Gastrointestinal diagnosis using non-white light imaging capsule endoscopy

Capsule endoscopy (CE) has proved to be a powerful tool in the diagnosis and management of small bowel disorders since its introduction in 2001. However, white light imaging (WLI) is the principal technology used in clinical CE at present, and therefore, CE is limited to mucosal inspection, with diagnosis remaining reliant on visible manifestations of disease. The introduction of WLI CE has motivated a wide range of research to improve its diagnostic capabilities through integration with other sensing modalities. These developments have the potential to overcome the limitations of WLI through enhanced detection of subtle mucosal microlesions and submucosal and/or transmural pathology, providing novel diagnostic avenues. Other research aims to utilize a range of sensors to measure physiological parameters or to discover new biomarkers to improve the sensitivity, specificity and thus the clinical utility of CE. This multidisciplinary Review summarizes research into non-WLI CE devices by organizing them into a taxonomic structure on the basis of their sensing modality. The potential of these capsules to realize clinically useful virtual biopsy and computer-aided diagnosis (CADx) is also reported.The introduction of white light imaging capsule endoscopy has motivated research to improve its diagnostic capabilities through integration with other sensing modalities. In this Review, the authors summarize studies on non-white light imaging devices, such as those using optical coherence tomography, ultrasonography or biophysical measurementsKey pointsWhite light imaging (WLI) remains the dominant diagnostic modality in capsule endoscopy after nearly two decades of clinical use.WLI technology limits diagnosis to the mucosal surface of the gut owing to the limited penetration depth of optical wavelengths beyond the tissue surface.In the past few years, there has been an increase in the application of non-WLI diagnostic imaging and sensing technologies to capsule endoscopy, some of which are at a more advanced stage of testing than others.Integrating specific diagnostic imaging technologies into capsule endoscopy devices enables submucosal imaging, improved differentiation between malignant and benign tissue and new avenues for investigating the aetiology of disease.Many of these capsules require further testing to determine their clinical efficacy fully owing to the small sample sizes of the reported studies.New diagnostic capsule designs will provide new opportunities for improved computer-aided diagnosis, virtual biopsy and capsule localization that could benefit clinical practice in the future.

[1]  H. Parkman,et al.  Wireless Capsule Motility: Comparison of the SmartPill® GI Monitoring System with Scintigraphy for Measuring Whole Gut Transit , 2009, Digestive Diseases and Sciences.

[2]  T. Schiano,et al.  High-resolution endoluminal sonography is a sensitive modality for the identification of Barrett's metaplasia. , 1997, Gastrointestinal endoscopy.

[3]  K. Chayama,et al.  Computer-aided system for predicting the histology of colorectal tumors by using narrow-band imaging magnifying colonoscopy (with video). , 2012, Gastrointestinal endoscopy.

[4]  K. Okamoto,et al.  Principle and clinical usefulness of the infrared fluorescence endoscopy , 2004, The Second Asian and Pacific Rim Symposium on Biophotonics, 2004. APBP 2004..

[5]  Comparison between Capsule Endoscopy and Magnetic Resonance Enterography for the Detection of Polyps of the Small Intestine in Patients with Familial Adenomatous Polyposis , 2012, Gastroenterology research and practice.

[6]  Y. Niv Small-bowel mucosal healing assessment by capsule endoscopy as a predictor of long-term clinical remission in patients with Crohn’s disease: a systematic review and meta-analysis , 2017, European journal of gastroenterology & hepatology.

[7]  Hongying Liu,et al.  A Smart Capsule System for Automated Detection of Intestinal Bleeding Using HSL Color Recognition , 2016, PloS one.

[8]  Ralf Kiesslich,et al.  A guide to multimodal endoscopy imaging for gastrointestinal malignancy — an early indicator , 2017, Nature Reviews Gastroenterology &Hepatology.

[9]  G. Gelikonov,et al.  Endoscopic OCT with forward‐looking probe: clinical studies in urology and gastroenterology , 2008, Journal of biophotonics.

[10]  J. Bai,et al.  Literature Review of Gastrointestinal Physiology in the Elderly, in Pediatric Patients, and in Patients with Gastrointestinal Diseases. , 2016, Journal of pharmaceutical sciences.

[11]  Kunio Doi,et al.  Computer-aided diagnosis in medical imaging: Historical review, current status and future potential , 2007, Comput. Medical Imaging Graph..

[12]  Pengbo Li,et al.  Design of a Wireless Medical Capsule for Measuring the Contact Pressure Between a Capsule and the Small Intestine. , 2017, Journal of biomechanical engineering.

[13]  Jin-Ho Cho,et al.  Small intestinal model for electrically propelled capsule endoscopy , 2011, Biomedical engineering online.

[14]  N. Muguruma,et al.  Basic study of an agent for reinforcement of near-infrared fluorescence on tumor tissue. , 2003, Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver.

[15]  T. Nowak A global perspective on capsule endoscopy. , 2017, Annals of translational medicine.

[16]  Mireille Rosenberg,et al.  Clinical Translation of Tethered Confocal Microscopy Capsule for Unsedated Diagnosis of Eosinophilic Esophagitis , 2018, Scientific Reports.

[17]  M. Hünerbein,et al.  Impact of miniprobe ultrasonography on planning of minimally invasive surgery for gastric and colonic tumors , 2004, Surgical Endoscopy And Other Interventional Techniques.

