keyword
https://read.qxmd.com/read/38587768/cascade-ec-network-recognition-of-gastrointestinal-multiple-lesions-based-on-efficientnet-and-ca_stm_retinanet
#1
JOURNAL ARTICLE
Xudong Guo, Lei Xu, Shengnan Li, Meidong Xu, Yuan Chu, Qinfen Jiang
Capsule endoscopy (CE) is non-invasive and painless during gastrointestinal examination. However, capsule endoscopy can increase the workload of image reviewing for clinicians, making it prone to missed and misdiagnosed diagnoses. Current researches primarily concentrated on binary classifiers, multiple classifiers targeting fewer than four abnormality types and detectors within a specific segment of the digestive tract, and segmenters for a single type of anomaly. Due to intra-class variations, the task of creating a unified scheme for detecting multiple gastrointestinal diseases is particularly challenging...
April 8, 2024: J Imaging Inform Med
https://read.qxmd.com/read/37495849/diagnostic-accuracy-of-artificial-intelligence-aided-capsule-endoscopy-top100-in-overt-small-bowel-bleeding
#2
JOURNAL ARTICLE
Antonio Giordano, Miriam Escapa, Miquel Urpí-Ferreruela, Gherzon Casanova, Gloria Fernández-Esparrach, Àngels Ginès, Josep Llach, Begoña González-Suárez
BACKGROUND: Capsule endoscopy (CE) is the first-choice exploration in case of overt small bowel bleeding (SBB). An early CE is known to increase diagnostic yield, but long reading times may delay therapeutics. The study evaluates the diagnostic performance of the artificial intelligence tool TOP100 in patients with overt SBB undergoing early CE with Pillcam SB3. METHODS: Patients who underwent early CE (up to 14 days from the bleeding episode) for suspected overt SBB were included...
July 26, 2023: Surgical Endoscopy
https://read.qxmd.com/read/37440929/spatiotemporal-analysis-of-small-bowel-capsule-endoscopy-videos-for-outcomes-prediction-in-crohn-s-disease
#3
JOURNAL ARTICLE
Raizy Kellerman, Amit Bleiweiss, Shimrit Samuel, Reuma Margalit-Yehuda, Estelle Aflalo, Oranit Barzilay, Shomron Ben-Horin, Rami Eliakim, Eyal Zimlichman, Shelly Soffer, Eyal Klang, Uri Kopylov
BACKGROUND: Deep learning techniques can accurately detect and grade inflammatory findings on images from capsule endoscopy (CE) in Crohn's disease (CD). However, the predictive utility of deep learning of CE in CD for disease outcomes has not been examined. OBJECTIVES: We aimed to develop a deep learning model that can predict the need for biological therapy based on complete CE videos of newly-diagnosed CD patients. DESIGN: This was a retrospective cohort study...
2023: Therapeutic Advances in Gastroenterology
https://read.qxmd.com/read/37404050/deep-learning-and-minimally-invasive-endoscopy-automatic-classification-of-pleomorphic-gastric-lesions-in-capsule-endoscopy
#4
JOURNAL ARTICLE
Miguel Mascarenhas, Francisco Mendes, Tiago Ribeiro, João Afonso, Pedro Cardoso, Miguel Martins, Hélder Cardoso, Patrícia Andrade, João Ferreira, Miguel Mascarenhas Saraiva, Guilherme Macedo
INTRODUCTION: - Capsule endoscopy (CE) is a minimally invasive exam for evaluating the gastrointestinal tract. However, it's diagnostic yield for detecting gastric lesions is suboptimal. Convolutional Neural Networks (CNN) are artificial intelligence models with great performance for image analysis. Nonetheless, their role in gastric evaluation by wireless CE (WCE) has not been explored. METHODS: - Our group developed a CNN-based algorithm for the automatic classification of pleomorphic gastric lesions, including vascular lesions (angiectasia, varices and red spots), protruding lesions, ulcers and erosions...
