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29 July - 4 Aug 2018 Favignana, Sicily


Medical Imaging meets Deep Learning



See pictures of previous editions: Set1 - Set2

VOTING MODULE
(Voting procedure will start on Tuesday 31 July 2018)

All posters will be accessible on 29 July 2018.


1. STATISTICAL INFERENCE FOR IMAGE RECONSTRUCTION THROUGH MULTIMODE FIBERS
Ancora D., Marruzzo A., Antenucci F., Cazzato P., De Giorgi M., Sanvitto D., Leuzzi L.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

2. SEGMENTATION OF FACIAL BONE SURFACES BY PATCH GROWING FROM CONE BEAM CT VOLUMES
Antila, K., Lilja, M., Kalke M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

3. DEEP LEARNING FOR AGE-RELATED MACULAR DEGENERATION (AMD) RECOGNITION AND PROGNOSIS
Asgari F, Waldstein S. M., Gerendas B. S., Bogunovic H., Schmidt-Erfurth U.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

4. MAGNETIC RESONANCE FINGERPRINTING RECONSTRUCTION VIA A SPATIOTEMPORAL NEURAL NETWORK
Balsiger F., Shridha A., Chikop S., Scheidegger O., Geethanath S., Reyes M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

5. PATIENT DATA-ADAPTED DEEP LEARNING FOR MULTI-LABEL CHEST X-RAY CLASSIFICATION
Baltruschat I. M., Nickisch H., Grass M., Knopp T., Saalbach A.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

6. DEEP LEARNING FOR MEDICAL APPLICATIONS IN DEFICIENCY OF LABELS
Baur C., Albarqouni S. Navab N.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

7. DEEPER IMAGE QUALITY TRANSFER: TRAINING LOW-MEMORY NEURAL NETWORKS FOR 3D IMAGES
Stefano B. Blumberg, Ryutaro Tanno, Iasonas Kokkinos, Daniel C. Alexander

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

8. DEEP LEARNING FROM LABEL PROPORTIONS FOR EMPHYSEMA QUANTIFICATION
Bortsova G., Dubost F., Orting S., Katramados I., Hogeweg L., Thomsen L., Wille M., De Bruijne M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

9. CONTOUR PROPAGATION IN CT SCANS WITH CONVOLUTIONAL NEURAL NETWORKS
Léger J., Brion E., De Vleeschouwer C., Macq B.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

10. AUTOMATIC SEGMENTATION OF THE HIPPOCAMPUS USING U-NET BASED DEEP CONVOLUTIONAL NETWORKS
Brusini I., Smedby Ö., Westman E., Wang C.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

11. DEDICATED RADIOMICS FEATURES FOR GRADING PROSTATE CANCER
Castiillo J. , Veenland J. , Schoots I. , Niessen W.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

12. AORTA AND PULMONARY ARTERY SEGMENTATION WITH CNN AND FULLY CONNECTED CRF
Chen S., Gamechi Z.S., Dubost F., Pedersen J.H., de Bruijne M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

13. BINARY GLIOMA GRADING: RADIOMICS VERSUS PRE-TRAINED CNN FEATURES
Decuyper M., Bonte S., Van Holen R.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

14. DEFORMATION-BASED MORPHOMETRY IN A MOUSE MODEL OF INTRAUTERINE GROWTH RESTRICTION
Devine J.P., Eaton M., Percival C.J., Cross J.C., Hallgrimsson B.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

15. QUANTIFICATION OF PERIVASCULAR SPACES WITH 3D REGRESSION NETWORKS
Dubost F., Yilmaz P., Adams H., Bortsova G., Ikram A., Niessen W., Vernooij M., de Bruijne M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

16. ART 3.5D: AN ALGEBRAIC RECONSTRUCTION TECHNIQUE TO RECOVER 4D CONTRAST DYNAMICS FROM 3D BRAIN ANGIOGRAPHIES
El Hadji S., Bonilauri A., De Momi E., Helm P., Baselli G., Cardinale F.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

17. 3D DEEP AUTOENCODER FOR TUMOR-SPECIFIC FEATURE EXTRACTION
Estienne T., Battistella E., Vakalopoulou M., Sun R., Deutsch E., Rober C., Paragios N.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

18. AUTOMATIC DETECTION OF MOTION ARTIFACTS ON MRI USING DEEP CNN
Fantini I., Rittner L., Yasuda C., Lotufo R.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