[18]  Ananya Das,et al.  Comparison of the Yield and Miss Rate of Narrow Band Imaging and White Light Endoscopy in Patients Undergoing Screening or Surveillance Colonoscopy: A Meta-Analysis , 2012, The American Journal of Gastroenterology.

[19]  Robert Langer,et al.  Ultrahigh speed en face OCT capsule for endoscopic imaging. , 2015, Biomedical optics express.

[20]  J. Deutsch The optical biopsy of small gastric lesions. , 2014, Gastrointestinal endoscopy.

[21]  J. Fujimoto,et al.  Endoscopic optical coherence tomography , 1996, Conference Proceedings LEOS'96 9th Annual Meeting IEEE Lasers and Electro-Optics Society.

[22]  W. Stremmel,et al.  First clinical trial of a newly developed capsule endoscope with panoramic side view for small bowel: A pilot study , 2013, Journal of gastroenterology and hepatology.

[23]  Victor X D Yang,et al.  Endoscopic Doppler optical coherence tomography in the human GI tract: initial experience. , 2005, Gastrointestinal endoscopy.

[24]  Anastasios Koulaouzidis,et al.  Automatic lesion detection in wireless capsule endoscopy — A simple solution for a complex problem , 2014, 2014 IEEE International Conference on Image Processing (ICIP).

[25]  Braden Kuo,et al.  Investigation of colonic and whole-gut transit with wireless motility capsule and radiopaque markers in constipation. , 2009, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[26]  Hsuan-Ting Chang,et al.  Computer-aided diagnosis for identifying and delineating early gastric cancers in magnifying narrow-band imaging. , 2017, Gastrointestinal endoscopy.

[27]  Perry J. Pickhardt,et al.  Radiographic capsule-based system for non-cathartic colorectal cancer screening , 2016, Abdominal Radiology.

[28]  P Augustijns,et al.  Postprandial evolution in composition and characteristics of human duodenal fluids in different nutritional states. , 2009, Journal of pharmaceutical sciences.

[29]  Mao Li,et al.  A Cubic 3-Axis Magnetic Sensor Array for Wirelessly Tracking Magnet Position and Orientation , 2010, IEEE Sensors Journal.

[30]  M. Wallace,et al.  Clinical utility and interobserver agreement of autofluorescence imaging and magnification narrow-band imaging for the evaluation of Barrett's esophagus: a prospective tandem study. , 2013, Gastrointestinal endoscopy.

[31]  Koichi Okamoto,et al.  A new infrared fluorescent-labeling agent and labeled antibody for diagnosing microcancers. , 2003, Bioorganic & medicinal chemistry.

[32]  M. Desmulliez,et al.  Translational trial outcomes for capsule endoscopy test devices , 2017, 2017 IEEE International Ultrasonics Symposium (IUS).

[33]  Gregory Zuccaro,et al.  In vivo colonoscopic optical coherence tomography for transmural inflammation in inflammatory bowel disease. , 2004, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[34]  Anastasios Koulaouzidis,et al.  Detection of the ampulla of Vater in small bowel capsule endoscopy: Experience with two different systems , 2012, Journal of digestive diseases.

[35]  M. Koukourakis,et al.  Mean platelet volume: a useful marker of inflammatory bowel disease activity , 2001, American Journal of Gastroenterology.

[36]  Varun P. Gopi,et al.  A new method for ulcer detection in endoscopic images , 2015, 2015 2nd International Conference on Electronics and Communication Systems (ICECS).

[37]  C. Streutker,et al.  Coeliac disease: an update for pathologists , 2006, Journal of Clinical Pathology.

[38]  A. Uhl,et al.  Computer-Aided Decision Support Systems for Endoscopy in the Gastrointestinal Tract: A Review , 2011, IEEE Reviews in Biomedical Engineering.

[39]  C. Liatsos,et al.  A study comparing an endoscopy nurse and an endoscopy physician in capsule endoscopy interpretation , 2011, European journal of gastroenterology & hepatology.

[40]  W. Chey,et al.  Comparison of gastric emptying of a nondigestible capsule to a radio‐labelled meal in healthy and gastroparetic subjects , 2007, Alimentary pharmacology & therapeutics.

[41]  Carlos S. Lima,et al.  Automatic detection of small bowel tumors in capsule endoscopy based on color curvelet covariance statistical texture descriptors , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[42]  Karen Twomey,et al.  Characterization of the Electrochemical Behavior of Gastrointestinal Fluids Using a Multielectrode Sensor Probe , 2011, IEEE Transactions on Biomedical Engineering.

[43]  Jos L. Campbell,et al.  A human pilot trial of ingestible electronic capsules capable of sensing different gases in the gut , 2018 .

[44]  A. Hara,et al.  A Meta-Analysis of the Yield of Capsule Endoscopy Compared to Other Diagnostic Modalities in Patients with Obscure Gastrointestinal Bleeding , 2005, The American Journal of Gastroenterology.

[45]  G. O’Grady,et al.  Mapping and modeling gastrointestinal bioelectricity: from engineering bench to bedside. , 2013, Physiology.

[46]  J. Saurin,et al.  Prospective randomized comparison between axial- and lateral-viewing capsule endoscopy systems in patients with obscure digestive bleeding , 2013, Endoscopy.

[47]  Corinne A Tipker,et al.  CT colonography at different radiation dose levels: feasibility of dose reduction. , 2002, Radiology.

