Quantitative measurements in capsule endoscopy

This review summarizes several approaches for quantitative measurement in capsule endoscopy. Video capsule endoscopy (VCE) typically provides wireless imaging of small bowel. Currently, a variety of quantitative measurements are implemented in commercially available hardware/software. The majority is proprietary and hence undisclosed algorithms. Measurement of amount of luminal contamination allows calculating scores from whole VCE studies. Other scores express the severity of small bowel lesions in Crohn׳s disease or the degree of villous atrophy in celiac disease. Image processing with numerous algorithms of textural and color feature extraction is further in the research focuses for automated image analysis. These tools aim to select single images with relevant lesions as blood, ulcers, polyps and tumors or to omit images showing only luminal contamination. Analysis of motility pattern, size measurement and determination of capsule localization are additional topics. Non-visual wireless capsules transmitting data acquired with specific sensors from the gastrointestinal (GI) tract are available for clinical routine. This includes pH measurement in the esophagus for the diagnosis of acid gastro-esophageal reflux. A wireless motility capsule provides GI motility analysis on the basis of pH, pressure, and temperature measurement. Electromagnetically tracking of another motility capsule allows visualization of motility. However, measurement of substances by GI capsules is of great interest but still at an early stage of development.

[1]  C. O'Morain,et al.  Validation of the Capsule Endoscopy Crohn’s Disease Activity Index (CECDAI or Niv score): a multicenter prospective study , 2011, Endoscopy.

[2]  Gregory D. Hager,et al.  Assessment of Crohn’s Disease Lesions in Wireless Capsule Endoscopy Images , 2012, IEEE Transactions on Biomedical Engineering.

[3]  D. Iakovidis Software Engineering Applications in Gastroenterology , 2014 .

[4]  Yeong Yeh Lee,et al.  How to Assess Regional and Whole Gut Transit Time With Wireless Motility Capsule , 2014, Journal of neurogastroenterology and motility.

[5]  H. Dupont,et al.  Motility Abnormalities in Irritable Bowel Syndrome , 2014, Digestion.

[6]  W. Chey,et al.  The assessment of regional gut transit times in healthy controls and patients with gastroparesis using wireless motility technology , 2009, Alimentary pharmacology & therapeutics.

[7]  Martin Keuchel,et al.  New Automatic Mode of Rapid 4 Software Reduces Reading Time for Small Bowel Pillcam Studies , 2007 .

[8]  N. Williams,et al.  Accurate localization of a fall in pH within the ileocecal region: validation using a dual-scintigraphic technique. , 2010, American journal of physiology. Gastrointestinal and liver physiology.

[9]  Alexandros Karargyris,et al.  Capsule-odometer: a concept to improve accurate lesion localisation. , 2013, World journal of gastroenterology.

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

[11]  G. Gay,et al.  Capsule endoscopy structured terminology (CEST): proposal of a standardized and structured terminology for reporting capsule endoscopy procedures. , 2005, Endoscopy.

[12]  Max Q.-H. Meng,et al.  Saliency Based Ulcer Detection for Wireless Capsule Endoscopy Diagnosis , 2015, IEEE Transactions on Medical Imaging.

[13]  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.

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

[15]  Aymeric Histace,et al.  Towards a multimodal wireless video capsule for detection of colonic polyps as prevention of colorectal cancer , 2013, 13th IEEE International Conference on BioInformatics and BioEngineering.

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

[17]  C. Girelli,et al.  Development of a novel index to discriminate bulge from mass on small-bowel capsule endoscopy. , 2011, Gastrointestinal endoscopy.

[18]  Small Bowel Transit Time (Sbtt) by Wireless Motility Capsule (WMC): Normal Values and Analysis of Pressure Profiles in Different Subgroups of Patients With Slow Sbtt , 2011 .

[19]  Yasushi Yagi,et al.  Contraction Detection in Small Bowel from an Image Sequence of Wireless Capsule Endoscopy , 2007, MICCAI.

[20]  Fernando Vilariño,et al.  Categorization and Segmentation of Intestinal Content Frames for Wireless Capsule Endoscopy , 2012, IEEE Transactions on Information Technology in Biomedicine.