19. PHASE-SENSITIVE REGION-OF-INTEREST COMPUTED TOMOGRAPHY
Felsner L., Berger M., Kaeppler S., Bopp J., Ludwig V., Weber T., Pelzer G., Michel T., Maier A., Anton G., and Riess C.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

20. LEARNING FOR 2D-3D IMAGE REGISTRATION IN SURGERY
Fischer P., Mewes P., Piat S., Tuysuzoglu A., Liao R.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

21. FEASIBILITY OF COLONIC POLYP CLASSIFICATION WITH CNN BASED ON BLUE LASER AND LINKED COLOR IMAGING
Fonollà R., Van der Sommen F., Schreuder R.M., Schoon E.J., de With P.H.N.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

22. AUTOMATIC SEGMENTATION OF THE HUMERUS FROM CT VOLUMES USING STATISTICAL SHAPE MODELS AND MARKOV CHAIN MONTE CARLO METHODS
Fouefack J. R., Borotikar B., Burdin V., Douglas T. S. and Mutsvangwa T. E.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

23. AUTOMATIC AIRWAY SEGMENTATION AND BRONCHIECTASIS QUANTIFICATION
Garcia-Uceda A., A.W.M. H., De Bruijne M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

24. TISSUE CLASSIFICATION OF COLON CANCER HISTOLOGY IMAGES
Gedeon R., Nagar AK., Naguib R.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

25. AUTOMATIC PROSTATE SEGMENTATION FROM TRANSRECTAL ULTRASOUND IMAGES USING CONVOLUTIONAL NEURAL NETWORKS
Ghavami N., Hu Y., Bonmati, E., Rodell, R., Gibson, E., Moore, C., Barratt, D.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

26. COMPUTER-AIDED DETECTION OF LUNG NODULES USING MULTI-LEVEL CONTEXTUAL 3D CNNS
Gonidakis P., Omelina L., Jansen B., Vandemeulebroucke J.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

27. GRAPH CONVOLUTIONS ON SPECTRAL EMBEDDINGS: LEARNING OF CORTICAL SURFACE DATA
Gopinath K., Desrosiers C., and Lombaert H.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

28. AUTOMATIC SEGMENTATION OF MICROBLEEDS IN 3D MRI
Groothuis I., Sudre C., Pai A., Sørensen L, Nielsen M., Barkhof F., Ourselin S., Cardoso M. J., Modat M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

29. DEEP LEARNING FOR SEGMENTING CAPILLARY BLOOD VESSELS CONTAINING REMAINING BLOOD CELLS
Grothausmann R., Knudsen L., Ochs M., Mühlfeld C.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

30. DATA-DRIVEN REWARD LEARNING FOR INDIVIDUAL PROSTHESIS SIZE PREDICTION IN VALVE-SPARING AORTIC ROOT RECONSTRUCTION
Hagenah J., Scharfschwerdt M., Ernst F.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

31. OPTIMIZATION OF DEFORMABLE IMAGE REGISTRATION WITH CONVOLUTIONAL NEURAL NETWORKS
Hering A., Heldmann S.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

32. STROKE DETECTION USING CONVOLUTIONAL NEURAL NETWORKS
Herzog L., Murina E., Dürr O., Wegener S., Sick B.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

33. UNCERTAINTY-DRIVEN SANITY CHECK: APPLICATION TO POSTOPERATIVE BRAIN TUMOR CAVITY SEGMENTATION
Jungo A., Meier R., Ermis E., Herrmann E., Reyes M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

34. CONSTRAINED-CNN LOSSES FOR WEAKLY SUPERVISED SEGMENTATION
Kervadec H., Dolz J., Tang M., Granger É., Boykov Y., Ben Ayed I.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

35. DEEP BOOSTED REGRESSION FOR MR TO CT SYNTHESIS
Kläser K., Cardoso M. J., Ourselin S.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 15:00 - 16:15 ~ Poster Session 1

36. GENERALIZING MULTISTAIN IMMUNOHISTOCHEMISTRY TISSUE SEGMENTATION USING ONE-SHOT COLOR DECONVOLUTION DEEP NEURAL NETWORKS
Lahiani A., Gildenblat J., Klaman I., Navab N., Klaiman E.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