July 3, 2023: Clinical and Translational Gastroenterology
https://read.qxmd.com/read/36292178/deep-learning-multi-domain-model-provides-accurate-detection-and-grading-of-mucosal-ulcers-in-different-capsule-endoscopy-types
#5
JOURNAL ARTICLE
Tom Kratter, Noam Shapira, Yarden Lev, Or Mauda, Yehonatan Moshkovitz, Roni Shitrit, Shani Konyo, Offir Ukashi, Lior Dar, Oranit Shlomi, Ahmad Albshesh, Shelly Soffer, Eyal Klang, Shomron Ben Horin, Rami Eliakim, Uri Kopylov, Reuma Margalit Yehuda
BACKGROUND AND AIMS: The aim of our study was to create an accurate patient-level combined algorithm for the identification of ulcers on CE images from two different capsules. METHODS: We retrospectively collected CE images from PillCam-SB3's capsule and PillCam-Crohn's capsule. ML algorithms were trained to classify small bowel CE images into either normal or ulcerated mucosa: a separate model for each capsule type, a cross-domain model (training the model on one capsule type and testing on the other), and a combined model...
October 14, 2022: Diagnostics
https://read.qxmd.com/read/36043548/efficacy-safety-profile-of-the-videocapsule-endoscopy-in-the-study-of-the-small-bowel-experience-over-100-consecutive-procedures
#6
JOURNAL ARTICLE
Guillermo Otoya Moreno, Josué Aliaga Ramos, Ález Jáuregui Villafuerte
Video capsule endoscopy (VCE) is currently considered the first-line study in the evaluation of the small bowel (SB). Retrospective study including consecutive patients from 2010 to 2021 in two referral endoscopic centers in Peru, who underwent VCE. Inclusion criteria were patients with middle gastrointestinal bleeding, chronic diarrhea and unexplained chronic abdominal pain (endoscopic studies prior to VCE: normal). We mainly used Pillcam SB VCE (Given Imaging, Israel) SB2 and SB3 generations.
August 31, 2022: Revista Española de Enfermedades Digestivas
https://read.qxmd.com/read/35898830/diagnostic-yield-of-proximal-jejunal-lesions-with-third-generation-capsule-endoscopy
#7
JOURNAL ARTICLE
Issei Hirata, Akiyoshi Tsuboi, Shiro Oka, Akihiko Sumioka, Sumio Iio, Yuichi Hiyama, Takahiro Kotachi, Ryo Yuge, Ryohei Hayashi, Yuji Urabe, Shinji Tanaka
OBJECTIVES: Capsule endoscopy (CE) has been shown to have poor diagnostic performance when the capsule passes quickly through the small bowel, especially the proximal jejunum. This study aimed to evaluate the diagnostic yield of proximal jejunal lesions with third-generation CE technology. METHODS: We retrospectively examined 138 consecutive patients, 76 (55.0%) of whom were men. The patients' median age was 70 years, and proximal jejunal lesions were detected by CE and/or double-balloon endoscopy at Hiroshima University Hospital between January 2011 and June 2021...
April 2023: DEN Open
https://read.qxmd.com/read/35833906/which-model-of-small-bowel-capsule-endoscopy-has-a-better-diagnostic-yield-a-systematic-review-and-meta-analysis
#8
REVIEW
G Blanco-Velasco, O V Hernández-Mondragón, O M Sol And Oacute Rzano-Pineda, L F García-Contreras, C Martínez-Camacho, E E Murcio-Pérez
Background and study aims: Small-bowel capsule endoscopy (SBCE) is a safe and efficient method for diagnosis of small-bowel diseases. Since its development, different models have appeared. The aim of this study was to analyze which of the different models of SBCE has the best diagnostic yield. Patients and methods: Extensive medical literature research was reviewed, using MESH terms, searching studies comparing different SBCE types. We analyzed the diagnostic yield of all the comparisons and when there were 2 or more studies that compared the same model of SBCEs, a meta-analysis was performed...