[21]  S M Scott,et al.  Wireless pH‐motility capsule for colonic transit: prospective comparison with radiopaque markers in chronic constipation , 2010, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

[22]  Carlos S. Lima,et al.  Detection of small bowel tumors in capsule endoscopy frames using texture analysis based on the discrete wavelet transform , 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[23]  C. Hawkey,et al.  Efficacy of New Playback Functions at Reducing Small-Bowel Wireless Capsule Endoscopy Reading Times , 2012, Digestive Diseases and Sciences.

[24]  A. Bitton,et al.  Small Bowel Capsule Endoscopy in the Management of Established Crohn's Disease: Clinical Impact, Safety, and Correlation with Inflammatory Biomarkers , 2015, Inflammatory bowel diseases.

[25]  C. Mulder,et al.  Description of a novel grading system to assess the quality of bowel preparation in video capsule endoscopy , 2011, Endoscopy.

[27]  Max Q.-H. Meng,et al.  Computer-based detection of bleeding and ulcer in wireless capsule endoscopy images by chromaticity moments , 2009, Comput. Biol. Medicine.

[28]  Yoshito Mekada,et al.  Automatic detection of informative frames from wireless capsule endoscopy images , 2010, Medical Image Anal..

[29]  Fernando Vilariño,et al.  Intestinal Motility Assessment With Video Capsule Endoscopy: Automatic Annotation of Phasic Intestinal Contractions , 2010, IEEE Transactions on Medical Imaging.

[30]  Yasushi Yagi,et al.  Detection of contractions in adaptive transit time of the small bowel from wireless capsule endoscopy videos , 2009, Comput. Biol. Medicine.

[31]  J. Schoen,et al.  Small intestine mucosal adhesivity to in vivo capsule robot materials. , 2012, Journal of the mechanical behavior of biomedical materials.

[32]  N. Bourbakis,et al.  Wireless Capsule Endoscopy and Endoscopic Imaging: A Survey on Various Methodologies Presented , 2010, IEEE Engineering in Medicine and Biology Magazine.

[33]  Suzanne K. Lewis,et al.  Quantitative Assessment of Endoscopic Images for Degree of Villous Atrophy in Celiac Disease , 2011, Digestive Diseases and Sciences.

[34]  D. Iakovidis,et al.  Software for enhanced video capsule endoscopy: challenges for essential progress , 2015, Nature Reviews Gastroenterology &Hepatology.

[35]  X Wang,et al.  An experimental study of resistant properties of the small intestine for an active capsule endoscope , 2010, Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine.

[36]  C. Fraser,et al.  The impact of experience on polyp detection and sizing accuracy at capsule endoscopy: implications for training from an animal model study. , 2008, Endoscopy.

[37]  C. Webb,et al.  Effect of prolonged general anesthesia with sevoflurane and laparoscopic surgery on gastric and small bowel propulsive motility and pH in dogs. , 2014, Veterinary anaesthesia and analgesia.

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

[39]  Anastasios Koulaouzidis,et al.  Lewis Score Correlates More Closely with Fecal Calprotectin Than Capsule Endoscopy Crohn’s Disease Activity Index , 2011, Digestive Diseases and Sciences.

[40]  Leontios J. Hadjileontiadis,et al.  Abnormal pattern detection in Wireless Capsule Endoscopy images using nonlinear analysis in RGB color space , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[41]  Lei Wang,et al.  Implementation of multichannel sensors for remote biomedical measurements in a microsystems format , 2004, IEEE Transactions on Biomedical Engineering.

[42]  Joo-Hwee Lim,et al.  Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization , 2010, MICCAI.

[43]  Alexandros Karargyris,et al.  OdoCapsule: Next-Generation Wireless Capsule Endoscopy With Accurate Lesion Localization and Video Stabilization Capabilities , 2015, IEEE Transactions on Biomedical Engineering.

[44]  Jung-Hwan Oh,et al.  Abnormal image detection in endoscopy videos using a filter bank and local binary patterns , 2014, Neurocomputing.