37. SIMULTANEOUS LOCALIZATION AND MAPPING IN DEFORMABLE SCENES
Lamarca J., Montiel J. M. M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

38. AN EXTENDED BLOCK RESTRICTED ISOMETRY PROPERTY FOR SPARSE RECOVERY WITH NON-GAUSSIAN NOISE
Leffler K., Zhou Z., Yu J.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

39. BLAST IDENTIFICATION IN CHILDHOOD ACUTE MYELOID LEUKAEMIA USING WGAN LATENT SPACE EMBEDDINGS
Licandro R., Schlegl T., Reiter M., Diem M., Dworzak M., Schumich A., Langs G., Kampel M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

40. MOBILE PHONE-BASED EVALUATION OF LATENT TUBERCULOSIS INFECTION USING DEEP LEARNING
Maclean S., Malila B., Mutsvangwa T., Douglas T.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

41. LOCALIZATION AND LABELING OF POSTERIOR RIBS IN CHEST RADIOGRAPHS USING A CRF-REGULARIZED FCN WITH LOCAL REFINEMENT
Mader A.O., von Berg J., Fabritz A., Lorenz C., and Meyer C.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

42. PROBABILISTIC JOINT FACE-SKULL MODELLING FOR FACIAL RECONSTRUCTION
Madsen D., Lüthi M., Schneider A., Vetter T.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

43. BREAST CANCER HISTOLOGICAL IMAGE CLASSIFICATION USING FINE-TUNED DEEP NETWORK FUSION
Mahbod A., Ellinger I., Ecker R., Smedby ?., Wang C.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

44. AUTOMATIC 2D-3D DETECTION AND SEGMENTATION OF SPHERIC AND ASPHERIC FEMORAL HEADS IN MR IMAGES USING HOUGH TRANSFORMS
Memis A., Albayrak S., Bilgili F.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

45. SYMMETRY ANALYSIS OF 3D BACK SURFACE FOR SCOLIOSIS DIAGNOSIS AND FOLLOW-UP
Morand M., Comas O., Fiorio C., Subsol G.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

46. EXTRACTION OF SIGNATURES FROM MRI DATA IN EARLY PARKINSONS DISEASE
Munoz Ramirez V., Arbel J., Moro E., Forbes F., Dojat M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

47. BIWGAN: LEARNING STABLE ADVERSARIAL REPRESENTATIONS FOR PROSTATE HISTOPATHOLOGY IMAGES
Otálora S., Andrearczyk V., Atzori M., Müller H.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

48. SKIN LESION CLASSIFICATIONUSING LIGHT-FIELD IMAGING
Pereira P., Paiva R., Fonseca-Pinto R., Tavora L., Assuncao P., Faria S.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

49. CONVOLUTIONAL NEURAL NETWORKS FOR BONE LESION DETECTION IN MEDICAL IMAGING DATA
Perkonigg M., Hofmanninger J., Menze B., Weber M.-A., Langs G.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

50. IMPROVING HIGH-RESOLUTION QUANTITATIVE MRI MAPS FOR IN-VIVO HISTOLOGY MRI OF THE HUMAN BRAIN
Podranski K., Scherf N., Weiskpof N.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

51. IMPROVING SKIN LESION SEGMENTATION WITH GENERATIVE ADVERSARIAL NETWORKS
Pollastri F.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

52. DUAL ASYMMETRIC AND HIGH RESOLUTION DETECTION HEADS OF A NOVEL COMPACT MOLECULAR BREAST IMAGING SYSTEM FOR EARLY BREAST CANCER DIAGNOSIS
Poma G. E., Cisbani E., Garibaldi F., Giuliani F., Insero T., Lucentini M., Marcucci A., Musico P., Santavenere F.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

53. PATTERN RECOGNITION ANALYSIS FOR PROGNOSIS OF INFLAMMATORY BOWEL DISEASE
Pradhan P., Tolstik T., Stallmach A., Popp J., Bocklitz T.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

54. SEMI-AUTOMATIC LIVER AND LESION SEGMENTATION IN CT IMAGES
Prasad P. J. Ray, Oram L., Elle O. J., Kumar R. P.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

55. LEARNING REPRESENTATIONS BY PREDICTING THE FUTURE
Rivail A., Bogunovic H., Waldstein S., Gerendas B., Vogl W., Schmidt-Erfurth U.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

