Publications

Lior Weizman’s Publications:

Journal papers

  • P. Song, L. Weizman, J.F. Mota, Y.C. Eldar and M.R. Rodrigues, “Coupled dictionary learning for multi-contrast MRI reconstruction,” IEEE transactions on medical imaging, Vol. 39(3), pp. 621-633, 2019.‏
  • G. Mazor, L. Weizman, A. Tal and Y. C. Eldar, “Low Rank Magnetic Resonance Fingerprinting,” Medical Physics, Vol. 45(9), pp. 4066-4084, 2018.
  • L. Weizman, K. L. Miller, Y. C. Eldar and M. Chiew, “PEAR: PEriodic And fixed Rank separation for fast fMRI,” Medical Physics, Vol. 44(12), pp. 6166-6182, 2017.
  • L. Weizman, Y. C. Eldar and D. Ben Bashat, “Reference-based MRI,” Medical Physics, Vol. 43(10), pp. 5357-5369, 2016.
  • Weizman, Y. C. Eldar and D. Ben Bashat, “Compressed sensing for longitudinal MRI: An adaptive-weighted approach,” Medical Physics, Vol. 42(9), pp. 5195-5207, 2015.
  • B. Shofty, M. Mauha-Havakuk, L. Weizman, S. Constatini, D. Ben Bashat, R. Dvir, L. Pratt, L. Joskowicz, A. Kesler, M. Yalon, L. Ravid and L. Ben Sira, “The effect of chemotherapy on optic pathway gliomas and their sub-components; a volumetric MR analysis study,” Pediatric Blood and Cancer, Vol. 62(8), pp. 1353-1359, 2015.
  • L. Pratt, D. Helfer, L. Weizman, B. Shofty, S. Constantini, L. Joskowicz, D. Ben Bashat and L. Ben Sira, “Tumor burden evaluation in NF1 patients with plexiform neurofibromas in daily clinical practice,” Acta Neurochirurgica, Vol. 157(5), pp. 885-861, 2015.
  • L. Weizman, L. Ben Sira, L. Joskowicz, D. Rubin, K.W. Yeom, S. Constatini, B. Shofty and D. Ben Bashat, “Semiautomatic segmentation and follow-up of multicomponent low-grade tumors in longitudinal brain MRI studies,” Medical Physics, Vol. 41(5), pp. 523031-14, 2014.
  • L. Weizman, D. Helfer, D. Ben Bashat, L. Pratt, L. Joskowicz, S. Constatini, B. Shofty and L. Ben Sira, “PNist: Interactive Volumetric Measurements of Plexiform Neurofibromas in MRI Scans,” International Journal of Computer Assisted Radiology and Surgery,Vol 9(4), pp.683-693, 2014.
  • L. Weizman, L. Ben Sira, L. Joskowicz, S. Constatini, R. Precel, B. Shofty and D. Ben Bashat, “Automatic segmentation, internal classification, and follow-up of optic pathway gliomas in MRI,” Medical Image Analysis, Vol. 16(1), pp. 177-188, 2012.
  • L. Weizman, L. Hoch, D. Ben Bashat, L. Joskowicz, L. Pratt, S. Constatini and L. Ben Sira, “Interactive Segmentation of Plexiform Neurofibroma Tissue: Method and Preliminary Performance Evaluation,” Medical and Biological Engineering and Computing, Vol. 50(8), pp. 877-884, 2012.
  • M. Freiman, L. Joskowicz, N. Broide, M. Natanzon, E. Nammer, O. Shilon, L. Weizman, and J. Sosna, “Carotid vasculature modeling from patient CT angiography studies for interventional procedures simulation,” International Journal of Computer Assisted Radiology and Surgery,Vol. 7(5), pp. 799-812, 2012.
  • B. Shofty, L. Weizman, L. Joskowicz, S. Constatini, A. Kesler, D. Ben Bashat, M. Yalon, R. Dvir, S. Freedman, J. Ruth and L. Ben Sira, “MRI internal segmentation of Optic Pathway Gliomas; Clinical implementation of a novel algorithm,” Child’s Nervous systems, Vol. 27(8), pp. 1265-1272, 2011.
  • D.E. Bar, K.Woloelsky, Y. Swirski, Z. Figov, A. Michaeli, Y. Vaynzof, Y. Abramovitz, A. Ben-Dov, O. Yaron, L. Weizman and R. Adar, “Target detection and verification via airborne hyperspectral and high resolution imagery processing and fusion”, IEEE Sensors Journal, Vol. 10(3), pp. 707-711, 2010.
  • L. Weizman and J. Goldberger, “Classification of Hyperspectral Remote-Sensing Images Using Discriminative Linear Projections”, International Journal of Remote-Sensing, Vol. 30(21), pp.5605-5607, 2009.
  • L. Weizman and J. Goldberger, “Urban Area Segmentation Using Visual Words”, IEEE Geoscience and Remote-Sensing Letters, Vol. 6(3), pp. 388-392,2009.
  • L. Weizman, J. Tabrikian and A. Cohen, , “Detection of one-lung intubation incidents”, Annals of Biomedical Engineering, Vol. 36(11), pp. 1844-1855, 2008.
  • S. Tejman-Yarden, A. Zlotnik, L. Weizman, J. Tabrikian, A. Cohen, N. Weksler and G. Gurman, “Acoustic Monitoring of Lung Sounds for the Detection of One-Lung Intubation:, Anesth. Analg., Vol. 105, pp. 397-404, 2007.