June 30, 2022: Acta Gastro-enterologica Belgica
https://read.qxmd.com/read/35038118/automated-detection-of-ulcers-and-erosions-in-capsule-endoscopy-images-using-a-convolutional-neural-network
#9
JOURNAL ARTICLE
João Afonso, Miguel Mascarenhas Saraiva, J P S Ferreira, Hélder Cardoso, Tiago Ribeiro, Patrícia Andrade, Marco Parente, Renato N Jorge, Guilherme Macedo
Capsule endoscopy (CE) is an important tool in the management of patients with known or suspected inflammatory bowel disease. Ulcers and erosions of the enteric mucosa are prevalent findings in these patients. They frequently occur together, and their identification in CE is crucial for an accurate evaluation of disease severity. Nevertheless, reviewing CE images is a time-consuming task, and the risk of overlooking lesions is significant.Over the last decade, artificial intelligence (AI) has emerged as a means for overcoming these pitfalls...
March 2022: Medical & Biological Engineering & Computing
https://read.qxmd.com/read/33011721/comparison-in-the-diagnostic-yield-between-pillcam-sb3-capsule-endoscopy-and-omom-smart-capsule-2-in-small-bowel-bleeding-a-randomized-head-to-head-study
#10
RANDOMIZED CONTROLLED TRIAL
Gerardo Blanco-Velasco, Raúl Antonio Zamarripa-Mottú, Omar Michel Solórzano-Pineda, Miguel Mascarenhas-Saraiva, Juan Manuel Blancas-Valencia, Oscar Victor Hernández-Mondragón
INTRODUCTION: Capsule endoscopy (CE) is the first-line tool for diagnosis of small bowel bleeding. There are some studies that have compared different types of CE. OMOM CE is one of the newest in the market and has not been compared with other types of CE. The objective of this study was to compare the diagnostic yield of the Pillcam SB3 and OMOM CE in small bowel bleeding. MATERIALS AND METHODS: This is a prospective, comparative, randomized, and blinded study...
2021: Digestive Diseases
https://read.qxmd.com/read/31999379/elevated-fecal-calprotectin-and-lactoferrin-associated-with-small-intestinal-lesions-in-patients-with-beh%C3%A3-et-disease
#11
JOURNAL ARTICLE
Mari Hayashida, Jun Miyoshi, Tatsuya Mitsui, Miki Miura, Daisuke Saito, Akihito Sakuraba, Soko Kawashima, Noriko Ikegaya, Kazuhito Fukuoka, Miho Karube, Yoshinori Komagata, Shinya Kaname, Annabelle A Okada, Shunji Fujimori, Minoru Matsuura, Tadakazu Hisamatsu
BACKGROUND AND AIMS: Small intestinal lesions in patients with Behçet disease (BD) have a risk of perforation and hemorrhage requiring surgery. However, no screening strategy for such lesions has been established. We investigated small intestinal lesions in BD patients with video capsule endoscopy (VCE) and analyzed clinical characteristics to identify noninvasive biomarkers of such lesions. METHODS: This study included 33 BD patients who underwent VCE (PillCam® SB3) at our institution from June 2016 to January 2019...
August 2020: Journal of Gastroenterology and Hepatology
https://read.qxmd.com/read/31680344/small-bowel-capsule-endoscopy-in-patients-with-celiac-disease-axial-versus-lateral-panoramic-view-results-from-a-prospective-randomized-trial
#12
RANDOMIZED CONTROLLED TRIAL
Federica Branchi, Francesca Ferretti, Stefania Orlando, Gian Eugenio Tontini, Roberto Penagini, Maurizio Vecchi, Luca Elli
BACKGROUND AND AIM: Capsule enteroscopy (CE) is recommended in the management of complicated celiac disease (CD). However, published data are derived from axial-view capsule systems. No data are available on the use of lateral/panoramic view capsules. This study aimed at evaluating the diagnostic yield and efficacy of the lateral/panoramic versus the axial view capsule system in CD. METHODS: Consecutive CD patients were enrolled in a prospective monocentric study...