[48]  Nikolaos G. Bourbakis,et al.  Detection of Small Bowel Polyps and Ulcers in Wireless Capsule Endoscopy Videos , 2011, IEEE Transactions on Biomedical Engineering.

[49]  D. Faigel,et al.  ICCE consensus for esophageal capsule endoscopy. , 2005, Endoscopy.

[50]  Khoa Tran,et al.  Evaluation of regional and whole gut motility using the wireless motility capsule: relevance in clinical practice , 2012, Therapeutic advances in gastroenterology.

[51]  S. Kudo,et al.  Computer-aided diagnosis for colonoscopy , 2017, Endoscopy.

[52]  Patrycja Nowak-Sliwinska,et al.  Indocyanine green as a prospective sensitizer for photodynamic therapy of melanomas. , 2002, Acta biochimica Polonica.

[53]  Khan A. Wahid,et al.  Automated Bleeding Detection in Capsule Endoscopy Videos Using Statistical Features and Region Growing , 2014, Journal of Medical Systems.

[54]  A. Kaffes,et al.  Clinical outcomes after double-balloon enteroscopy in patients with obscure GI bleeding and a positive capsule endoscopy. , 2007, Gastrointestinal endoscopy.

[55]  P. Dario,et al.  Capsule Endoscopy: From Current Achievements to Open Challenges , 2011, IEEE Reviews in Biomedical Engineering.

[56]  W. Chey,et al.  Heightened colon motor activity measured by a wireless capsule in patients with constipation: relation to colon transit and IBS. , 2009, American journal of physiology. Gastrointestinal and liver physiology.

[57]  Mario Prost System , 2019, Concepts for International Law.

[58]  Sandy Cochran,et al.  Ultrasound capsule endoscopy: sounding out the future. , 2017, Annals of translational medicine.

[59]  Jin-Ho Cho,et al.  Pressure Monitoring System in Gastro-Intestinal Tract , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[60]  J. Watari,et al.  Back-to-Back Comparison of Auto-Fluorescence Imaging (AFI) Versus High Resolution White Light Colonoscopy for Adenoma Detection , 2012, BMC Gastroenterology.

[61]  S. Laurberg,et al.  Gastric transit and small intestinal transit time and motility assessed by a magnet tracking system , 2011, BMC gastroenterology.

[62]  Guang-Zhong Yang,et al.  Position paper: The potential role of optical biopsy in the study and diagnosis of environmental enteric dysfunction , 2017, Nature Reviews Gastroenterology & Hepatology.

[63]  Peter J Kahrilas,et al.  AGA technical review on the clinical use of esophageal manometry. , 2005, Gastroenterology.

[64]  Pietro Valdastri,et al.  Enhanced real-time pose estimation for closed-loop robotic manipulation of magnetically actuated capsule endoscopes , 2018, Int. J. Robotics Res..

[65]  H. Tajiri,et al.  Colon capsule endoscopy: European Society of Gastrointestinal Endoscopy (ESGE) Guideline , 2012, Endoscopy.

[66]  Anne-Fré Swager,et al.  Automated segmentation and characterization of esophageal wall in vivo by tethered capsule optical coherence tomography endomicroscopy. , 2016, Biomedical optics express.

[67]  Helmut Neumann,et al.  Extensive small-bowel Crohn’s disease detected by the newly introduced 360° panoramic viewing capsule endoscopy system , 2014, Endoscopy.

[68]  Hiroshi Mashimo,et al.  Endoscopic Optical Coherence Tomography for Clinical Gastroenterology , 2014, Diagnostics.

[69]  Guozheng Yan,et al.  Detection of small bowel tumor based on multi-scale curvelet analysis and fractal technology in capsule endoscopy , 2016, Comput. Biol. Medicine.

[70]  Marc O Schurr,et al.  Telemetric real-time sensor for the detection of acute upper gastrointestinal bleeding. , 2016, Biosensors & bioelectronics.

[71]  Toshio Watanabe,et al.  Clinical Utility of Capsule Endoscopy and Double-Balloon Enteroscopy in the Management of Obscure Gastrointestinal Bleeding , 2018, Digestion.

[72]  J. Fallingborg,et al.  Small Intestinal Transit Time and Intraluminal pH in Ileocecal Resected Patients with Crohn's Disease , 1998, Digestive Diseases and Sciences.

[73]  D. Morgan,et al.  Biochromoendoscopy: molecular imaging with capsule endoscopy for detection of adenomas of the GI tract. , 2008, Gastrointestinal endoscopy.

[74]  K. Mysore,et al.  Diagnostic Utility of Wireless Motility Capsule in Gastrointestinal Dysmotility , 2011, Journal of clinical gastroenterology.

[75]  R. Penland,et al.  Novel Orally Swallowable IntelliCap® Device to Quantify Regional Drug Absorption in Human GI Tract Using Diltiazem as Model Drug , 2014, AAPS PharmSciTech.

[76]  J. Hochman,et al.  Tolerance and Reliability of Wireless pH Monitoring in Children , 2005, Journal of pediatric gastroenterology and nutrition.

[77]  J. Mclaughlin,et al.  Review article: the assessment and management of chronic severe gastrointestinal dysmotility in adults , 2013, Alimentary pharmacology & therapeutics.