Full length peer-reviewed conference proceedings

  • L. Weizman, K. L. Miller, Y. C. Eldar, O. Maayan and M. Chiew, “PEAR: Periodic and a-periodic signal separation for fast fMRI,” Proceedings of the 39th international conference of the IEEE Engineering in Medicine and Biology (EMBC), pp. 505-508, 2017.
  • G. Mazor, L. Weizman, A. Tal and Y. C. Eldar, “Low rank magnetic resonance fingerprinting,” Proceedings of the 38th international conference of the IEEE Engineering in Medicine and Biology (EMBC), 2016. pp. 439-442, 2016.
  • J. F. C. Mota, L. Weizman, N. Deligiannis, Y. C. Eldar and M. R. D. Rodrigues, “Reference-based compressed sensing: A sample complexity approach,” Proceedings of the 41st IEEE international conference on Acoustic, Speech and Signal Processing (ICASSP), pp. 4687-4691, 2016.
  • L. Weizman, Y. C. Eldar, A. Eilam, S. Londner, M. Artzi and D. Ben-Bashat, “Fast reference-based MRI,” Proceedings of the 37th international conference of the IEEE Engineering in Medicine and Biology (EMBC), pp. 7486-7489, 2015.
  • L. Weizman, O. Rahamim, R. Dekel, Y. C. Eldar and Ben-Bashat, “Exploiting similarity in adjacent slices for compressed sensing MRI,” Proceedings of the 36th international conference of the IEEE Engineering in Medicine and Biology (EMBC), pp. 1549-1552, 2014.
  • L. Weizman, L. Joskowicz and D. Ben-Bashat, “Fast MRI for repeated scans,” Second international workshop on sparsity in medical imaging (STMI), in conjunction with MICCAI 2014.
  • L. Weizman, L. Ben-Sira, L. Joskowicz, O. Aizenstein, Ben Shofty, S. Constantini and D. Ben-Bashat, “Prediction of brain MR scans in longitudinal tumor follow-up studies,” N. Ayache, H. Delingette, P. Golland and K. Mori (Eds.): MICCAI 2012, Part I, Springer LNCS 7511, pp.179-187, 2012.
  • L. Weizman, L. Hoch, L. Ben-Sira, L. pratt, L. Joskowicz, S. Constantini and D. Ben-Bashat, “Plexiform neurofibroma tissue classification, ” Proc. of SPIE, vol. 7962, 2011.
  • L. Weizman, L. Joskowicz, L. Ben-Sira, B. Shofty, S. Constantini and D. Ben-Bashat, “Longitudinal assessment of brain tumors using a repeatable prior-based segmentation,” Proceedings of the 18th IEEE International Symposium on Biomedical Imaging (ISBI) pp, 1733-1736, 2011.
  • L. Weizman, L. Ben-Sira, L. Joskowicz, , R. Precel, S. Constantini and D. Ben-Bashat, “Automatic segmentation and components classification of optic pathway gliomas in MRI,” T. Jiang et. al. (Eds.): MICCAI 2010, Part I, Springer LNCS 6361, pp. 103-110, 2010. (Presented as oral presentation in MICCAI 2010).
  • L. Weizman, L. Joskowicz, L. Ben-Sira, R. Precel and D. Ben-Bashat, “Automatic segmentation of optic pathway gliomas in MRI,” Proceedings of the 17th IEEE International Symposium on Biomedical Imaging (ISBI) pp. 920-923,2010.
  • M. Freiman, N. Broide, M. Natanzon, E.Nammer, O. Shilon, L. Weizman, L. Joskowicz and J. Sosna, “Vessels-Cut: a graph based approach to patient-specific carotid arteries modeling,” N. Magnenat-Thalmann (Ed.): 3DPH 2009, Springer LNCS 5903, pp. 1-12, 2009.
  • L. Weizman and J. Goldberger, “Detection of Urban Zones in Satellite Images using Visual Words”. Proceedings of the 28th International Geoscience and Remote Sensing Symposium (IGARSS), Vol. 5, pp. V-160 – V-163, 2008.
  • L. Weizman and J. Goldberger, “A Classification Based Linear-Projection of Labeled Hyperspectral Data”. Proceedings of the 27th International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3202-3205, 2007
  • S. Tejman-Yarden, A. Zlotnik, L. Weizman, J. Tabrikian, A. Cohen, N. Weksler and G. Gurman, “Acoustic Monitoring of Lung Sounds for the Detection of One-Lung Intubation”. Proceedings of the 4th Workshop on Wearable and Implantable Body Sensor Networks (BSN), pp. 75-79, 2007.
  • L. Weizman, J. Tabrikian and A. Cohen, “Detection of One Lung Intubation by Monitoring Lungs Sounds”. Proceedings of the 26th International Conference on Engineering in Medicine and Biology Society (EMBC), pp. 917-920, 2004.