July 2020: Digestive Endoscopy: Official Journal of the Japan Gastroenterological Endoscopy Society
https://read.qxmd.com/read/31000460/pillcam-sb3-vs-pillcam-sb2-can-technologic-advances-in-capsule-endoscopy-improve-diagnostic-yield-in-patients-with-small-bowel-bleeding
#13
COMPARATIVE STUDY
G Blanco-Velasco, O M Solórzano-Pineda, C Mendoza-Segura, O Hernández-Mondragón
INTRODUCTION AND OBJECTIVE: The SB3 capsule endoscopy system has better image resolution and the capacity to increase the number of images from 2 to 6 frames per second. Small bowel bleeding is the most common indication. The aim To determine if the advances in capsule endoscopy technology increase diagnostic yield in cases of small bowel bleeding, according to the Saurin classification. MATERIAL AND METHODS: A retrospective, observational, analytic, cross-sectional study included 100 SB2 capsule endoscopies and 100 SB3 capsule endoscopies in patients that presented with small bowel bleeding...
October 2019: Revista de Gastroenterología de México
https://read.qxmd.com/read/30818850/the-spectrum-of-small-intestinal-lesions-in-patients-with-unexplained-iron-deficiency-anemia-detected-by-video-capsule-endoscopy
#14
JOURNAL ARTICLE
Antonella Contaldo, Giuseppe Losurdo, Francesca Albano, Andrea Iannone, Michele Barone, Enzo Ierardi, Alfredo Di Leo, Mariabeatrice Principi
Background and objectives : Video-capsule endoscopy (VCE) has shown a large range (38⁻83%) of diagnostic yield in unexplained iron deficiency anemia (IDA) and obscure-occult bleeding. Therefore, we retrospectively investigated the VCE-detected spectrum and the prevalence of small bowel injuries and associated risk factors in inpatients with both of the above reported conditions. Methods : We selected inpatients with IDA (hemoglobin <12 g/dL in women, <13 g/dL in men) and obscure-occult bleeding. We excluded VCE indications other than IDA...
February 27, 2019: Medicina
https://read.qxmd.com/read/30788031/no-significant-difference-in-clinically-relevant-findings-between-pillcam-%C3%A2-sb3-and-pillcam-%C3%A2-sb2-capsules-in-a-united-states-veteran-population
#15
JOURNAL ARTICLE
Tyler D Aasen, David Wilhoite, Aynur Rahman, Kalpit Devani, Mark Young, James Swenson
BACKGROUND: Capsule endoscopy (CE) allows for a non-invasive small bowel evaluation for a wide range of gastrointestinal (GI) symptoms and diseases. Capsule technology has been rapidly advancing over recent years, often improving image frequency and quality. The Pillcam® SB3 (SB3) capsule is one such technology that offers an adaptive frame rate advantage over the previous versions of the capsule the Pillcam® SB2 (SB2). Some have proposed that this improvement in capsule technology may lead to increased diagnostic yields; however, real world clinical data is currently lacking...
February 16, 2019: World Journal of Gastrointestinal Endoscopy
https://read.qxmd.com/read/30656743/capsule-endoscopy-for-small-intestinal-disorders-current-status
#16
REVIEW
Naoki Hosoe, Kaoru Takabayashi, Haruhiko Ogata, Takanori Kanai
Small-bowel capsule endoscopy (SBCE) is used widely because of its non-invasive and patient-friendly nature. SBCE can visualize entire small-intestinal mucosa and facilitate detection of small-intestinal abnormalities. In this review article, we focus on the current status of SBCE. Several platforms for SBCE are available worldwide. Third-generation SBCE (PillCam® SB3) has a high-resolution camera equipped with an adaptive frame rate system. Several software modes have been developed to reduce the reading time for capsule endoscopy and to minimize the possibility of missing lesions...
