Capsule Endoscopy Research Articles

Artificial Intelligence in Coloproctology: A Review of Emerging Technologies and Clinical Applications

Artificial intelligence (AI) has emerged as a transformative tool across several specialties, namely gastroenterology, where it has the potential to optimize both diagnosis and treatment as well as enhance patient care. Coloproctology, due to its highly prevalent pathologies and tremendous potential to cause significant mortality and morbidity, has drawn a lot of attention regarding AI applications. In fact, its application has yielded impressive outcomes in various domains, colonoscopy being one prominent example, where it aids in the detection of polyps and early signs of colorectal cancer with high accuracy and efficiency. With a less explored path but equivalent promise, AI-powered capsule endoscopy ensures accurate and time-efficient video readings, already detecting a wide spectrum of anomalies. High-resolution anoscopy is an area that has been growing in interest in recent years, with efforts being made to integrate AI. There are other areas, such as functional studies, that are currently in the early stages, but evidence is expected to emerge soon. According to the current state of research, AI is anticipated to empower gastroenterologists in the decision-making process, paving the way for a more precise approach to diagnosing and treating patients. This review aims to provide the state-of-the-art use of AI in coloproctology while also reflecting on future directions and perspectives.

NA-segformer: A multi-level transformer model based on neighborhood attention for colonoscopic polyp segmentation

In various countries worldwide, the incidence of colon cancer-related deaths has been on the rise in recent years. Early detection of symptoms and identification of intestinal polyps are crucial for improving the cure rate of colon cancer patients. Automated computer-aided diagnosis (CAD) has emerged as a solution to the low efficiency of traditional methods relying on manual diagnosis by physicians. Deep learning is the latest direction of CAD development and has shown promise for colonoscopic polyp segmentation. In this paper, we present a multi-level encoder-decoder architecture for polyp segmentation based on the Transformer architecture, termed NA-SegFormer. To improve the performance of existing Transformer-based segmentation algorithms for edge segmentation on colon polyps, we propose a patch merging module with a neighbor attention mechanism based on overlap patch merging. Since colon tract polyps vary greatly in size and different datasets have different sample sizes, we used a unified focal loss to solve the problem of category imbalance in colon tract polyp data. To assess the effectiveness of our proposed method, we utilized video capsule endoscopy and typical colonoscopy polyp datasets, as well as a dataset containing surgical equipment. On the datasets Kvasir-SEG, Kvasir-Instrument and KvasirCapsule-SEG, the Dice score of our proposed model reached 94.30%, 94.59% and 82.73%, with an accuracy of 98.26%, 99.02% and 81.84% respectively. The proposed method achieved inference speed with an Frame-per-second (FPS) of 125.01. The results demonstrated that our suggested model effectively segmented polyps better than several well-known and latest models. In addition, the proposed method has advantages in trade-off between inference speed and accuracy, and it will be of great significance to real-time colonoscopic polyp segmentation. The code is available at https://github.com/promisedong/NAFormer.

Spectrum aided vision enhancer enhances mucosal visualization by hyperspectral imaging in capsule endoscopy.

Narrow-band imaging (NBI) is more efficient in detecting early gastrointestinal cancer than white light imaging (WLI). NBI technology is available only in conventional endoscopy, but unavailable in magnetic-assisted capsule endoscopy (MACE) systems due to MACE's small size and obstacles in image processing issues. MACE is an easy, safe, and convenient tool for both patients and physicians to avoid the disadvantages of conventional endoscopy. Enabling NBI technology in MACE is mandatory. We developed a novel method to improve mucosal visualization using hyperspectral imaging (HSI) known as Spectrum Aided Visual Enhancer (SAVE, Transfer N,Hitspectra Intelligent Technology Co., Kaohsiung, Taiwan). The technique was developed by converting the WLI image captured by MACE to enhance SAVE images. The structural similarity index metric (SSIM) between the WLI MACE images and the enhanced SAVE images was 91%, while the entropy difference between the WLI MACE images and the enhanced SAVE images was only 0.47%. SAVE algorithm can identify the mucosal break on the esophagogastric junction in patients with gastroesophageal reflux disorder. We successfully developed a novel image-enhancing technique, SAVE, in the MACE system, showing close similarity to the NBI from the conventional endoscopy system. The future application of this novel technology in the MACE system can be promising.

