present in 171 cases. Recent onset anemia with positive occult blood was reported in 6 patients. The most common endoscopic finding was varices (39.39%), followed by ulcers (15.51%). Mallory Weiss tear was noted in 5.53% of cases. Conclusion According to our findings, varices are the most common endoscopic finding in individuals with upper gastrointestinal bleeding rather than peptic ulcer disease. The considerable increase in varices emphasizes the critical importance of early identification and care in high-risk individuals, as well as contributing to a better understanding of upper gastrointestinal bleeding.

Clinical and histological impact of diffuse inflammation at pouchoscopy.

PURPOSE: The anatomical location of inflammation in and around the ileal pouch affects the pouch survival rate, and diffuse inflammation has poor pouch survival rates. We aimed to clarify the symptoms and histological findings of diffuse inflammation of the pouch. METHODS: We evaluated the symptoms, treatment, and histological findings according to the endoscopic phenotypes of diffuse inflammation, focal inflammation, and normal as the pouch body phenotype and afferent limb involvement, inlet involvement, cuffitis, and fistula as the peripheral findings. RESULTS: Of the 318 pouchoscopies, 47 had diffuse inflammation, 201 had focal inflammation, and 70 were normal. Symptomatic patients had diffuse inflammation more frequently (46.8%) than focal inflammation (13.4%) and normal (14.2%), with no difference between focal inflammation and normal. Antibiotics and steroids were higher rate administered in cases of diffuse inflammation, but not in cases of focal inflammation or in normal cases. Histological inflammation, inflammatory bowel disease (IBD)-specific finding, and colonic metaplasia showed severity in the order of diffuse inflammation > focal inflammation > normal. The number of peripheral inflammatory findings overlapped in the following order: diffuse inflammation > focal inflammation > normal. The number of symptomatic patients increased as the number of peripheral inflammatory findings increased. CONCLUSION: Pouches with diffuse inflammation are more symptomatic, have a higher use of therapeutic agents, and have more severe histological inflammation, IBD-specific finding, and colonic metaplasia accompanying peripheral inflammatory findings than the other groups. The higher the overlap of inflammatory findings in the surrounding tissues, the more symptomatic the patients will appear.

Upper Gastrointestinal Mucosal Damage and Subsequent Risk of Parkinson Disease.

Importance: The gut-first hypothesis of Parkinson disease (PD) has gained traction, yet potential inciting events triggering Parkinson pathology from gut-related factors remain unclear. While Helicobacter pylori infection is linked to mucosal damage (MD) and PD, it is unknown how upper gastrointestinal MD from any source increases PD risk. Objective: To evaluate any association between upper endoscopy findings of MD and subsequent clinical PD diagnosis. Design, Setting, and Participants: This was a retrospective cohort study of patients with no PD history undergoing upper endoscopy with biopsy between January 2000 and December 2005, with final follow-up assessments completed July 31, 2023. The study was conducted within the Mass General Brigham system, a multicenter network in the greater Boston, Massachusetts, area. Patients with MD were matched 1:3 to patients without MD based on age, sex, and date of initial endoscopy. Exposure: MD, defined as erosions, esophagitis, ulcers, or peptic injury, observed on upper endoscopy or pathology reports. Main Outcomes and Measures: The relative risk of PD given a history of MD, estimated using incident rate ratio (IRR) and multivariate Cox proportional hazard ratios (HRs). Results: Of 9350 patients, participants had a mean (SD) age of 52.3 (20.3) years; 5177 (55.4%) were male; and 269 (2.9%) were Asian, 737 (7.9%) Black, and 6888 (73.7%) White. Most participants underwent endoscopy between the ages of 50 and 64 years (2842 [30.4%]). At baseline, patients with MD were more likely to have a history of H pylori infection, proton-pump inhibitor use, chronic nonsteroidal anti-inflammatory drug use, gastroesophageal reflux disease, smoking, constipation, and dysphagia. The mean (SD) follow-up time was 14.9 (6.9) years for the whole cohort, during which patients with MD were more likely to develop PD (IRR, 4.15; 95% CI, 2.89-5.97; P < .001) than those without MD, even after covariate adjustment (HR, 1.76; 95% CI 1.11-2.51; P = .01). Constipation, dysphagia, older age, and higher Charlson-Deyo Comorbidity Index were also associated with higher PD risk. Conclusions and Relevance: In this cohort study, a history of upper gastrointestinal MD was associated with elevated risk of developing a clinical PD diagnosis. Increased vigilance among patients with MD for future PD risk may be warranted.

