Department of Bio-Medical Engineering

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  • 2025

    CXR-DINO: Paving the Way for a Medical Vision Foundation Model through Self-Supervised Learning in Chest X-Ray Analysis

    Burshtein, E., Cahan, N., Ayzenberg, L. & Greenspan, H., 2025, Medical Imaging 2025: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 1340604. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13406).

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

  • Optical sensors for monitoring enzymatic activity

    Bisker, G., 2025, Frontiers in Biological Detection: From Nanosensors to Systems XVII. Danielli, A., Miller, B. L. & Weiss, S. M. (eds.). SPIE, 133380C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13338).

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

  • 2024

    DINOv2 Based Self Supervised Learning for Few Shot Medical Image Segmentation

    Ayzenberg, L., Giryes, R. & Greenspan, H., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

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

    Open Access
    2 Scopus citations

  • Evidence of Increased Adaptation of Omicron SARS-CoV-2 Codons to Humans

    Davidson, A., Parr, M., Totzeck, F., Churkin, A., Barash, D., Frishman, D. & Tuller, T., 2024, Comparative Genomics - 21st International Conference, RECOMB-CG 2024, Proceedings. Scornavacca, C. & Hernández-Rosales, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 248-270 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14616 LNBI).

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

  • PLST: A Pseudo-labels with a Smooth Transition Strategy for Medical Site Adaptation

    Bar Natan, T., Greenspan, H. & Goldberger, J., 2024, Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, DART 2023, Held in Conjunction with MICCAI 2023, Proceedings. Koch, L., Cardoso, M. J., Ferrante, E., Kamnitsas, K., Islam, M., Jiang, M., Rieke, N., Tsaftaris, S. A. & Yang, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 31-40 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14293 LNCS).

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

  • Revisiting the Effects of MDR1 Variants Using Computational Approaches

    Gutman, T. & Tuller, T., 2024, Comparative Genomics - 21st International Conference, RECOMB-CG 2024, Proceedings. Scornavacca, C. & Hernández-Rosales, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 226-247 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14616 LNBI).

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

  • 2023

    Detecting Anatomy Openings in the Left Atrium Via a Triangular Ultrasonic Array Using Deep Learning

    Baram, A., Ovadia, O., Zurakhov, G., Giyras, R., Turkel, E. & Greenspan, H., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

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

  • PLPP: A Pseudo Labeling Post-Processing Strategy for Unsupervised Domain Adaptation

    Natan, T. B., Greenspan, H. & Goldberger, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

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

    2 Scopus citations
  • 2022

    Adaptation of a Multi-Site Network to a New Clinical Site Via Batch-Normalization Similarity

    Kasten Serlin, S., Goldberger, J. & 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

    3 Scopus citations

  • Class-Based Attention Mechanism for Chest Radiograph Multi-Label Categorization

    Sriker, D., Greenspan, H. & Goldberger, J., 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

    5 Scopus citations

  • Deep learning based multiple sclerosis lesion detection utilizing synthetic data generation and soft attention mechanism

    Shmueli, O. Z., Solomon, C., Ben-Eliezer, N. & Greenspan, H., 2022, Medical Imaging 2022: Computer-Aided Diagnosis. Drukker, K. & Iftekharuddin, K. M. (eds.). SPIE, 120330R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12033).

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

    3 Scopus citations

  • Imaging and sensing in the nIR using fluorescent single-walled carbon nanotubes

    Bisker, G., 2022, Label-free Biomedical Imaging and Sensing (LBIS) 2022. Shaked, N. T. & Hayden, O. (eds.). SPIE, 119720D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11972).

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

    2 Scopus citations

  • Supervised Domain Adaptation Using Gradients Transfer for Improved Medical Image Analysis

    Goodman, S., Greenspan, H. & Goldberger, J., 2022, Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, DART 2022, Held in Conjunction with MICCAI 2022, Proceedings. Kamnitsas, K., Koch, L., Islam, M., Xu, Z., Cardoso, J., Dou, Q., Rieke, N. & Tsaftaris, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 23-32 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13542 LNCS).

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

  • Unsupervised Site Adaptation by Intra-site Variability Alignment

    Goodman, S., Kasten Serlin, S., Greenspan, H. & Goldberger, J., 2022, Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, DART 2022, Held in Conjunction with MICCAI 2022, Proceedings. Kamnitsas, K., Koch, L., Islam, M., Xu, Z., Cardoso, J., Dou, Q., Rieke, N. & Tsaftaris, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 56-65 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13542 LNCS).

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

  • Using Computational Synthetic Biology Tools to Modulate Gene Expression Within a Microbiome

    Chitayat Levi, L., Rippin, I., Ben Tulila, M., Galron, R. & Tuller, T., 2022, Comparative Genomics - 19th International Conference, RECOMB-CG 2022, Proceedings. Jin, L. & Durand, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 235-259 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13234 LNBI).