Clinical approach to the diagnosis and management of small bowel bleeding.

The diagnosis and management of small bowel bleeding (SBB) can be a clinical challenge. Advances in video capsule endoscopy, balloon-assisted enteroscopy, and multiphasic computed tomography allow for localization and therapeutic intervention. Etiologies of SBB including vascular, neoplastic, and inflammatory conditions are associated with age and comorbidities. The present review highlights terminologies that describe SBB, provides a differential diagnosis for bleeding etiologies, and summarizes a clinical approach to managing this condition.

Review of Deep Learning Performance in Wireless Capsule Endoscopy Images for GI Disease Classification

Wireless capsule endoscopy is a non-invasive medical imaging modality used for diagnosing and monitoring digestive tract diseases. However, the analysis of images obtained from wireless capsule endoscopy is a challenging task, as the images are of low resolution and often contain a large number of artifacts. In recent years, deep learning has shown great promise in the analysis of medical images, including wireless capsule endoscopy images. This paper provides a review of the current trends and future directions in deep learning for wireless capsule endoscopy. We focus on the recent advances in transfer learning, attention mechanisms, multi-modal learning, automated lesion detection, interpretability and explainability, data augmentation, and edge computing. We also highlight the challenges and limitations of current deep learning methods and discuss the potential future directions for the field. Our review provides insights into the ongoing research and development efforts in the field of deep learning for wireless capsule endoscopy, and can serve as a reference for researchers, clinicians, and engineers working in this area inspection process.

Hemorragia digestiva grave debido a ectasia vascular de yeyuno

Introduction: bleeding from the small bowel represents 5% of all cases of gastrointestinal (GI) bleeding and is mainly due to vascular malformations. Diagnosis is made by capsule endoscopy, although it depends on the patient´s condition as well as capsule endoscopy availability. Case report: a 22-year-old female patient presenting with hematochezia leading to hypovolemic shock and cardiorespiratory arrest, with negative upper and lower GI endoscopies. Given the impossibility of accessing capsule endoscopy, a surgical intervention was performed which identified jejunal vascular ectasia.

A Comprehensive Review of Artificial Intelligence and Colon Capsule Endoscopy: Opportunities and Challenges.

Colon capsule endoscopy (CCE) enables a comprehensive, non-invasive, and painless evaluation of the colon, although it still has limited indications. The lengthy reading times hinder its wider implementation, a drawback that could potentially be overcome through the integration of artificial intelligence (AI) models. Studies employing AI, particularly convolutional neural networks (CNNs), demonstrate great promise in using CCE as a viable option for detecting certain diseases and alterations in the colon, compared to other methods like colonoscopy. Additionally, employing AI models in CCE could pave the way for a minimally invasive panenteric or even panendoscopic solution. This review aims to provide a comprehensive summary of the current state-of-the-art of AI in CCE while also addressing the challenges, both technical and ethical, associated with broadening indications for AI-powered CCE. Additionally, it also gives a brief reflection of the potential environmental advantages of using this method compared to alternative ones.

Positioning exercises in improving the quality of magnetic-controlled capsule endoscopy

BackgroundGood gastric preparation is indispensable for Magnetic-controlled Capsule Endoscopy (MCE) examination, but there is no consensus yet. We aim to explore the clinical application value of positioning exercises in improving the quality of MCE examination.MethodsClinical data of 326 patients who underwent MCE examination from January 2020 to December 2023 were collected. The included patients were divided into two groups: the conventional medication preparation group (CMP group, accepted mucosal cleansing medication only) and the positioning exercises group (PE group, accepted mucosal cleansing medication plus positioning exercises). A comparison was made between the two groups in terms of gastric cavity cleanliness score, visibility score, and detection rate of positive lesions.ResultsThe examination time was (21.29 ± 5.82) minutes in the PE group and (30.54 ± 6.37) minutes in the CMP group, showing a significant difference between the two groups (P < 0.001). The total cleanliness score and visibility score in the CMP group were 15.89 ± 2.82 and 10.93 ± 2.12, respectively. In contrast, the total cleanliness score and visibility score in the PE group were 19.52 ± 2.26 and 15.09 ± 2.31, respectively. The PE group showed significantly better cleanliness scores and visibility scores in all six anatomical regions compared to the CMP group (All P < 0.001). However, there was no significant difference in the detection rate of positive lesions between the two groups (All P > 0.05).ConclusionPositioning exercises before MCE examination can improve the quality of gastric mucosal images and reduce the duration of the examination for patients.