56. MACHINE LEARNING APPLICATION ON FMRI DATA: BOLD AND HEAD MOTION SIGNALS
Sacca V., Sarica A., Novellino F., Barone S., Tallarico T., Filippelli E., Granata A., Valentino P., Quattrone A.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

57. A MULTI-SCALE APPROACH FOR MICROANEURYSMS SEGMENTATION USING EMBEDDING TRIPLET LOSS IN COLORED FUNDUS IMAGES
Sarhan M.H., Albarqouni S., Navab N., Eslami A.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

58. UNSUPERVISED LEARNING OF ULTRASOUND SIMULATORS
Senouf O., Vedula S., Bronstein A., Michailovich O., Zibulevsky M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

59. DECOUPLED NEURAL NETWORKS FOR CLASSIFICATION OF BREAST MICROSCOPY IMAGES
Stone R., Wright A., Clarke E., Hanby A., Treanor D., Hogg D., Bulpitt A.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

60. TOWARDS A ROBUST DEEP CT-ULTRASOUND REGISTRATION METHOD FOR IMAGE GUIDANCE IN LIVER TUMOR ABLATION
Sun Y., Moelker A., Niessen W.J., van Walsum T.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

61. TOWARDS LONGITUDINAL RADIOMICS FOR SURVIVAL PREDICTION OF GLIOBLASTOMA PATIENTS
Suter Y., Knecht U., Valenzuela W., Wiest R., Reyes M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

62. A 3D CONVOLUTIONAL NEURAL NETWORK WITH TRANSFER LEARNING ON MRI FOR INCOMPLETE HIPPOCAMPAL INVERSION CLASSIFICATION
Tafuri B., Cherubini A., Caligiuri M.E., Labate A., Gambardella A., Arabia G., Quattrone A.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

63. TISSUE SEGMENTATION IN VOLUMETRIC LASER ENDOMICROSCOPY DATA USING FUSIONNET AND A DOMAIN-SPECIFIC LOSS FUNCTION
van der Putten J., van der Sommen F., Struyvenberg M., de Groof J., Curvers W.L., Schoon E.J., Bergman J.J.G.H.M., de With P.H.N.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

64. TOWARDS CT-QUALITY ULTRASOUND IMAGING USING DEEP LEARNING
Vedula S., Senouf O., Bronstein A., Michailovich O., Zibulevsky M.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

65. CNN FOR SEGMENTATION OF FETAL CORTEX IN 3D ULTRASOUND
Venturini L. , Papageorghiou A. T., Noble J. A., Namburete A. I. L.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

66. A DIRECT ULTRASOUND PHANTOM FABRICATION FOR CATHETER INTERVENTION SIMULATION
Wang S., Noh Y., Casajuana M., Housden R., Wang S., Pontiki A.,Rhode K.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

67. THE DEVIL IS IN THE DECODER
Wojna Z., Ferrari V., Guadarrama S., Fathi A., Silberman N., Chieh Chen N., Uijlings J.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

68. AUTOMATIC CATHETER DETECTION IN PEDIATRIC X-RAY IMAGES USING A SCALE-RECURRENT NETWORK AND SYNTHETIC DATA
Yi X., Adams S., Babyn P., Elnajmi A.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

69. REAL-TIME PREDICTION OF SEGMENTATION QUALITY: SWAPPING EXPERT ANNOTATIONS FOR GENERATED LABELS
Rob R., Oktay O., Bai W., Valindria V.V., Sanghvi M.M., Aung N., Paiva J.M., Zemrak F., Fung K., Lukaschuk E., Lee A.M., Carapella V., Kim Y.J., Kainz B., Piechnik S.K., Neubauer S., Petersen S.E., Page C., Rueckert D., Glocker B.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

70. LOSS FUNCTIONS IN IMBALANCED CLASSIFICATION
Janocha K., Pouplin A., Higgins C., Linton N., Bharath A.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2

71. AUTOMATIC GRADING OF ACNE VULGARIS USING DEEP LEARNING
Melina A., Ngo Dinh N., Tafuri B., De Vitis S., Schipani G., Nisticò S., Cosentino C., Amato F., and Cherubini A.

Presentation Type: Poster ~ Date: Tuesday 31 July 2018 ~ Time: 16:45 - 18:00 ~ Poster Session 2


For more information, send an email to: miss@dmi.unict.it