[45]  Andrew Karellas,et al.  Computerized 3-dimensional localization of a video capsule in the abdominal cavity: validation by digital radiography. , 2014, Gastrointestinal endoscopy.

[46]  D. Rex,et al.  A grading scale to evaluate colon cleansing for the PillCam COLON capsule: a reliability study. , 2011, Endoscopy.

[47]  Jordi Vitrià,et al.  Detection of Wrinkle Frames in Endoluminal Videos Using Betweenness Centrality Measures for Images , 2014, IEEE Journal of Biomedical and Health Informatics.

[48]  C. S. Lima,et al.  Classification of endoscopic capsule images by using color wavelet features, higher order statistics and radial basis functions , 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[49]  Raluca Boia,et al.  Automatic colon polyp detection in endoscopic capsule images , 2013, International Symposium on Signals, Circuits and Systems ISSCS2013.

[50]  C. Hassan,et al.  Accuracy of automatic detection of small-bowel mucosa by second-generation colon capsule endoscopy. , 2012, Gastrointestinal endoscopy.

[51]  Suzanne K. Lewis,et al.  Quantitative Estimates of Motility from Videocapsule Endoscopy Are Useful to Discern Celiac Patients from Controls , 2012, Digestive Diseases and Sciences.

[52]  Gregory D. Hager,et al.  A Meta Registration Framework for Lesion Matching , 2009, MICCAI.

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

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

[55]  M. Lapalus,et al.  Can we shorten the small-bowel capsule reading time with the "Quick-view" image detection system? , 2012, Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver.

[56]  Braden Kuo,et al.  Generalized Transit Delay on Wireless Motility Capsule Testing in Patients with Clinical Suspicion of Gastroparesis, Small Intestinal Dysmotility, or Slow Transit Constipation , 2011, Digestive Diseases and Sciences.

[57]  Hirokazu Takahashi,et al.  A new non-invasive modality for recording sequential images and the pH of the small bowel. , 2012, Hepato-gastroenterology.

[58]  Fernando Vilariño,et al.  Anisotropic Feature Extraction from Endoluminal Images for Detection of Intestinal Contractions , 2006, MICCAI.

[59]  I. Rácz,et al.  Measurement of small-bowel polyp size in patients with Peutz-Jeghers syndrome by using reference granules during video capsule endoscopy. , 2007, Endoscopy.

[60]  Jordi Vitrià,et al.  Intestinal motor activity, endoluminal motion and transit , 2009, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

[61]  Miguel Tavares Coimbra,et al.  Automated Topographic Segmentation and Transit Time Estimation in Endoscopic Capsule Exams , 2008, IEEE Transactions on Medical Imaging.

[62]  Y. Niv,et al.  Assessment and Validation of the New Capsule Endoscopy Crohn’s Disease Activity Index (CECDAI) , 2008, Digestive Diseases and Sciences.

[63]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[64]  Sae Hwang Bag-of-Visual-Words Approach to Abnormal Image Detection in Wireless Capsule Endoscopy Videos , 2011, ISVC.

[65]  Miguel Tavares Coimbra,et al.  MPEG-7 Visual Descriptors—Contributions for Automated Feature Extraction in Capsule Endoscopy , 2006, IEEE Transactions on Circuits and Systems for Video Technology.

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

[67]  Dimitris K. Iakovidis,et al.  Automatic lesion detection in capsule endoscopy based on color saliency: closer to an essential adjunct for reviewing software. , 2014, Gastrointestinal endoscopy.

[68]  Anastasios Koulaouzidis,et al.  Dissecting Lewis score under the light of fecal calprotectin; an analysis of correlation of score components with calprotectin levels in capsule endoscopy , 2015, Annals of gastroenterology.

[69]  J. Semler,et al.  Intestinal pH and Gastrointestinal Transit Profiles in Cystic Fibrosis Patients Measured by Wireless Motility Capsule , 2013, Digestive Diseases and Sciences.

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

[71]  Hongying Liu,et al.  A smart capsule system of gastric occult blood detection. , 2014, Bio-medical materials and engineering.

[72]  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.