The Diagnostic Accuracy of Colon Capsule Endoscopy in Inflammatory Bowel Disease-A Systematic Review and Meta-Analysis.

Colon capsule endoscopy (CCE) has regained popularity for lower gastrointestinal investigations since the COVID-19 pandemic. While there have been systematic reviews and meta-analyses on colonic polyp detection using CCE, there is a lack of comprehensive evidence concerning colonic inflammation. Therefore, this systematic review and meta-analysis aimed to assess the diagnostic accuracy of CCE for colonic inflammation, predominantly ulcerative colitis (UC) and Crohn's disease (CD). Methods: We systematically searched electronic databases (EMBASE, MEDLINE, PubMed Central, and Cochrane Library) for studies comparing the diagnostic accuracy between CCE and optical endoscopy as the standard reference. A bivariate random effect model was used for the meta-analysis. Results: From 3797 publications, 23 studies involving 1353 patients were included. Nine studies focused on UC, and ten focused on CD. For UC, CCE showed a pooled sensitivity of 92% (95% CI, 88-95%), a specificity of 71% (95% CI, 35-92%), and an AUC of 0.93 (95% CI, 0.89-0.97). For CD, the pooled sensitivity was 92% (95% CI, 89-95%), and the specificity was 88% (95% CI, 84-92%), with an AUC of 0.87 (95% CI, 0.76-0.98). Overall, for inflammatory bowel disease, the pooled sensitivity, specificity, and AUC were 90% (95% CI, 85-93%), 76% (95% CI, 56-90%), and 0.92 (95% CI, 0.94-0.97), respectively. Conclusions: Despite the challenges around standardised disease scoring and the lack of histological confirmation, CCE performs well in diagnosing inflammatory bowel disease. It demonstrates high sensitivity in both UC and Crohn's terminal ileitis and colitis and high specificity in Crohn's disease. Further studies are needed to evaluate the diagnostic accuracy of other colonic inflammatory conditions.

BJS 3 - The ScotCap registry: an evaluation of over 1000 colon capsule endoscopy procedures carried out in Scotland

Abstract Aims To report on the outcomes of patients undergoing colon capsule endoscopy (CCE) in Scotland (ScotCap) using a national CCE registry. Methods Patients undergoing CCE in NHS Scotland between August 1st, 2021 and August 1st, 2022 were included in this study. Patients were vetted to undergo CCE by clinicians in 5 NHS Scotland health boards. Patient data were collected prospectively by an eHealth system managing CCE referral and report sign off. CCE procedure data were collected by the ScotCap managed service carrying out CCE procedures. Data from both sources were compiled in the national CCE registry managed by Public Health Scotland. Results 1290 patients were included in this study. The median age of patients was 59 years and 58.5% of patients were female. A haemoglobin count was available for 1062 (82.3%) patients and the mean value was 139g/L. Faecal immunochemical test results were available for 1105 (85.7%) patients and of those with a test result, 903 (81.7%) had a result ≥10 µgHb/g. The rate of complete test, adequate bowel preparation and successful test (complete test with adequate bowel preparation) was 66.4%, 63.8% and 62.1%, respectively. Following CCE, 41.2%, 36.7%, 20.9% and 1.1% of patients required no further test, colonoscopy, flexible sigmoidoscopy and gastroscopy, respectively. One patient was reported to have experienced capsule retention with obstruction. Conclusions These are the first reported outcomes from the Scottish national CCE registry, and the largest reported series of CCE to date, which demonstrate a significant proportion of patients avoid colonoscopy when CCE is deployed nationally.