[78]  T. Okumura,et al.  The efficacy of autofluorescence imaging in the diagnosis of colorectal diseases , 2016, Clinical Journal of Gastroenterology.

[79]  N. Nguyen,et al.  Current application of confocal endomicroscopy in gastrointestinal disorders , 2008, Journal of gastroenterology and hepatology.

[80]  Gerard Cummins,et al.  In-Vivo Evaluation of Microultrasound and Thermometric Capsule Endoscopes , 2019, IEEE Transactions on Biomedical Engineering.

[81]  Hisao Tajiri,et al.  Video Capsule Endoscopy: A Reference Guide and Atlas , 2014 .

[82]  Tomoyuki Koike,et al.  Optical coherence tomography for the staging of tumor infiltration in superficial esophageal squamous cell carcinoma. , 2010, Gastrointestinal endoscopy.

[83]  G. Iddan,et al.  Wireless capsule endoscopy , 2003, Gut.

[84]  Tao Gan,et al.  A feasibility trial of computer-aided diagnosis for enteric lesions in capsule endoscopy. , 2008, World journal of gastroenterology.

[85]  Dimitris K. Iakovidis,et al.  An artificial neural network architecture for non-parametric visual odometry in wireless capsule endoscopy , 2017 .

[86]  L. A. Christensen,et al.  Very low intraluminal colonic pH in patients with active ulcerative colitis , 1993, Digestive Diseases and Sciences.

[87]  S. Okamura,et al.  Labeled carcinoembryonic antigen antibodies excitable by infrared rays: a novel diagnostic method for micro cancers in the digestive tract. , 1999, Internal medicine.

[88]  C. K. Yao,et al.  Potential of in vivo real-time gastric gas profiling: a pilot evaluation of heat-stress and modulating dietary cinnamon effect in an animal model , 2016, Scientific Reports.

[89]  Michael Smirnov,et al.  An x-ray-based capsule for colorectal cancer screening incorporating single photon counting technology , 2017, Medical Imaging.

[90]  E. Bass,et al.  Wireless Motility Capsule Versus Other Diagnostic Technologies for Evaluating Gastroparesis and Constipation: Future Research Needs , 2013 .

[91]  T. Ogihara,et al.  Autofluorescence imaging endoscopy for identification and assessment of inflammatory ulcerative colitis. , 2011, World journal of gastroenterology.

[92]  Brian W. Anthony,et al.  Towards wireless capsule endoscopic ultrasound (WCEU) , 2014, 2014 IEEE International Ultrasonics Symposium.

[93]  V. Seetohul,et al.  Microultraound and small bowel inflammation: Tissue phantom studies , 2015, 2015 IEEE International Ultrasonics Symposium (IUS).

[94]  D. Cumming,et al.  Wireless fluorescence capsule for endoscopy using single photon-based detection , 2015, Scientific Reports.

[95]  Michalina J Gora,et al.  Endoscopic optical coherence tomography: technologies and clinical applications [Invited]. , 2017, Biomedical optics express.

[96]  Y. Murata,et al.  Small ultrasonic probes for determination of the depth of superficial esophageal cancer. , 1996, Gastrointestinal endoscopy.

[97]  R. Saad The Wireless Motility Capsule: a One-Stop Shop for the Evaluation of GI Motility Disorders , 2016, Current Gastroenterology Reports.

[98]  Emanuele Rondonotti,et al.  Small-bowel capsule endoscopy and device-assisted enteroscopy for diagnosis and treatment of small-bowel disorders: European Society of Gastrointestinal Endoscopy (ESGE) Clinical Guideline , 2015, Endoscopy.

[99]  P. Hindryckx,et al.  Small bowel capsule endoscopy: Where are we after almost 15 years of use? , 2015, World journal of gastrointestinal endoscopy.

[100]  Y. Momozawa,et al.  Characterization of Bacteria in Biopsies of Colon and Stools by High Throughput Sequencing of the V2 Region of Bacterial 16S rRNA Gene in Human , 2011, PloS one.

[101]  Holly S. Lay,et al.  Design and Simulation of a Ring-Shaped Linear Array for Microultrasound Capsule Endoscopy , 2018, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[102]  David Armstrong,et al.  Clinical Practice Guidelines for the Use of Video Capsule Endoscopy. , 2017, Gastroenterology.

[103]  Zheng Lou,et al.  Detection and miss rates of autofluorescence imaging of adenomatous and polypoid lesions during colonoscopy: a systematic review and meta-analysis , 2015, Endoscopy International Open.

[104]  Yukako Yagi,et al.  Optical endomicroscopy and the road to real-time, in vivo pathology: present and future , 2012, Diagnostic Pathology.

[105]  P. Consolo,et al.  Optical Coherence Tomography in Inflammatory Bowel Disease: Prospective Evaluation of 35 Patients , 2008, Diseases of the colon and rectum.

[106]  B. Wilson,et al.  In Vivo Fluorescence Spectroscopy and Imaging for Oncological Applications , 1998, Photochemistry and photobiology.

[107]  N. Talley,et al.  Functional gastrointestinal disorders as a public health problem , 2008, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

[108]  Melanie Zimmermann,et al.  Volunteer Case Series of a New Telemetric Sensor for Blood Detection in the Upper Gastrointestinal Tract: The HemoPill , 2016, Digestive Diseases and Sciences.

