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Arnaldo Mayer

Doctor

20022023

Research activity per year

  • 24 Conference contribution
  • 23 Article
  • 2 Conference article
  • 1 Chapter
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  • 2023

    Complementary Phase Encoding for Pair-Wise Neural Deblurring of Accelerated Brain MRI

    Hod, G., Green, M., Waserman, M., Konen, E., Shrot, S., Nelkenbaum, I., Kiryati, N. & Mayer, A., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 268-280 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13803 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fast Acquisition for Diffusion Tensor Tractography

    Leshem, O., Kiryati, N., Green, M., Nelkenbaum, I., Roizen, D. & Mayer, A., 2023, Computational Diffusion MRI - 14th International Workshop, CDMRI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Karaman, M., Mito, R., Powell, E., Rheault, F. & Winzeck, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 118-128 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14328 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Registration and Segmentation of White Matter Tracts in Multi-modal Brain MRI

    Barzilay, N., Nelkenbaum, I., Konen, E., Kiryati, N. & Mayer, A., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 252-267 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13803 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2020

    Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound

    Habib, G., Kiryati, N., Sklair-Levy, M., Shalmon, A., Halshtok Neiman, O., Faermann Weidenfeld, R., Yagil, Y., Konen, E. & Mayer, A., 2020, Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - 10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Proceedings. Syeda-Mahmood, T., Drechsler, K., Greenspan, H., Madabhushi, A., Karargyris, A., Oyarzun Laura, C., Wesarg, S., Linguraru, M. G., Shekhar, R., Erdt, M. & González Ballester, M. Á. (eds.). Springer Science and Business Media Deutschland GmbH, p. 125-135 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12445 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Automatic Segmentation of White Matter Tracts Using Multiple Brain MRI Sequences

    Nelkenbaum, I., Tsarfaty, G., Kiryati, N., Konen, E. & Mayer, A., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 368-371 4 p. 9098454. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Labeling of Multilingual Breast MRI Reports

    Tsai, C. H., Kiryati, N., Konen, E., Sklair-Levy, M. & Mayer, A., 2020, Interpretable and Annotation-Efficient Learning for Medical Image Computing - 3rd International Workshop, iMIMIC 2020, 2nd International Workshop, MIL3iD 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Proceedings. Cardoso, J., Silva, W., Cruz, R., Van Nguyen, H., Roysam, B., Heller, N., Henriques Abreu, P., Pereira Amorim, J., Isgum, I., Patel, V., Zhou, K., Jiang, S., Le, N., Luu, K., Sznitman, R., Cheplygina, V., Abbasi, S., Mateus, D. & Trucco, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 233-241 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12446 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • V-Net Light - Parameter-Efficient 3-D Convolutional Neural Network for Prostate MRI Segmentation

    Yaniv, O., Portnoy, O., Talmon, A., Kiryati, N., Konen, E. & Mayer, A., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 442-445 4 p. 9098643. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations
  • 2019

    Feature aggregation in perceptual loss for ultra low-dose (ULD) CT denoising

    Green, M., Marom, E. M., Konen, E., Kiryati, N. & Mayer, A., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1635-1638 4 p. 8759323. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Neural Denoising of Ultra-low Dose Mammography

    Green, M., Sklair-Levy, M., Kiryati, N., Konen, E. & Mayer, A., 2019, Machine Learning for Medical Image Reconstruction - 2nd International Workshop, MLMIR 2019, held in Conjunction with MICCAI 2019, Proceedings. Knoll, F., Maier, A., Rueckert, D. & Ye, J. C. (eds.). Springer, p. 215-225 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11905 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations
  • 2018

    Learning real noise for ultra-low dose lung CT denoising

    Green, M., Marom, E. M., Konen, E., Kiryati, N. & Mayer, A., 2018, Patch-Based Techniques in Medical Imaging - 4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Munsell, B. C., Wu, G., Coupé, P., Sanroma, G., Zhan, Y. & Bai, W. (eds.). Springer Verlag, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11075 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations
  • 2017