EP142 - "Unravelling the Enigma: Navigating the Diagnostic Dilemma of Abdominal Toxoplasmosis"

Abstract Introduction Abdominal toxoplasmosis, an infrequent yet medically significant manifestation of Toxoplasma infection, primarily caused by the protozoan parasite Toxoplasma gondii. Although toxoplasmosis can affect various organs, its occurrence in the abdominal region introduces unique diagnostic complexities, presenting symptoms such as abdominal pain, gastrointestinal disruptions, and systemic complications. Case Report In a notable case, a middle-aged patient presented with perplexing gastrointestinal symptoms, including nausea, vomiting, abdominal pain, and irregular bowel habits. With a history of anaemia and thrombocytopenia necessitating transfusions and yielding inconclusive bone marrow biopsies, the patient underwent OGD and colonoscopy with biopsies during initial management, revealing a hiatus hernia and diverticulosis that did not explain the symptoms. Despite being discharged pending biopsy results, subsequent normal findings failed to clarify. Upon readmission with persistent gastrointestinal complaints, a CTAP revealed two suspicious neoplastic focal areas of small bowel wall thickening and enlarged mesenteric lymph nodes. The MDT discussions ensued to rule out malignancy, leading to a follow-up PET scan suggesting nodal disease, raising concerns about lymphoma, small bowel adenocarcinoma, or carcinoid tumour and recommended an ultrasound-guided lymph node biopsy, 5 HIAA if asymptomatic, and diagnostic laparoscopy if symptomatic or obstructed. Subsequent core biopsy of a neck lymph node unveiled appearances consistent with toxoplasmosis, prompting treatment with anti-parasitic drugs. The patient awaits capsule endoscopy, and a follow-up CT scan displayed a reduction in bowel lesions and lymph nodes. Conclusion This case highlights the swift and precise identification of toxoplasmosis, resulting in an optimal patient outcome. The clinical manifestations of toxoplasmosis are diverse and lack distinct characteristics, making it challenging to definitively diagnose, particularly in immunocompetent individuals.

Exploring the impact of capsule endoscopy in Kazakhstan: a significant milestone

Exploring the impact of capsule endoscopy in Kazakhstan: a significant milestone

Risk factors of delayed upper gastrointestinal transit in capsule endoscopy

Objective The purpose was to investigate the risk factors for delayed upper gastrointestinal transit (DUGT) in small bowel capsule endoscopy (SBCE) and to improve the efficacy of SBCE. Methods The medical records of patients who underwent SBCE in Renji hospital between January 2015 and January 2023 were retrospectively reviewed. Data collection included patient demographics and potential risk factors for DUGT such as indications for the examination, underlying diseases, hospitalization status, anemia, inflammation. Risk factors were analyzed using univariable and multivariable logistic regression models. DUGT was defined as failure of a capsule to pass through the pylorus within 1 h. Results A total of 1459 patients who underwent SBCE were included in the study. 306 Cases (21%) experienced DUGT and all received conservative observation, medication treatment, endoscopic intervention, and other measures based on specific circumstances. The overall completion rate (CR) of the examination was 95.5% (1394/1459). Logistic regression analysis showed that hospitalization status (p = 0.030), diarrhea (p = 0.017), diabetes (p = 0.027) and cerebrovascular disease (p = 0.038) were significant risk factors for DUGT. Conclusions In our study, DUGT of SBCE was associated with hospitalization status, diarrhea, diabetes and cerebrovascular disease. Therefore, for the patients with the above risk factors, we should closely check the capsule status during the examination process, in order to take appropriate intervention measures as soon as possible.

Examining the Impact of a GI Hospitalist Model on the Outcomes of Double-Balloon Enteroscopy: A Single-Center Retrospective Study.

A GI hospitalist (GIH) is a physician who practices in the inpatient setting performing consultations and endoscopic procedures. Obscure small bowel bleeding is a common inpatient diagnosis that is difficult to manage and associated with longer hospitalizations. Having an onsite GIH physician with expertise in video capsule endoscopy (VCE) and double-balloon enteroscopy (DBE) has the potential to improve patient outcomes. This study will be the first to explore how implementing a GIH model and providing a GIH with training in DBE can affect the outcomes of patients with small bowel pathology. We performed a retrospective study of patients who received an inpatient DBE at an academic medical center before and after initiation of a GIH model and credentialing of a GIH in DBE. We compared outcomes, including procedure volumes, diagnostic and therapeutic yields, procedure duration, time to procedure, and length of stay. There was a 46.5% increase in the number of DBEs performed by the GIH. The diagnostic yield increased from 56.3 to 74.0% (OR 2.2, 95% CI 1.2-4.2), and the proportion of DBEs with a therapeutic intervention increased from 38.0 to 65.4% (OR 3.1, 95% CI 1.4-7.0). The total procedure time increased from 77.8 to 96.4min (p < 0.05) with a GIH. Having a GIH perform inpatient DBEs was associated with an increased number of procedures, duration of procedures, diagnostic yield, and therapeutic interventions. The onsite presence of a GIH with competency in DBE improves the care of hospitalized patients with small bowel pathology.