[109]  Shoichi Saito,et al.  Efficacy of a novel auto-fluorescence imaging system with computer-assisted color analysis for assessment of colorectal lesions. , 2013, World journal of gastroenterology.

[110]  L. Miller,et al.  Comparison of the diagnostic yield and outcomes between standard 8 h capsule endoscopy and the new 12 h capsule endoscopy for investigating small bowel pathology. , 2015, World journal of gastroenterology.

[111]  Thomas Bernatik,et al.  Diagnostics in inflammatory bowel disease: ultrasound. , 2011, World journal of gastroenterology.

[112]  William L Hasler,et al.  A technical review and clinical assessment of the wireless motility capsule. , 2011, Gastroenterology & hepatology.

[113]  Arianna Menciassi,et al.  Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks , 2018, J. Medical Robotics Res..

[114]  Tai-Hsi Wu,et al.  Bleeding and Ulcer Detection Using Wireless Capsule Endoscopy Images , 2014 .

[115]  R. Steele,et al.  Guidelines for colorectal cancer screening and surveillance in moderate and high risk groups (update from 2002) , 2010, Gut.

[116]  Thomas Rösch,et al.  A novel prepless X-ray imaging capsule for colon cancer screening , 2015, Gut.

[117]  P. Mcnally Chapter 72 – Endoscopic Ultrasound , 2010 .

[118]  Vadim Backman,et al.  Colonoscopy and optical biopsy: bridging technological advances to clinical practice. , 2011, Gastroenterology.

[119]  Karen Twomey,et al.  Development of a wireless swallowable capsule with potentiostatic electrochemical sensor for gastrointestinal track investigation , 2015 .

[120]  D. Sanders,et al.  Diagnosis and management of adult coeliac disease: guidelines from the British Society of Gastroenterology , 2014, Gut.

[121]  E. Olcott,et al.  Capsule ultrasound device: Further developments , 2016, 2016 IEEE International Ultrasonics Symposium (IUS).

[122]  Michael D Poscente,et al.  Enhanced electrogastrography: A realistic way to salvage a promise that was never kept? , 2017, World journal of gastroenterology.

[123]  Kazufumi Kaneda,et al.  Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using CNN Features , 2016, ArXiv.

[124]  S. Cross,et al.  Endoscopic ultrasound miniprobe staging of colorectal cancer: can management be modified? , 2005, Endoscopy.

[125]  Khan A. Wahid,et al.  Performance assessment of a bleeding detection algorithm for endoscopic video based on classifier fusion method and exhaustive feature selection , 2018, Biomed. Signal Process. Control..

[126]  M. Wolin Fermentation in the rumen and human large intestine. , 1981, Science.

[127]  E. Bass,et al.  Wireless Motility Capsule Versus Other Diagnostic Technologies for Evaluating Gastroparesis and Constipation: A Comparative Effectiveness Review , 2013 .

[128]  Max Q.-H. Meng,et al.  Using ensemble classifier for small bowel ulcer detection in wireless capsule endoscopy images , 2009, 2009 IEEE International Conference on Robotics and Biomimetics (ROBIO).

[129]  R. Sidhu,et al.  Capsule endoscopy: 10 years on and in the frontline , 2010, Frontline Gastroenterology.

[130]  C. Hassan,et al.  Accuracy of First- and Second-Generation Colon Capsules in Endoscopic Detection of Colorectal Polyps: A Systematic Review and Meta-analysis. , 2016, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[131]  Anastasios Koulaouzidis,et al.  Chromoendoscopy, Narrow-Band Imaging or White Light Endoscopy for Neoplasia Detection in Inflammatory Bowel Diseases , 2017, Digestive Diseases and Sciences.

[132]  C. Doglioni,et al.  Optical coherence tomography in pediatric patients: a feasible technique for diagnosing celiac disease in children with villous atrophy. , 2009, Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver.

[133]  S. Ng,et al.  Multicenter randomised controlled trial comparing the high definition white light endoscopy and the bright narrow band imaging for colon polyps , 2017, World journal of gastrointestinal endoscopy.

[134]  Qifa Zhou,et al.  Development of a Mechanical Scanning Device With High-Frequency Ultrasound Transducer for Ultrasonic Capsule Endoscopy , 2017, IEEE Transactions on Medical Imaging.

[135]  A Arshak,et al.  Review of the potential of a wireless MEMS and TFT microsystems for the measurement of pressure in the GI tract. , 2005, Medical engineering & physics.

[136]  A. Farmer,et al.  Caecal pH is a biomarker of excessive colonic fermentation. , 2014, World journal of gastroenterology.

[137]  Sergey V Kantsevoy,et al.  Performance characteristics of the suspected blood indicator feature in capsule endoscopy according to indication for study. , 2008, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[138]  M. Pioche,et al.  Myotomie endoscopique pour achalasie: un geste efficace et sûr? , 2014 .

[139]  James Church,et al.  The Utility of Capsule Endoscopy Small Bowel Surveillance in Patients with Polyposis , 2005, The American Journal of Gastroenterology.

[140]  Khan A. Wahid,et al.  White and narrow band image compressor based on a new color space for capsule endoscopy , 2014, Signal Process. Image Commun..

[141]  J. Kjeldsen,et al.  Diagnostic accuracy of capsule endoscopy for small bowel Crohn's disease is superior to that of MR enterography or CT enterography. , 2011, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[142]  Afaz Uddin Ahmed,et al.  Localization of Wireless Capsule Endoscope: A Systematic Review , 2017, IEEE Sensors Journal.