    A neural regression framework for low-dose coronary CT angiography (CCTA) denoising

    Green, M., Marom, E. M., Kiryati, N., Konen, E. & Mayer, A., 2017, Patch-Based Techniques in Medical Imaging - 3rd International Workshop, Patch-MI 2017 Held in Conjunction with MICCAI 2017, Proceedings. Zhan, Y., Bai, W., Wu, G., Coupe, P., Munsell, B. C. & Sanroma, G. (eds.). Springer Verlag, p. 102-110 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10530 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Novel system for measuring giant spectral images and its application for cancer detection

    Kumar, P., Marin, I., Necula, D., Bronshtein-Berger, I., Linder, M., Shotan, Z., Zimmerman-Moreno, G., Mayer, A., Barshack, I. & Garini, Y., 2017, Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XV. Farkas, D. L., Nicolau, D. V. & Leif, R. C. (eds.). SPIE, 100680N. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10068).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2016

    Assessment of Interstitial Fluid Pressure in solid tumors via image processing of DCE-MRI

    Dadiani, M., Kahana, N., Kaufman, B., Konen, E., Sklair-Levy, M. & Mayer, A., 7 Nov 2016, IST 2016 - 2016 IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 189-194 6 p. 7738221. (IST 2016 - 2016 IEEE International Conference on Imaging Systems and Techniques, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • A system for automatic aorta sections measurements on chest CT

    Pfeffer, Y., Mayer, A., Zholkover, A. & Konen, E., 2016, Medical Imaging 2016: Computer-Aided Diagnosis. Tourassi, G. D. & Armato, S. G. (eds.). SPIE, 978505. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9785).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Automatic classification of cancer cells in multispectral microscopic images of lymph node samples

    Zimmerman-Moreno, G., Marin, I., Lindner, M., Barshack, I., Garini, Y., Konen, E. & Mayer, A., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3973-3976 4 p. 7591597. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Efficient low-dose CT denoising by locally-consistent non-local means (LC-NLM)

    Green, M., Marom, E. M., Kiryati, N., Konen, E. & Mayer, A., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Joskowicz, L., Sabuncu, M. R., Wells, W., Unal, G. & Ourselin, S. (eds.). Springer Verlag, p. 423-431 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9902 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    33 Scopus citations
  • 2014

    A functional test for the detection of infusion lines extravasation

    Mayer, A., Zholkover, A. & Keidan, I., 2 Nov 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 4180-4183 4 p. 6944545. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2010

    Piecewise smooth affine registration of point-sets with application to DT-MRI brain fiber-data

    Shadmi, R., Mayer, A., Sochen, N. & Greenspan, H., 2010, 2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings. p. 528-531 4 p. 5490292. (2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2008

    Adaptive mean-shift registration of white matter tractographies

    Zvitia, O., Mayer, A. & Greenspan, H., 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI. p. 692-695 4 p. 4541090. (2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Bundles of interest based registration of white matter tractographies

    Mayer, A. & Greenspan, H., 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI. p. 919-922 4 p. 4541147. (2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Classification Trees for fast segmentation of DTI brain fiber tracts

    Zimmerman-Moreno, G., Mayer, A. & Greenspan, H., 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops. 4562998. (2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • White matter tractographies registration using Gaussian mixture modeling

    Zvitia, O., Mayer, A. & Greenspan, H., 2008, Medical Imaging 2008: Image Processing. 69142G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6914).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2006

    Segmentation of brain MRI by adaptive mean shift

    Mayer, A. & Greenspan, H., 2006, 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings. p. 319-322 4 p. 1624917. (2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations
  • 2002

    A probabilistic framework for spatio-temporal video representation & indexing

    Greenspan, H., Goldberger, J. & Mayer, A., 2002, Computer Vision - ECCV 2002 - 7th European Conference on Computer Vision, Proceedings. Heyden, A., Sparr, G., Nielsen, M. & Johansen, P. (eds.). Springer Verlag, p. 461-475 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2353).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    34 Scopus citations