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

  • Weakly Supervised Brain Tumor Segmentation via Semantic Affinity Deep Neural Network

    Yerachmiel, M. & Greenspan, H., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 120323B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

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

    3 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

    Automated triage of covid-19 from various lung abnormalities using chest ct features

    Amran, D., Frid-Adar, M., Sagie, N., Nassar, J., Kabakovitch, A. & Greenspan, H., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 155-159 5 p. 9433803. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    Open Access
    2 Scopus citations

  • COVID-19 opacity segmentation in chest CT via HydraNet: A joint learning multi-decoder network

    Sagie, N., Almog, S., Talby, A. & Greenspan, H., 2021, Medical Imaging 2021: Computer-Aided Diagnosis. Mazurowski, M. A. & Drukker, K. (eds.). SPIE, 115971U. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11597).

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

    2 Scopus citations

  • Deep learning analysis on raw image data: Case study on holographic cell analysis

    Gozes, G., Ben Baruch, S., Rotman-Nativ, N., Roitshtain, D., Shaked, N. T. & Greenspan, H., 2021, Medical Imaging 2021: Computer-Aided Diagnosis. Mazurowski, M. A. & Drukker, K. (eds.). SPIE, 1159723. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11597).

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

    1 Scopus citations

  • Harnessing generative adversarial networks to generate synthetic mitosis images for classification of cell images

    Gozes, G., Shkolyar, A., Gefen, A., Benayahu, D. & Greenspan, H., 2021, Medical Imaging 2021: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 1160309. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11603).

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

    1 Scopus citations

  • Improved CycleGAN with application to COVID-19 classification

    Bar-El, A., Cohen, D., Cahan, N. & Greenspan, H., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 1159614. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

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

    10 Scopus citations

  • Improved segmentation by adversarial U-Net

    Sriker, D., Cohen, D., Cahan, N. & Greenspan, H., 2021, Medical Imaging 2021: Computer-Aided Diagnosis. Mazurowski, M. A. & Drukker, K. (eds.). SPIE, 1159719. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11597).

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

    3 Scopus citations

  • Learning rotation invariant features for cryogenic electron microscopy image reconstruction

    Bibas, K., Weiss-DIcker, G., Cohen, D., Cahan, N. & Greenspan, H., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 563-566 4 p. 9433789. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    Open Access
    4 Scopus citations

  • Marginal Contribution Feature Importance - an Axiomatic Approach for Explaining Data

    Catav, A., Fu, B., Zoabi, Y., Weiss-Meilik, A., Shomron, N., Ernst, J., Sankararaman, S. & Gilad-Bachrach, R., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 1324-1335 12 p. (Proceedings of Machine Learning Research; vol. 139).

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

    15 Scopus citations

  • Optical Nanosensors in the Near-Infrared Spectral Window

    Bisker, G., May 2021, 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings).

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

  • Optical Nanosensors in the Near-Infrared Spectral Window

    Bisker, G., May 2021, 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings).

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

    6 Scopus citations

  • Robust Model Compression Using Deep Hypotheses

    Armstrong, O. & Gilad-Bachrach, R., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 6688-6695 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 8A).

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

    Open Access
    1 Scopus citations

  • 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

  • Style encoding for class-specific image generation

    Cohen Hochberg, D., Giryes, R. & Greenspan, H., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 1159631. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

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

    3 Scopus citations

  • Transfer Learning via Parameter Regularization for Medical Image Segmentation

    Sagie, N., Greenspan, H. & Goldberger, J., 2021, 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 985-989 5 p. (European Signal Processing Conference; vol. 2021-August).

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

    3 Scopus citations

  • Transfer Learning with a Layer Dependent Regularization for Medical Image Segmentation

    Sagie, N., Greenspan, H. & Goldberger, J., 2021, Machine Learning in Medical Imaging - 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Yan, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 161-170 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12966 LNCS).

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

  • Trees with Attention for Set Prediction Tasks

    Hirsch, R. & Gilad-Bachrach, R., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4250-4261 12 p. (Proceedings of Machine Learning Research; vol. 139).

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

    3 Scopus citations
  • 2020

    A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis

    Gozes, O., Frid-Adar, M., Sagie, N., Kabakovitch, A., Amran, D., Amer, R. & Greenspan, H., 2020, Thoracic Image Analysis - Second International Workshop, TIA 2020, Held in Conjunction with MICCAI 2020, Proceedings. Petersen, J., San José Estépar, R., Schmidt-Richberg, A., Gerard, S., Lassen-Schmidt, B., Jacobs, C., Beichel, R. & Mori, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 84-93 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12502 LNCS).