[73]  Yoshito Mekada,et al.  Detecting Informative Frames from Wireless Capsule Endoscopic Video Using Color and Texture Features , 2008, MICCAI.

[74]  E. Coss-Adame,et al.  Evaluation of constipation in older adults: radioopaque markers (ROMs) versus wireless motility capsule (WMC). , 2012, Archives of gerontology and geriatrics.

[75]  Max Q.-H. Meng,et al.  A novel method for informative frame selection in wireless capsule endoscopy video , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[76]  G. Wilding,et al.  Variable abnormal physiological motility in the proximal upper gastrointestinal tract in gastroparesis , 2012, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

[77]  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.

[78]  Petia Radeva,et al.  New insight into intestinal motor function via noninvasive endoluminal image analysis. , 2008, Gastroenterology.

[79]  Alexandros Karargyris,et al.  Three-dimensional representation software as image enhancement tool in small-bowel capsule endoscopy: a feasibility study. , 2013, Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver.

[80]  Gregory D. Hager,et al.  Augmenting Capsule Endoscopy Diagnosis: A Similarity Learning Approach , 2010, MICCAI.

[81]  C. Daskalakis,et al.  A validation study of 3 grading systems to evaluate small-bowel cleansing for wireless capsule endoscopy: a quantitative index, a qualitative evaluation, and an overall adequacy assessment. , 2009, Gastrointestinal endoscopy.

[82]  Bill Buckles,et al.  Bleeding detection from capsule endoscopy videos , 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[83]  A. Karargyris,et al.  Small-bowel capsule endoscopy: a ten-point contemporary review. , 2013, World journal of gastroenterology.

[84]  Max Q.-H. Meng,et al.  A comparative study of shape features for polyp detection in wireless capsule endoscopy images , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[85]  Suzanne K. Lewis,et al.  Classification of videocapsule endoscopy image patterns: comparative analysis between patients with celiac disease and normal individuals , 2010, Biomedical engineering online.

[86]  Jian-Huang Lai,et al.  Ulcer detection in wireless capsule endoscopy images , 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

[87]  Max Q.-H. Meng,et al.  Computer-Aided Detection of Bleeding Regions for Capsule Endoscopy Images , 2009, IEEE Transactions on Biomedical Engineering.

[88]  D. Pleskow,et al.  The Utility of Capsule Endoscopy in Patients With Suspected Crohn's Disease , 2009, The American Journal of Gastroenterology.

[89]  M. Ciarleglio,et al.  Decompensated Cirrhotics Have Slower Intestinal Transit Times as Compared With Compensated Cirrhotics and Healthy Controls , 2013, Journal of clinical gastroenterology.

[90]  Hoon Jai Chun,et al.  Sensitivity of the suspected blood indicator: an experimental study. , 2012, World journal of gastroenterology.

[91]  Anastasios Koulaouzidis,et al.  Blue mode does not offer any benefit over white light when calculating Lewis score in small-bowel capsule endoscopy. , 2012, World journal of gastrointestinal endoscopy.

[92]  Miguel Tavares Coimbra,et al.  Compressed domain topographic classification for capsule endoscopy , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[93]  Alexandros Karargyris,et al.  Utility of 3-dimensional image reconstruction in the diagnosis of small-bowel masses in capsule endoscopy (with video). , 2014, Gastrointestinal endoscopy.

[94]  David Lalezari,et al.  Gastrointestinal pH profile in subjects with irritable bowel syndrome , 2012, Annals of gastroenterology.

[95]  JeongKyu Lee,et al.  Ulcer detection in wireless capsule endoscopy video , 2012, ACM Multimedia.

[96]  R. Sagawa,et al.  A diagnosis support system for capsule endoscopy , 2007, Inflammopharmacology.

[97]  E. Seidman,et al.  Development of a capsule endoscopy scoring index for small bowel mucosal inflammatory change , 2007, Alimentary pharmacology & therapeutics.

[98]  Max Q.-H. Meng,et al.  A Decision Fusion Strategy for Polyp Detection in Capsule Endoscopy , 2012, MMVR.

[99]  Edward J Ciaccio,et al.  Robust spectral analysis of videocapsule images acquired from celiac disease patients , 2011, Biomedical engineering online.

