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Eyal Klang

  • One Gustave L. Levy Place Box 1003 New York, NY 10029

    United States

  • One Gustave L. Levy Place

    10029-6574 New York

    United States

Calculated based on number of publications stored in Pure and citations from Scopus
20142025

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  • 2022

    Supervised pretraining through contrastive categorical positive samplings to improve COVID-19 mortality prediction

    Wanyan, T., Lin, M., Klang, E., Menon, K. M., Gulamali, F. F., Azad, A., Zhang, Y., Ding, Y., Wang, Z., Wang, F., Glicksberg, B. & Peng, Y., 7 Aug 2022, Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022. Association for Computing Machinery, Inc, 9. (Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022).

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

    Open Access
    7 Scopus citations

  • Weakly Supervised Multimodal 30-Day All-Cause Mortality Prediction for Pulmonary Embolism Patients

    Cahan, N., Marom, E. M., Soffer, S., Barash, Y., Konen, E., Klang, E. & Greenspan, H., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

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

    7 Scopus citations
  • 2021

    RV strain classification from 3D CTPA scans using weakly supervised residual attention model

    Cahan, N., Marom, E. M., Soffer, S., Barash, Y., Konen, E., Klang, E. & Greenspan, H., 2021, Medical Imaging 2021: Computer-Aided Diagnosis. Mazurowski, M. A. & Drukker, K. (eds.). SPIE, 115971P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11597).

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

  • 2018

    Anatomical data augmentation for CNN based pixel-wise classification

    Ben-Cohen, A., Klang, E., Amitai, M. M., Goldberger, J. & Greenspan, H., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1096-1099 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    Open Access
    12 Scopus citations

  • Automatic liver volume segmentation and fibrosis classification

    Bal, E., Klang, E., Amitai, M. & Greenspan, H., 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 1057506. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

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

    6 Scopus citations

  • Synthetic data augmentation using GAN for improved liver lesion classification

    Frid-Adar, M., Klang, E., Amitai, M., Goldberger, J. & Greenspan, H., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 289-293 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    Open Access
    626 Scopus citations
  • 2017

    Modeling the intra-class variability for liver lesion detection using a multi-class patch-based CNN

    Frid-Adar, M., Diamant, I., Klang, E., Amitai, M., Goldberger, J. & Greenspan, H., 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. 129-137 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

    28 Scopus citations

  • Virtual PET images from CT data using deep convolutional networks: Initial results

    Ben-Cohen, A., Klang, E., Raskin, S. P., Amitai, M. M. & Greenspan, H., 2017, Simulation and Synthesis in Medical Imaging - 2nd International Workshop, SASHIMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Gooya, A., Frangi, A. F., Tsaftaris, S. A. & Prince, J. L. (eds.). Springer Verlag, p. 49-57 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10557 LNCS).

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

    68 Scopus citations
  • 2016

    Fully convolutional network for liver segmentation and lesions detection

    Ben-Cohen, A., Diamant, I., Klang, E., Amitai, M. & Greenspan, H., 2016, Deep Learning and Data Labeling for Medical Applications - 1st International Workshop, LABELS 2016, and 2nd International Workshop, DLMIA 2016 Held in Conjunction with MICCAI 2016, Proceedings. Lu, Z., Belagiannis, V., Tavares, J. M. R. S., Cardoso, J. S., Bradley, A., Papa, J. P., Nascimento, J. C., Loog, M., Cornebise, J., Carneiro, G., Mateus, D. & Peter, L. (eds.). Springer Verlag, p. 77-85 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10008 LNCS).

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

    218 Scopus citations

  • Sparsity-based liver metastases detection using learned dictionaries

    Ben-Cohen, A., Klang, E., Amitai, M. & Greenspan, H., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, p. 1195-1198 4 p. 7493480. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

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

    4 Scopus citations
  • 2015

    Multi-phase liver lesions classification using relevant visual words based on mutual information

    Diamant, I., Goldberger, J., Klang, E., Amitai, M. & Greenspan, H., 21 Jul 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 407-410 4 p. 7163898. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

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

    21 Scopus citations
  • 2014

    Automatic detection and segmentation of liver metastatic lesions on serial CT examinations

    Ben Cohen, A., Diamant, I., Klang, E., Amitai, M. & Greenspan, H., 2014, Medical Imaging 2014: Computer-Aided Diagnosis. SPIE, 903519. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9035).

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

    10 Scopus citations