Painless colonoscopy: fact or fiction?

Although colonoscopy is a routinely performed procedure, it is not devoid of challenges, such as the potential for perforation and considerable patient discomfort, leading to patients postponing the procedure with several healthcare risks. This review delves into preprocedural and procedural solutions, and emerging technologies aimed at addressing the drawbacks of colonoscopies. Insufflation and sedation techniques, together with various other methods, have been explored to increase patient satisfaction, and thereby, the quality of endoscopy. Recent advances in this field include the prevention of loop formation, encompassing the use of variable-stiffness endoscopes, computer-guided scopes, magnetic endoscopic imaging, robotics, and capsule endoscopy. An autonomous endoscope that relies on self-propulsion to completely avoid looping is a potentially groundbreaking technology for the next generation of endoscopes. Nevertheless, critical techniques need to be refined to ensure the development of effective and efficient endoscopes.

Constrictive Pericarditis and Protein-Losing Enteropathies: Exploring the Heart-Gut Axis.

Background/Objectives: Constrictive pericarditis very rarely causes protein-losing enteropathy (PLE) induced by secondary intestinal lymphangiectasia. This study thoroughly reviewed the literature to shed light on the clinical management of PLE provoked by intestinal lymphangiectasia following constrictive pericarditis. Methods: We performed a PubMed search using the keywords enteropathy, protein-losing enteropathy, pericarditis, acute pericarditis, pericardial effusion, recurrent pericarditis, constrictive pericarditis, noninfectious pericarditis, idiopathic pericarditis, and infective pericarditis, with only English-language publications included. Results: Although constrictive pericarditis is primarily idiopathic, less common causes include infectious etiologies, connective/autoimmune tissue disorders, previous cardiac surgery, congenital syndromes, and cancer. On the one hand, PLE secondary to intestinal lymphangiectasia may cause a severe cellular immune deficiency that could raise infection hazards due to lymphocytopenia and hypogammaglobulinemia. On the other hand, lymphocytopenia may cause anergy and mask an underlying tuberculous etiology of constrictive pericarditis. Cardiac catheterization is the most useful diagnostic tool for constrictive pericarditis, though it may be misdiagnosed in rare cases. The videocapsule endoscopy and double-balloon enteroscopy techniques can detect small bowel lymphangiectasias distal to the Treitz ligament. MRI or a CT scan helps confirm constrictive pericarditis, visualize lymphangiectasias, and reveal features specific to the underlying etiology of PLE. Radioisotopic techniques may ensure PLE diagnosis in challenging cases, whereas fecal alpha1-antitrypsin can estimate gastrointestinal protein loss. Conclusions: Constrictive pericarditis is rarely associated with PLE. The cardio-intestinal abnormalities of PLE caused by constrictive pericarditis are frequently reversed following a complete pericardiectomy, though its ability to invert severe hypoalbuminemia is currently unknown.

Clinical characteristics and long-term disease course in patients with Crohn's disease as diagnosed by video capsule endoscopy: a multicenter retrospective matched case-control study.