[100]  J. Slavin,et al.  The use of a wireless motility device (SmartPill®) for the measurement of gastrointestinal transit time after a dietary fibre intervention. , 2011, The British journal of nutrition.

[101]  Edward J. Ciaccio,et al.  Transformation of videocapsule images to detect small bowel mucosal differences in celiac versus control patients , 2012, Comput. Methods Programs Biomed..

[102]  Krish Ragunath,et al.  Long-term survival after endoscopic resection for early gastric cancer in the remnant stomach: comparison with radical surgery , 2015, Annals of gastroenterology.

[103]  Charlotte M. Höög,et al.  Capsule endoscopic findings correlate with fecal calprotectin and C-reactive protein in patients with suspected small-bowel Crohn’s disease , 2014, Scandinavian journal of gastroenterology.

[104]  M. Friedrich-Rust,et al.  The capsule endoscopy “suspected blood indicator” (SBI) for detection of active small bowel bleeding: no active bleeding in case of negative SBI , 2014, Scandinavian journal of gastroenterology.

[105]  Isabel N. Figueiredo,et al.  Automatic Polyp Detection in Pillcam Colon 2 Capsule Images and Videos: Preliminary Feasibility Report , 2011, Diagnostic and therapeutic endoscopy.

[106]  Magnet tracking allows assessment of regional gastrointestinal transit times in children , 2013, Clinical and experimental gastroenterology.

[107]  S Seguí,et al.  Functional gut disorders or disordered gut function? Small bowel dysmotility evidenced by an original technique , 2012, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

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

[109]  Norbert Roewer,et al.  Use of wireless motility capsule to determine gastric emptying and small intestinal transit times in critically ill trauma patients. , 2012, Journal of critical care.

[110]  P. Pasricha,et al.  Low Ileocecal Valve Pressure Is Significantly Associated with Small Intestinal Bacterial Overgrowth (SIBO) , 2014, Digestive Diseases and Sciences.

[111]  Edward J. Ciaccio,et al.  Distinguishing patients with celiac disease by quantitative analysis of videocapsule endoscopy images , 2010, Comput. Methods Programs Biomed..

[112]  Zvi Fireman,et al.  Age and Indication for Referral to Capsule Endoscopy Significantly Affect Small Bowel Transit Times: The Given Database , 2007, Digestive Diseases and Sciences.

[113]  Reinhard Vonthein,et al.  Accuracy of the size estimation in wireless capsule endoscopy: calibrating the M2A PillCam (with video). , 2008, Gastrointestinal endoscopy.

[114]  P. Cochat,et al.  Et al , 2008, Archives de pediatrie : organe officiel de la Societe francaise de pediatrie.

[115]  Benjamin S. Terry,et al.  Characterization and Experimental Results of a Novel Sensor for Measuring the Contact Force From Myenteric Contractions , 2012, IEEE Transactions on Biomedical Engineering.

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

[117]  Ram D. Sriram,et al.  A model of deformable rings for interpretation of wireless capsule endoscopic videos , 2006, Medical Image Anal..

[118]  T R DeMeester,et al.  Ambulatory 24-h esophageal pH monitoring: normal values, optimal thresholds, specificity, sensitivity, and reproducibility. , 1992, The American journal of gastroenterology.

[119]  Lei Wang,et al.  Biocompatibility of a Lab-on-a-Pill Sensor in Artificial Gastrointestinal Environments , 2006, IEEE Transactions on Biomedical Engineering.

[120]  J. Hagen,et al.  Day-to-day discrepancy in Bravo pH monitoring is related to the degree of deterioration of the lower esophageal sphincter and severity of reflux disease , 2011, Surgical Endoscopy.

[121]  B. Kuo,et al.  Impact of Acid Suppression on Upper Gastrointestinal pH and Motility , 2011, Digestive Diseases and Sciences.

[122]  G. Hosgood,et al.  Variability associated with repeated measurements of gastrointestinal tract motility in dogs obtained by use of a wireless motility capsule system and scintigraphy. , 2010, American journal of veterinary research.