[143]  R. Westervelt,et al.  Swallowable fluorometric capsule for wireless triage of gastrointestinal bleeding. , 2015, Lab on a chip.

[144]  S. Cross,et al.  Patchy villous atrophy in adult patients with suspected gluten-sensitive enteropathy: is a multiple duodenal biopsy strategy appropriate? , 2007, Endoscopy.

[145]  H. Frijlink,et al.  Gastrointestinal pH and Transit Time Profiling in Healthy Volunteers Using the IntelliCap System Confirms Ileo-Colonic Release of ColoPulse Tablets , 2015, PloS one.

[146]  M. Wallace,et al.  Advanced imaging technologies increase detection of dysplasia and neoplasia in patients with Barrett's esophagus: a meta-analysis and systematic review. , 2013, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[147]  M. Patti,et al.  Evaluation of gastroesophageal reflux disease , 2018, Updates in Surgery.

[148]  B W Watson,et al.  An accurate, long-term, pH-sensitive radio pill for ingestion and implantation. , 1981, Biotelemetry and patient monitoring.

[149]  Amitabh Chak,et al.  Accuracy of endoscopic optical coherence tomography in the detection of dysplasia in Barrett's esophagus: a prospective, double-blinded study. , 2005, Gastrointestinal endoscopy.

[150]  Suzanne K. Lewis,et al.  Diagnosing celiac disease by video capsule endoscopy (VCE) when esophogastroduodenoscopy (EGD) and biopsy is unable to provide a diagnosis: a case series , 2012, BMC Gastroenterology.

[151]  E. Kuipers,et al.  Double balloon enteroscopy and capsule endoscopy for obscure gastrointestinal bleeding: An updated meta‐analysis , 2011, Journal of gastroenterology and hepatology.

[152]  L. Melton,et al.  Natural history of functional gastrointestinal disorders: a 12-year longitudinal population-based study. , 2007, Gastroenterology.

[153]  Fields of Application , 2014 .

[154]  S. Song,et al.  A Pilot Study of Sequential Capsule Endoscopy Using MiroCam and PillCam SB Devices with Different Transmission Technologies. , 2010, Gut and liver.

[155]  Brett E. Bouma,et al.  Tethered capsule endomicroscopy enables less-invasive imaging of gastrointestinal tract microstructure , 2012, Nature Medicine.

[156]  G. Guyatt,et al.  Grading quality of evidence and strength of recommendations , 2004, BMJ : British Medical Journal.

[157]  R. Kiesslich,et al.  Review article: in vivo imaging by endocytoscopy , 2011, Alimentary pharmacology & therapeutics.

[158]  M. Desmulliez,et al.  Luminally expressed gastrointestinal biomarkers , 2017, Expert review of gastroenterology & hepatology.

[159]  T. Kav,et al.  Is enteroscopy necessary for diagnosis of celiac disease? , 2012, World journal of gastroenterology.

[160]  Max Q.-H. Meng,et al.  Tumor Recognition in Wireless Capsule Endoscopy Images Using Textural Features and SVM-Based Feature Selection , 2012, IEEE Transactions on Information Technology in Biomedicine.

[161]  Max Q.-H. Meng,et al.  Computer-aided small bowel tumor detection for capsule endoscopy , 2011, Artif. Intell. Medicine.

[162]  R. Kiesslich,et al.  Endoscopic assessment and grading of Barrett's esophagus using magnification endoscopy and narrow-band imaging: accuracy and interobserver agreement of different classification systems (with videos). , 2011, Gastrointestinal endoscopy.

[163]  D. Stoyanov,et al.  Novel experimental and software methods for image reconstruction and localization in capsule endoscopy , 2018, Endoscopy International Open.

[164]  M. Grimm,et al.  Investigation of pH and Temperature Profiles in the GI Tract of Fasted Human Subjects Using the Intellicap(®) System. , 2015, Journal of pharmaceutical sciences.

[165]  M. Landthaler,et al.  Singlet oxygen generation by UVA light exposure of endogenous photosensitizers. , 2006, Biophysical journal.

[166]  Y. Kohgo,et al.  Quantification of autofluorescence imaging can accurately and objectively assess the severity of ulcerative colitis , 2015, International Journal of Colorectal Disease.

[167]  D. Faigel,et al.  A Prospective Study of the Diagnostic Accuracy of PillCam ESO Esophageal Capsule Endoscopy Versus Conventional Upper Endoscopy in Patients With Chronic Gastroesophageal Reflux Diseases , 2005, Journal of clinical gastroenterology.

[168]  A. Rubio‐Tapia,et al.  ACG Clinical Guidelines: Diagnosis and Management of Celiac Disease , 2013, The American Journal of Gastroenterology.

[169]  Anastasios Koulaouzidis,et al.  Chromoendoscopy in small bowel capsule endoscopy: Blue mode or Fuji Intelligent Colour Enhancement? , 2011, Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver.

[170]  Won Ho Kim,et al.  Comparison of the diagnostic yield of "MiroCam" and "PillCam SB" capsule endoscopy. , 2012, Hepato-gastroenterology.

[171]  Hiroshi Mashimo,et al.  Optical coherence tomography in gastroenterology: a review and future outlook , 2017, Journal of biomedical optics.