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

    12 Scopus citations

  • Bone Structures Extraction and Enhancement in Chest Radiographs via CNN Trained on Synthetic Data

    Gozes, O. & Greenspan, H., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 858-861 4 p. 9098738. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    Open Access
    7 Scopus citations

  • Core/Shell Iron Oxide@Gold nanoparticles for dual-modal CT/MRI imaging

    Betzer, O., Motiei, M., Dreifuss, T., Sadan, T., Omer, N., Blumenfeld-Katzir, T., Liu, Z., Ben-Eliezer, N. & Popovtzer, R., 2020, Nanoscale Imaging, Sensing, and Actuation for Biomedical Applications XVII. Fixler, D., Goldys, E. M. & Wachsmann-Hogiu, S. (eds.). SPIE, 112541F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11254).

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

    8 Scopus citations

  • Learning Probabilistic Fusion of Multilabel Lesion Contours

    Cohen, G., Greenspan, H. & Goldberger, J., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 767-771 5 p. 9098540. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    3 Scopus citations

  • Nodule2vec: A 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation

    Kravets, I., Heletz, T. & Greenspan, H., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 599-608 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12266 LNCS).

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

  • Novel Driver Synonymous Mutations in the Coding Regions of GCB Lymphoma Patients Improve the Transcription Levels of BCL2

    Shami-Schnitzer, O., Zafir, Z. & Tuller, T., 2020, Mathematical and Computational Oncology - Second International Symposium, ISMCO 2020, 2020, Proceedings. Bebis, G., Alekseyev, M., Cho, H., Gevertz, J. & Rodriguez Martinez, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 108-118 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12508 LNBI).

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

  • 2019

    A mixture of views network with applications to the classification of breast microcalcifications

    Shachor, Y., Greenspan, H. & Goldberger, J., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1065-1069 5 p. 8759433. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

    Open Access
    3 Scopus citations

  • A Soft STAPLE Algorithm Combined with Anatomical Knowledge

    Kats, E., Goldberger, J. & Greenspan, H., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P.-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 510-517 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11766 LNCS).

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

    17 Scopus citations

  • A Sparsely Distributed Intra-cardial Ultrasonic Array for Real-Time Endocardial Mapping

    Baram, A., Greenspan, H. & Freidman, Z., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P.-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 272-280 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11768 LNCS).

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

    1 Scopus citations

  • Automatic Segmentation of Muscle Tissue and Inter-muscular Fat in Thigh and Calf MRI Images

    Amer, R., Nassar, J., Bendahan, D., Greenspan, H. & Ben-Eliezer, N., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P.-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 219-227 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11765 LNCS).

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

    18 Scopus citations

  • Deep Feature Learning from a Hospital-Scale Chest X-ray Dataset with Application to TB Detection on a Small-Scale Dataset

    Gozes, O. & Greenspan, H., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4076-4079 4 p. 8856729. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

    Open Access
    29 Scopus citations

  • Endotracheal Tube Detection and Segmentation in Chest Radiographs Using Synthetic Data

    Frid-Adar, M., Amer, R. & Greenspan, H., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P.-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 784-792 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11769 LNCS).

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

    17 Scopus citations

  • Fiber-enhanced Raman spectroscopy as a tool for an early detection of Alzheimer's disease biomarkers

    Eravuchira, P. J., Banchelli, M., D'Andrea, C., De Angelis, M., Matteini, P. & Gannot, I., 2019, Optical Fibers and Sensors for Medical Diagnostics and Treatment Applications XIX. Gannot, I. & Gannot, I. (eds.). SPIE, 1087211. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10872).

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

    1 Scopus citations

  • Fiber optic middle infrared evanescent wave spectroscopy for early detection of melanoma

    Basov, S., Platkov, M., Goldberg, I., Dankner, Y., Weinstein, M., Goryachev, A., Raichlin, Y., Sprecher, E. & Katzir, A., 2019, Optical Fibers and Sensors for Medical Diagnostics and Treatment Applications XIX. Gannot, I. & Gannot, I. (eds.). SPIE, 7 p. 108720Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10872).

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

    2 Scopus citations

  • Hierarchical Fine-Tuning for joint Liver Lesion Segmentation and Lesion Classification in CT

    Heker, M., Ben-Cohen, A. & Greenspan, H., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 895-898 4 p. 8857127. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

    Open Access
    6 Scopus citations

  • Improving CNN Training using Disentanglement for Liver Lesion Classification in CT

    Ben-Cohen, A., Mechrez, R., Yedidia, N. & Greenspan, H., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 886-889 4 p. 8857465. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

    Open Access
    18 Scopus citations

  • Label-free quantitative classification of cancer cells measured by interferometric phase microscopy

    Shaked, N. T., 2019, CLEO: Applications and Technology, CLEO_AT 2019. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F127-CLEO_AT 2019).

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