Video capsule endoscopy is rarely used to diagnose Crohn's disease in patients with negative ileocolonoscopy or cross-sectional image findings. We evaluated clinical characteristics and long-term outcomes of these rare cases. This multicenter study included patients with Crohn's disease from 3 tertiary hospitals from January 2007 to October 2022. Patients with normal findings on ileocolonoscopy and computed tomography (CT)/magnetic resonance (MR) enterography but had ulcerations at the small bowel detected by video capsule endoscopy were included. The controls were patients with abnormal findings on endoscopy or CT/MR enterography. Controls were case-matched in a ratio of 3:1 for sex, calendar year of diagnosis, and age at diagnosis. Among 3,752 patients, 24 (0.6%) were diagnosed with Crohn's disease using video capsule endoscopy findings. The disease location (P< 0.001) and behavior at diagnosis (P= 0.013) of the cases significantly differed from that of controls. The perianal fistula modifier (25.0% vs. 33.3%, P= 0.446) did not differ significantly between the 2 groups. Initial disease activity and C-reactive protein and fecal calprotectin levels were significantly lower in cases versus controls. The median Lewis score was 838 (interquartile range, 393-1,803). Over 10 years of follow-up, the cases showed significantly lower cumulative risk of complicated behavior, biologics use, Crohn's disease-related hospitalization, and surgeries (log-rank test P< 0.05). Patients with Crohn's disease whose lesions were observed only by video capsule endoscopy were rare, and exhibit different clinical characteristics and a more favorable long-term disease course compared to those who were conventionally diagnosed.

Capsule endoscopy in portal hypertension and varices

Capsule endoscopy in portal hypertension and varices

Global research landscape of Peutz-Jeghers syndrome and successful endoscopic management of intestinal intussusception in patients with recurrent laparotomies.

Peutz-Jeghers syndrome (PJS) has brought significant physical, psychological and economic burdens on the patients and their families due to its early onset, diagnostic and therapeutic challenges and increased recurrence risk. To explore the current research status and emerging hotspots of PJS. Studies on PJS published during 1994-2023 were gathered based on Web of Science Core Collection. Additionally, a case of PJS-induced intestinal intussusception, successfully treated with endoscopic methods despite three laparotomies, was highlighted. Comprehensive bibliometric and visual analysis were conducted with VOSviewer, R and CiteSpace. Altogether 1760 studies were identified, indicating a steady increase in the publication number. The United States had the highest influence, whereas the University of Helsinki emerged as the leading institution, and Aaltonen LA from the University of Helsinki was the most prolific author. Cancer Research, Oncogene and Endoscopy were the top three journals based on H-index. Keyword burst direction analysis revealed that "cancer risk", "management", "surveillance" and "familial pancreatic cancer" were the potential hotspots for investigation. Additionally, "early detection", "capsule endoscopy", "clinical management", "double-balloon endoscopy", "familial pancreatic cancer" and "molecular genetic basis" were identified as the key clusters of co-cited references. Endoscopic polypectomy remained effective on resolving intestinal intussusception in patients who underwent three previous laparotomies. In the last three decades, global publications related to PJS show a steadily increasing trend in number. Endoscopic management is currently a research hotspot.

Predictive factors of portal hypertensive enteropathy exacerbations based on long-term outcomes

BackgroundPortal hypertensive enteropathy (PHE) is a small-bowel lesion observed in patients with portal hypertension. The clinical significance of endoscopic findings in PHE remains unclear. We aimed to clarify the clinical significance and predictive factors of capsule endoscopic findings in patients with PHE based on long-term outcomes.MethodsThis retrospective study enrolled 55 patients with PHE (33 males and 22 females; median age, 64 years; range, 23–87) followed for > 3 years using capsule endoscopy (CE) between February 2009 and May 2023. We evaluated the clinical factors affecting PHE exacerbations and the effects of PHE exacerbations on gastrointestinal bleeding by comparing exacerbated and unchanged PHE groups.ResultsOverall, 3 (5%) patients showed improvement, 33 (60%) remained unchanged, and 19 (35%) showed exacerbation on follow-up CE. In the exacerbated group, the rates of worsened fibrosis-4 index, exacerbated esophageal varices, and exacerbated portal hypertensive gastropathy were significantly higher than those in the unchanged group (21%, 32%, and 42% vs. 3%, 6%, and 12%, respectively; P < 0.05), and the rate of splenectomy was significantly lower in the exacerbated group than in the unchanged group (5% vs. 39%, respectively; P < 0.01). In multivariate analysis, exacerbation of esophageal varices and absence of splenectomy were significantly associated with PHE exacerbation. The rate of gastrointestinal bleeding after follow-up CE was significantly high in the exacerbated group (log-rank, P = 0.037).ConclusionsExacerbation of esophageal varices and splenectomy were significantly associated with exacerbation of PHE. Exacerbated PHE requires specific attention to prevent gastrointestinal bleeding.