[172]  Jin U. Kang Virtual Biopsy [Point of View] , 2010, Proc. IEEE.

[173]  Confocal laser endomicroscopy , 2014 .

[174]  R. Koprowski Overview of technical solutions and assessment of clinical usefulness of capsule endoscopy , 2015, BioMedical Engineering OnLine.

[175]  Edward J. Ciaccio,et al.  Suggestions for automatic quantitation of endoscopic image analysis to improve detection of small intestinal pathology in celiac disease patients , 2015, Comput. Biol. Medicine.

[176]  J. H. Cho,et al.  Telemetry system for slow wave measurement from the small bowel , 2009, Medical & Biological Engineering & Computing.

[177]  Agnes Psikuta,et al.  Prediction of human core body temperature using non-invasive measurement methods , 2013, International Journal of Biometeorology.

[178]  B. Abrahamsson,et al.  Validation of the IntelliCap® system as a tool to evaluate extended release profiles in human GI tract using metoprolol as model drug. , 2015, Journal of controlled release : official journal of the Controlled Release Society.

[179]  W. Leung,et al.  Inter-observer variations on interpretation of capsule endoscopies , 2006, European journal of gastroenterology & hepatology.

[180]  Danail Stoyanov,et al.  Artificial intelligence and computer-aided diagnosis in colonoscopy: current evidence and future directions. , 2019, The lancet. Gastroenterology & hepatology.

[181]  Press,et al.  Gastrointestinal pH profiles in patients with inflammatory bowel disease , 1998, Alimentary pharmacology & therapeutics.

[182]  D. Faigel,et al.  A multicenter randomized comparison of the Endocapsule and the Pillcam SB. , 2008, Gastrointestinal endoscopy.

[183]  Daniel Azoulay,et al.  Confocal Laser Endomicroscopy in Gastrointestinal and Pancreatobiliary Diseases: A Systematic Review and Meta-Analysis , 2016, BioMed research international.

[184]  Max Q.-H. Meng,et al.  Bleeding Frame and Region Detection in the Wireless Capsule Endoscopy Video , 2016, IEEE Journal of Biomedical and Health Informatics.

[185]  Paul Babyn,et al.  Design of a smart-device and FPGA based wireless capsule endoscopic system , 2015 .

[186]  Mustafa Khasraw,et al.  Small bowel video capsule endoscopy: an overview , 2013, Expert review of gastroenterology & hepatology.

[187]  J. F. Dijksman,et al.  A novel ingestible electronic drug delivery and monitoring device. , 2013, Gastrointestinal endoscopy.

[188]  M. Osterman Natural History of Functional Gastrointestinal Disorders: A 12-year Longitudinal Population-Based Study , 2008 .

[189]  J. Kim,et al.  Current and Future Use of Esophageal Capsule Endoscopy , 2018, Clinical endoscopy.

[190]  Shinji Tanaka,et al.  Improved visibility of lesions of the small intestine via capsule endoscopy with computed virtual chromoendoscopy. , 2011, Gastrointestinal endoscopy.

[191]  J. Watari,et al.  AUTOFLUORESCENCE IMAGING IS USEFUL TO ASSESS ACTIVITY OF ULCERATIVE COLITIS , 2007 .

[192]  R. Xavier,et al.  Unravelling the pathogenesis of inflammatory bowel disease , 2007, Nature.

[193]  P. Dario,et al.  A structured light laser probe for gastrointestinal polyp size measurement: a preliminary comparative study , 2018, Endoscopy International Open.

[194]  Haishan Zeng,et al.  Laser-induced autofluorescence microscopy of normal and tumor human colonic tissue. , 2004, International journal of oncology.

[195]  Jie Zheng,et al.  Identification of lesion images from gastrointestinal endoscope based on feature extraction of combinational methods with and without learning process , 2016, Medical Image Anal..

[196]  Wei Zhang,et al.  Computer-Aided Bleeding Detection in WCE Video , 2014, IEEE Journal of Biomedical and Health Informatics.

[197]  D. Rampton,et al.  Gut PH and transit time in ulcerative colitis appear sufficient for complete dissolution of PH-dependent 5-ASA-containing capsules , 2000 .

[198]  J. Stoker,et al.  Imaging techniques for assessment of inflammatory bowel disease: joint ECCO and ESGAR evidence-based consensus guidelines. , 2013, Journal of Crohn's & colitis.

[199]  A. Hara,et al.  Capsule Endoscopy Has a Significantly Higher Diagnostic Yield in Patients With Suspected and Established Small-Bowel Crohn's Disease: A Meta-Analysis , 2010, The American Journal of Gastroenterology.

[200]  R. Harbour,et al.  A new system for grading recommendations in evidence based guidelines , 2001, BMJ : British Medical Journal.

[201]  Isabel N. Figueiredo,et al.  Automated Polyp Detection in Colon Capsule Endoscopy , 2013, IEEE Transactions on Medical Imaging.

[202]  Kenneth K Wang,et al.  Computer-aided diagnosis in GI endoscopy: looking into the future. , 2016, Gastrointestinal endoscopy.

[203]  A. Riphaus,et al.  Capsule endoscopy interpretation by an endoscopy nurse - a comparative trial. , 2009, Zeitschrift fur Gastroenterologie.

[204]  Lili Zhang,et al.  Diagnostic value of OMOM capsule endoscopy for small bowel diseases in adults. , 2018, Experimental and therapeutic medicine.