Upper Gastrointestinal Involvement in Crohn's Disease as an Independent Predictor of New-Onset Strictures: Insights from an Extensive Retrospective Cohort Analysis.

BACKGROUND/AIMS: Crohn's Disease (CD) can affect the entire gastrointestinal tract, including the upper sections (UGI), which is often overlooked, especially in Asian populations. There's a notable gap in research regarding the impact of UGI involvement on the intricate landscape of ensuing complications. This study aims to address this gap. METHODS: Conducting a retrospective study at Chang Gung Memorial Hospital from January 2001 to September 2023, we compared CD patients with UGI (Montreal L4) involvement against non-L4 counterparts, focusing on baseline characteristics, post-diagnosis complications, and overall outcomes. Routine UGI endoscopy was performed around the time of diagnosis in all patients followed in our inflammatory bowel disease (IBD) center, and all CD patients with adequate follow-up were included in this study. RESULTS: The study included 212 CD patients, 111 in the L4 group and 101 in the non-L4 group, with an average follow-up of 40.8 ± 15.1 months. At baseline, individuals in the L4 category demonstrated elevated smoking rates, increased Crohn's Disease Activity Index scores, a higher prevalence of strictures, and a more prevalent usage of biologics and proton pump inhibitors. Moreover, this group was characterized by reduced albumin levels. Upon concluding the follow-up, those with L4 involvement continued to show escalated CDAI scores and hospitalization frequencies, alongside heightened C-reactive protein levels and diminished albumin concentrations. Additionally, the occurrence of UGI involvement, stricturing disease at the time of diagnosis, and a younger age at the onset of CD were pinpointed as independent predictors for the development of new-onset strictures. CONCLUSIONS: CD patients with UGI involvement exhibit elevated disease activity and serve as independent predictors for the development of intestinal strictures. Thorough UGI evaluations at the time of diagnosis, coupled with assertive treatment strategies, are essential for managing these patients effectively.

Comparing oxygen therapies for hypoxemia prevention during gastrointestinal endoscopy under procedural sedation: A systematic review and network meta-analysis.

STUDY OBJECTIVE: Hypoxemia is the most frequent adverse event observed during gastrointestinal endoscopy under procedural sedation. An optimum oxygen therapy has still not been conclusively determined. DESIGN: A systematic review and network meta-analysis of randomized clinical trials. SETTING: Digestive Endoscopy Center. PATIENTS: Adults (≥18 years old and of both sexes) during gastrointestinal endoscopy under procedural sedation. INTERVENTIONS: Pubmed, MEDLINE, Web of Science, Embase, and Clinicaltrials.gov. were searched until June 30, 2023. Randomized clinical trials (RCTs) comparing any oxygen therapy with another oxygen therapy or with placebo (nasal cannula, NC) were included. MEASUREMENT: The primary outcome was the incidence of hypoxemia, defined as the pulse oxygen saturation (SpO2). Random-effects network meta-analyses were performed. Data are reported as odds ratios (OR), prediction intervals (PrI) and 95% CI. Bias risk was evaluated following the guidelines outlined by the Cochrane Collaboration. The quality of evidence was evaluated through the Grading of Recommendations Assessment, Development and Evaluation (GRADE) framework. MAIN RESULTS: We included 27 RCTs with a total of 7552 patients. Compared to the use of NC, non-invasive positive pressure ventilation (NIPPV) demonstrated superior efficacy in mitigating hypoxemia (NIPPV vs. NC, OR = 0.16, 95% CI: 0.08-0.31, 95% PrI: 0.06-0.41), followed by Wei nasal jet tube (WNJT) (WNJT vs. NC, OR = 0.17, 95% CI: 0.10-0.30, 95% PrI: 0.07-0.42). The efficacy for preventing hypoxemia was ranked as follows: NIPPV > WNJT > oropharynx/nasopharyngeal catheter > high-flow nasal oxygenation > nasal mask > NC. CONCLUSIONS: During gastrointestinal endoscopy under procedural sedation, all other advanced oxygen therapies were found to be more efficacious than nasal cannula. NIPPV and WNJT appear to be the most efficacious oxygen therapy for preventing hypoxemia. Additionally, clinicians should make a choice regarding the most suitable oxygen therapy based on the risk population, type of endoscopy and adverse events.