Medical Imaging Summer School 2014 28 July - 1Aug 2014 Favignana, Sicily Medical Imaging meets Computer Vision |
Download All Posters 1. NON-RIGID MONOCULAR SLAM Agudo A., Moreno-Noguer F., Calvo B., Montiel J.M.M. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 2. SEGMENTATION OF LIVING, FLUORESCENTLY LABELED CELLS USING GRAPH CUTS Akram S., Kaakinen M., Heikkilä J., Kannala J., Eklund L. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 3. A NOVEL SUPERVISED METHOD FOR CORNEAL FIBRES TORTUOSITY CLASSIFICATION USING A MULTI-SCALE-MULTI-WINDOW APPROACH Annunziata R., Kheirkhah A., Aggarwal S., Cavalcanti B. M., Hamrah P., Trucco E. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 4. PATIENT-SPECIFIC SIMULATION OF LIVER TUMOR ABLATION Audigier C., Mansi T., Delingette H., Kamen A., Comaniciu D., Ayache N. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 5. EFFICIENT ENERGY MINIMIZATION FOR MOTION COMPENSATION IN ROBOTIC SURGERY Aviles A.I., Sobrevilla P. and Casals A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 6. ROUGH SETS FOR BIAS FIELD CORRECTION IN MR IMAGES USING CONTRAHARMONIC MEAN AND QUANTITATIVE INDEX Banerjee A. and Maji P. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 7. DYNAMIC CT PERFUSION IMAGE DATA COMPRESSION FOR EFFICIENT PARALLEL PROCESSING Barros R. S., Olabarriaga S. D., Borst J., van Walderveen M. A. A., Posthuma J. S., Streekstra G. J., van Herk M. B., Majoie C. B., Marquering H. A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 8. AUTOMATIC DETECTION AND SEGMENTATION OF LIVER METASTATIC LESIONS ON SERIAL CT EXAMINATIONS Ben-Cohen A., Diamant I., Klang E., Amitai M., Greenspan H. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 9. AUTOMATED MONITORING OF SKIN LESIONS USING A 3D BODY MODEL Bogo Federica, Romero Javier, Peserico Enoch, Black Michael J. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 10. DEFORMABLE IMAGE REGISTRATION IN PROSTATE CANCER IMAGE-GUIDED ADAPTIVE RADIOTHERAPY Boydev C, Taleb Ahmed A, Pasquier D, Derraz F and Thiran J-P Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 11. AUTOMATED RECOGNITION OF VIEW PLANES IN FETAL HEART ULTRASOUND VIDEOS Bridge C., Noble A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 12. AUTOMATIC MULTI-VESSEL VOLUME FLOW CALCULATION FROM 4D FLOW MRI DATA Bustamante M., Dyverfeldt P., Petersson S., Eriksson J., Carlhäll C., Ebbers T. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 13. 3D FREEHAND ULTRASOUND: RECONSTRUCTION AND FEATURES EXTRACTION IN LOWER LIMB MUSCLE Cenni F., Monari D., Schless S.H., Aertbeliën E., Desloovere K.,Bruyninckx H. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 14. MEDICAL SIEVE: APPLICATION TO STENOSIS DETECTION IN X-RAY ANGIOGRAPHY Compas C., Syeda-Mahmood T., McNeillie P., Beymer D. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 15. MODERN µCT IN KIDNEY ANALYSIS : SEMI-SUPERVISED LEARNING MEETS STEREOLOGY Correa Shokiche C., Hlushchuk R., Schaad L., Wnuk M., Zubler C., Barré S., Tschanz S., Reyes M., Djonov V. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 16. TASK-DRIVEN FEATURE LEARNING FOR TUMOR HISTOLOGY Couture H.D., Marron J.S., Thomas N., Eberhard D., Perou C., Niethammer M. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 17. WEARABLE STEREOSCOPIC AUGMENTED REALITY SYSTEM FOR MEDICAL PROCEDURES Cutolo F. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 18. MULTI-ATLAS SEGMENTATION OF PARTIALLY VISIBLE STRUCTURES ON CT IMAGES OF MIDDLE AND INNER EAR Demarcy T., Delingette H., Ayache N. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 19. MULTI-SUBJECT WHITE MATTER FIBER CLUSTERING OF MOUSE BRAIN Dodero L., Vascon S., Gozzi A., Sona D. and Murino V. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 20. FREQUENCY BASED STRAIN ESTIMATION AND CLINICAL RESEARCH TOOL USING OPTIC FLOW FOR TMRI Filatova O.G., Kause H.B., Duits R., Bruurmijn L.C.M., Fuster A., Marquering H.A., Florack L.M.J. and Van Assen H.C. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 21. STATISTICAL MODELS FOR THE COUPLING OF ASL AND BOLD MAGNETIC RESONANCE MODALITIES TO STUDY BRAIN FUNCTION AND DISEASE Frau-Pascual A., Vincent T., Forbes F., Ciuciu P. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 22. SEGMENTATION AND TEXTURE ANALYSIS OF RETINAL OCT IMAGES Giannini D., Lombardo M., Ziccardi L., Vichi M. , Grzywacz N. M. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 23. RETINAL LAYERS ANALYSIS IN OCT IMAGES Gonzàlez-Lòpez A., Ortega M., Penedo M.G. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 24. SOURCES OF ERRORS IN PHARMACOKINETIC ANALYSIS OF DCE-MRI Hallack A., Chappell M. A., Anderson E. A., Gleeson F. V., Gooding M. J. and Schnabel J. A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 25. ACCURACY MEASUREMENT FOR MULTI-MODAL RIGID REGISTRATION USING FEATURE DESCRIPTORS Hauler F., Jurisic M. Furtado H, Birkfellner W. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 26. MODEL SELECTION FOR DCE-MRI APPLIED TO SUBTLE BLOOD-BRAIN BARRIER DISRUPTION Heye A., Thrippleton M., Armitage P., Hernàndez M., Wardlaw J. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 27. GENERATING GROUND TRUTH DATA FOR SKULL-FACE OVERLAY Ibàñez O., Huete M.I., Cavalli F., Campomanes-Àlvarez B.R., Campomanes-Àlvarez C., Valsecchi A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 28. AUTOMATIC PERIVENTRICULAR WHITE MATTER HYPERINTENSITY SEGMENTATION, QUANTIFICATION & GRADING Iheme L. O., Tepe S. M., Kandemir M., Kahraman T., Unal G., Yalciner B. Z., Unay D. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 29. AUTOMATIC MULTIPLE SCLEROSIS BRAIN LESION LOCALISATION AND VOLUMETRY Jain S., Smeets D., Ribbens A., Sima D.M., Maes F., Van Hecke W. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 30. TRACKING JOINTS WITH ULTRASOUND Jia, R., Mellon, S., Monk, P., Noble, J A., Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 31. UNCERTAINTY-AWARE INFORMATION FUSION FOR REAL-TIME MOTION ESTIMATION IN INTERVENTION NAVIGATION AND INTERACTION Kocev B., Linsen L., Hahn H. K. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 32. LINE SEGMENT BASED PATTERN DETECTION Lazarek J., Szczepaniak P. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 33. STUDY OF THE DISLOCATION AND THE CHANGES OF THE VESSELS BEFORE DIABETIC RETINOPATHY Leontidis G., Hunter A., Al-Diri B. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 16:00 - 17:45 ~ Poster Session 1 34. COMPUTER-AIDED PERFUSION QUANTIFICATION OF MYOCARDIAL CONTRAST ECHOCARDIOGRAPHY Li Y., Senior R., Chahal N., Eckersley R.J., Tang M.X. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 35. FAST VESSEL CENTERLINE TREE EXTRACTION ALGORITHM Lidayova K., Frimmel H. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 36. INTRACORPOREAL SOFT TISSUE NAVIGATION SYSTEM FOR MINIMALLY INVASIVE SURGERY Lo Presti Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 37. MELANOMA DETECTION AS A PROBLEM OF VISUAL RECOGNITION MADOOEI A., DREW M.S. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 38. RSURF - THE EFFICIENT TEXTURE-BASED DESCRIPTOR FOR FLUORESCENCE MICROSCOPY IMAGES Majtner T., Stoklasa R., Svoboda D. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 39. PATIENT-SPECIFIC SEMI-SUPERVISED LEARNING FOR POSTOPERATIVE BRAIN TUMOR SEGMENTATION Meier R., Bauer S., Slootboom J., Wiest R., Reyes M. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 40. STATISTICS ON LIE GROUPS Miolane N., Pennec X. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 41. STATISTICAL DEFORMATION MODELS FOR HIP FRACTURE DISCRIMINATION: VALIDATION BY MODEL COMPARISON Museyko O., Bousson V., Adams J., Laredo J.-D., Engelke K. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 42. SURFACE MOTION ESTIMATION VIA CONFORMAL MAPS Nicolas Gallego-Ortiz, Jonathan Orban de Xivry, Samuel Goossens, Xavier Geets, Guillaume Janssens, Benoit Macq Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 43. UTILIZING PHASE RETARDATION FEATURES FOR SEGMENTING CELLS IN PHASE CONTRAST MICROSCOPY IMAGES Nketia T. A., Rittscher J., Noble J.A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 44. ACCURATE REGISTRATION OF MYOCARDIUM REGION IN CARDIAC PHASE-RESOLVED BOLD MRI Oksuz I., Tsaftaris S. A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 45. COMPLEX LUNG MOTION ESTIMATION VIA ADAPTIVE BILATERAL FILTERING OF THE DEFORMATION FIELDS Papiez, Bartlomiej W., Heinrich Mattias P., Risser Laurent, Schnabel Julia A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 46. STUDY AND DEVELOPMENT OF INNOVATIVE TECHNOLOGIES FOR ENDOVASCULAR NAVIGATION Parrini S. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 47. MITOSIS DETECTION FOR INVASIVE BREAST CANCER GRADING Paul A., Mukherjee D. P. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 48. ENHANCED VISION SYSTEM TO IMPROVE SAFETY IN ROBOTIC SINGLE INCISION LAPAROSCOPIC SURGERY Penza V., De Momi E., Bertini A., Bussi A., Righetto F., Zaltieri R., Mattos L., Forgione A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 49. PERSONALISING POPULATION-BASED RESPIRATORY MOTION MODELS OF THE HEART USING ANATOMICAL FEATURES Peressutti D., Penney G., Kolbitsch C., King A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 50. STRATEGIES FOR HEAD MOVEMENT IN CT IMAGING Ping Lu, Tom Williamson, Nicolas Gerber, Brett Bell, Stefan Weber, Mauricio Reyes Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 51. MYOCARDIAL MICROSTRUCTURE INVESTIGATION USING STATE-OF-THE-ART MAGNETIC RESONANCE TECHNIQUES Popescu I., Grau V. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 52. JOINT MOTION CORRECTION AND ESTIMATION FOR T1 MAPPING: PROOF OF CONCEPT Ramos-Llordèn G., den Dekker A.J., Sijbers J. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 53. SIMULTANEOUS RECONSTRUCTION OF THE ACTIVITY IMAGE AND REGISTRATION OF THE CT IMAGE IN TOF-PET Rezaei A., Nuyts J. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 54. CASCADED RANDOM FOREST CLASSIFIERS FOR SOMITE LOCALIZATION AND IDENTIFICATION IN ZEBRAFISH Richmond D.L., Kainmüller D., Rother C., Myers E.W. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 55. SIMULTANEOUS SEGMENTATION AND ANATOMICAL LABELING OF THE CEREBRAL VASCULATURE Robben, D., Türetken, E., Sunaert, S., Thijs, V., Wilms, G., Fua, P., Maes, F., Suetens, P. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 56. BLOOD POOL IDENTIFICATION IN CONTRAST-ENHANCED IMAGING USING SPECTRAL CLUSTERING Saporito S, IHF Herold IHF, Houthuizen P, Korsten HMM, van Assen HC, Mischi M Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 57. PARCELLATION-INDEPENDENT FRAMEWORK FOR ANALYSING DEVELOPING BRAIN NETWORKS USING REPARAMETRISATION Schirmer MD., Ball G., Counsell SJ., Edwards AD., Rueckert D., Hajnal JV., Aljabar P. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 58. OBJECT-BASED IMAGE ANALYSIS AND ITS APPLICATION TO BIOMEDICAL IMAGING Schwier M., Chitiboi T., Homeyer A., Hahn H. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 59. A NEW RULE-BASED VENTRAL CAVITY MULTI-ORGAN AUTOMATIC SEGMENTATION IN CT SCANS Spanier A.B., Joskowicz L. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 60. AUTOMATIC BONE AGE ESTIMATION FROM LEFT HAND MR IMAGES Stern D., Ebner T., Urschler M., Bischof H. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 61. PATIENT-SPECIFIC TISSUE MODELS FOR HIGH FIELD MRI ACQUISITION DESIGN Torrado-Carvajal A., Hernandez-Tamames J.A., Herraiz J.L., Eryaman Y., Turk E.A., San Jose Estepar R., Rozenholc Y., Adalsteinsson E., Wald L.L., Malpica N. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 62. SUPPORTIVE AUTOMATIC ANNOTATION OF EARLY ESOPHAGEAL CANCER USING LOCAL GABOR AND COLOR FEATURES van der Sommen F., Zinger S., Schoon E., de With P. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 63. ASSOCIATION BETWEEN PARENCHYMAL ENHANCEMENT AND OUTCOME OF PATIENTS WITH BREAST CANCER Van der Velden, B.H.M., Dmitriev, I., Loo, C.E., Gilhuijs, K.G.A. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 64. BRAIN (DYS)CONNECTIVITY IN MULTIPLE SCLEROSIS: NETWORK TOPOLOGY Welton T. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 65. BIOMECHTOOLS: CONSTRUCTING PATIENT SPECIFIC MUSCULOSKELETAL ANALYSIS OF THE LOWER EXTREMITY. Wielingen G.V.F., Sprengers A.M., Janssen D.W., Verdonschot N.J.J. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 66. AN AUTOMATIC MACHINE LEARNING SYSTEM FOR CORONARY CALCIUM SCORING IN CLINICAL NON-CONTRAST ENHANCED, ECG-TRIGGERED CARDIAC CT Wolterink J.M., Leiner T., Takx R.A.P., Viergever M., I?gum I. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 67. MODEL-BASED SEGMENTATION OF BODY FAT Yeo S. Y., Loper M., Romero J., Black M. J. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 68. AUTOMATIC SEGMENTATION BASED ON DEFORMABLE IMAGE REGISTRATION Zaffino P. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 69. INTEGRATIVE AND MULTISCALE IMAGE REGISTRATION: APPLICATION TO FETAL AND NEONATAL BRAIN DEVELOPMENT ANALYSIS Zimmer V.A., Gonzàlez Ballester M.A., Piella G. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 70. LONGITUDINAL ALIGNMENT OF DISEASE PROGRESSION IN FIBROSING INTERSTITIAL LUNG DISEASE Vogl WD., Prosch H., Müller-Mang C., Schmidt-Erfurth U. and Langs G. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 71. LONGITUDINAL DIFFEOMORPHIC FETAL BRAIN ATLAS LEARNING FOR TISSUE LABELING USING GEODESIC REGRESSION AND GRAPH CUTS Licandro R., Schwartz E., Langs G., Sablatnig R. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 72. CORRESPONDENCE OF CMR SCANS FROM MULTIPLE VISITS Kelly C., Neubauer S., Choudhury R., Dall'Armellina E., Grau V. Presentation Type: Poster ~ Date: Tuesday 29 July 2014 ~ Time: 18:15 - 20:00 ~ Poster Session 2 |
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