[205]  C. Lightdale,et al.  Nonpolypoid colorectal neoplasms in inflammatory bowel disease , 2014 .

[206]  Benjamin S. Terry,et al.  Design and Preliminary Experimental Investigation of a Capsule for Measuring the Small Intestine Contraction Pressure , 2015, IEEE Transactions on Biomedical Engineering.

[207]  Daniel C Barbosa,et al.  Automatic small bowel tumor diagnosis by using multi-scale wavelet-based analysis in wireless capsule endoscopy images , 2012, Biomedical engineering online.

[208]  Husebye,et al.  The patterns of small bowel motility: physiology and implications in organic disease and functional disorders , 1999, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

[209]  D. Schembre,et al.  High-frequency mini-probe ultrasound: the Rodney Dangerfield of endoscopy? , 2005, Journal of clinical gastroenterology.

[210]  Julian Hill,et al.  Intestinal Gas Capsules: A Proof-of-Concept Demonstration. , 2016, Gastroenterology.

[211]  Timothy K Lu,et al.  An ingestible bacterial-electronic system to monitor gastrointestinal health , 2018, Science.

[212]  J. Santisi,et al.  The accuracy of an endoscopy nurse in interpreting capsule endoscopy , 2003, American Journal of Gastroenterology.

[213]  Chienliu Chang,et al.  Singulation for imaging ring arrays of capacitive micromachined ultrasonic transducers. , 2014, Journal of micromechanics and microengineering : structures, devices, and systems.

[214]  R. Naaman,et al.  Application of a GaAs-Based Sensor for Detecting Hemoglobin in Gastrointestinal Environments , 2017, IEEE Sensors Journal.

[215]  Colon capsule endoscopy. , 2015, Gastrointestinal endoscopy clinics of North America.

[216]  A. Eickhoff,et al.  Diagnosis of small-bowel pathology using paired capsule endoscopy with two different devices: a randomized study , 2007, Endoscopy.

[217]  Leontios J. Hadjileontiadis,et al.  A curvelet-based lacunarity approach for ulcer detection from Wireless Capsule Endoscopy images , 2013, Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems.

[218]  William L Hasler,et al.  The use of SmartPill for gastric monitoring , 2014, Expert review of gastroenterology & hepatology.

[219]  P. Chen,et al.  Efficacy of confocal laser endomicroscopy for discriminating colorectal neoplasms from non‐neoplasms: a systematic review and meta‐analysis , 2013, Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland.

[220]  Daniel S. Elson,et al.  Morphological analysis of optical coherence tomography images for automated classification of gastrointestinal tissues , 2011, Biomedical optics express.

[221]  C. Worringham,et al.  Physiological Tolerance Times while Wearing Explosive Ordnance Disposal Protective Clothing in Simulated Environmental Extremes , 2014, PloS one.

[222]  Weihua Li,et al.  A Review of Localization Systems for Robotic Endoscopic Capsules , 2012, IEEE Transactions on Biomedical Engineering.

[223]  Constantinos Pitris,et al.  Infrared Fluorescence-Based Cancer Screening Capsule for the Small Intestine , 2016, IEEE Transactions on Biomedical Circuits and Systems.

[224]  D. Fischer,et al.  Capsule endoscopy: the localization system. , 2004, Gastrointestinal endoscopy clinics of North America.

[225]  J. Llach,et al.  Comparison of Capsule Endoscopy and Magnetic Resonance Enterography for the Assessment of Small Bowel Lesions in Crohn's Disease. , 2018, Inflammatory bowel diseases.

[226]  B. Kuo,et al.  Motility of the antroduodenum in healthy and gastroparetics characterized by wireless motility capsule , 2010, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

[227]  A. Haji,et al.  Use of Confocal Laser Endomicroscopy to Assess the Adequacy of Endoscopic Treatment of Gastrointestinal Neoplasia: A Systematic Review and Meta-Analysis , 2015, Surgical laparoscopy, endoscopy & percutaneous techniques.

[228]  Yaoqin Xie,et al.  A new approach to detecting ulcer and bleeding in Wireless capsule endoscopy images , 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

[229]  Jerry Avorn Technology , 1929, Nature.

[230]  Robert Enns,et al.  Effect of longer battery life on small bowel capsule endoscopy. , 2015, World journal of gastroenterology.

[231]  O. Faiz,et al.  Mini‐probe ultrasonography for the staging of colon cancer: a systematic review and meta‐analysis , 2014, Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland.

[232]  Qin Huang,et al.  Three-dimensional endomicroscopy of the human colon using optical coherence tomography. , 2009, Optics express.

[233]  A. Karargyris,et al.  Wireless endoscopy in 2020: Will it still be a capsule? , 2015, World journal of gastroenterology.

[234]  H. Tajiri,et al.  New challenges in gastrointestinal endoscopy , 2008 .

[235]  Ahnaf Rashik Hassan,et al.  Computer-aided gastrointestinal hemorrhage detection in wireless capsule endoscopy videos , 2015, Comput. Methods Programs Biomed..

[236]  J. Romero-Vázquez,et al.  Capsule endoscopy in patients refusing conventional endoscopy. , 2014, World journal of gastroenterology.

[237]  Artur Klepaczko,et al.  Texture and color based image segmentation and pathology detection in capsule endoscopy videos , 2014, Comput. Methods Programs Biomed..