September 2019: Digestive Endoscopy: Official Journal of the Japan Gastroenterological Endoscopy Society
https://read.qxmd.com/read/30300988/mucosal-changes-in-the-small-intestines-in-portal-hypertension-first-study-using-the-pillcam-sb3-capsule-endoscopy-system
#17
JOURNAL ARTICLE
Mahesh Kumar Goenka, Bhavik Bharat Shah, Vijay Kumar Rai, Surabhi Jajodia, Usha Goenka
BACKGROUND/AIMS: To evaluate patients with portal hypertension (PH) of varied etiologies for portal hypertensive enteropathy (PHE) using the PillCam SB3 capsule endoscopy (CE) system. METHODS: Consecutive patients with PH presenting with unexplained anemia and/or occult gastrointestinal bleeding were evaluated using the PillCam SB3 CE system. Abnormal findings were categorized as vascular or non-vascular. The patients with ongoing bleeding caused by PHE were treated...
November 2018: Clinical Endoscopy
https://read.qxmd.com/read/29997649/diagnostic-benefit-of-simultaneous-capsule-endoscopy-using-two-different-systems
#18
JOURNAL ARTICLE
Seung Han Kim, Hyuk Soon Choi, Hoon Jai Chun, Eun Sun Kim, Bora Keum, Yeon Seok Seo, Yoon Tae Jeen, Hong Sik Lee, Soon Ho Um, Chang Duck Kim
Background/Aims: Capsule endoscopy (CE) is a noninvasive test for diagnosing small bowel disorders. However, several studies reported that the CE-based visualization is suboptimal. This study, the first to use two CEs simultaneously, aimed at evaluating the diagnostic ability of dual CE. Methods: Dual CE procedures were prospectively conducted. All patients completed bowel cleansing 2 hours before examination. Subsequently, they simultaneously swallowed two capsules: MiroCam (IntroMedic, Seoul, Korea) and PillCam SB3 (Medtronic, Minneapolis, USA)...
2018: Gastroenterology Research and Practice
https://read.qxmd.com/read/29868632/does-the-pillcam-sb3-capsule-endoscopy-system-improve-image-reading-efficiency-irrespective-of-experience-a-pilot-study
#19
JOURNAL ARTICLE
Teppei Omori, Toshifumi Hara, Sachiyo Sakasai, Harutaka Kambayashi, Shun Murasugi, Ayumi Ito, Shinichi Nakamura, Katsutoshi Tokushige
BACKGROUND AND STUDY AIMS:  The aim of this study was tp compare the diagnostic efficiency of the PillCam SB3 capsule endoscopy (CE) system with the older system, PillCam SB2, taking into consideration the experience of the image reader. PATIENTS AND METHODS:  Small intestinal CE was conducted on 64 patients around May 2014 when the SB3 was introduced in our hospital. Data obtained from 20 patients (SB2: 10 and SB3: 10) based on transit time were assessed by junior (experience: 20 images), intermediate (> 50), and expert readers (> 600)...
June 2018: Endoscopy International Open
https://read.qxmd.com/read/29399619/novel-experimental-and-software-methods-for-image-reconstruction-and-localization-in-capsule-endoscopy
#20
JOURNAL ARTICLE
Anastasios Koulaouzidis, Dimitris K Iakovidis, Diana E Yung, Evangelos Mazomenos, Federico Bianchi, Alexandros Karagyris, George Dimas, Danail Stoyanov, Henrik Thorlacius, Ervin Toth, Gastone Ciuti
BACKGROUND AND STUDY AIMS: Capsule endoscopy (CE) is invaluable for minimally invasive endoscopy of the gastrointestinal tract; however, several technological limitations remain including lack of reliable lesion localization. We present an approach to 3D reconstruction and localization using visual information from 2D CE images. PATIENTS AND METHODS: Colored thumbtacks were secured in rows to the internal wall of a LifeLike bowel model. A PillCam SB3 was calibrated and navigated linearly through the lumen by a high-precision robotic arm...
February 2018: Endoscopy International Open
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