Selected peer-reviewed abstracts

  • L. Pollack-Zuckerman, L. Weizman, Y. C. Eldar, D. Ben Bashar, M. Arzi and M. Irani, “Laplacian pyramid based data fusion for high resolution dynamic MRI,” ISMRM 2018,
  • L. Weizman, J. F. C. Mota, P. Song, Y. C. Eldar and M. R. D. RodriguesA. Tal and Y. C. Eldar, “Joint Multicontrast MRI Reconstruction,” Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2017.
  • G. Mazor, L. Weizman, A. Tal and Y. C. Eldar, “Magnetic Resonance Fingerprinting by exploiting Low Rank,” Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2017.
  • J. F. C. Mota, L. Weizman, N. Deligiannis, Y. C. Eldar and M. R. D. Rodrigues, “Reweighted ℓ1-norm minimization with guarantees: An incremental measurement approach to sparse reconstruction,” Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2017.
  • L. Weizman, K. Miller, Y. C. Eldar, M. Chiew, “Acceleration of functional MRI data acquisition by separation of background and dynamic components,” European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), Joint annual meeting, Magnetic Resonance Material in Physics, Biology and Medicine, vol. 29, pp. S317-S318, 2016.
  • B. Shofty, M. Mauda-Havakuk, S. Constantini, D. Ben -Bashat, R. Dvir, L. Paratt, L. Weizman, L. Joskowicz, M. Tal, L. Ravid, L. Ben-Sira, “The effect of chemotherapy on optic pathway gliomas and their sub components; a volumetric MR analysis,” The European Association of Neurosurgical Analysis (EANS) meeting, 2013.
  • L. Weizman, D. Helfer, L. Pratt, L. Ben Sira, D. Ben Bashat, L. Joskowicz, S. Constatini, “Fast Plexiform Neurofibroma Semi Automatic Tumor Segmentation,” Proceedings of the 20th IEEE International Symposium on Biomedical Imaging (ISBI), 2013.
  • L. Weizman, L. Joskowicz, D. Ben Bashat, B. Shofty, S. Constatini, L. Ben Sira, “MRI internal segmentation of optic pathway gliomas: clinical implementation of a novel algorithm,” Proceedings of the 19th IEEE International Symposium on Biomedical Imaging (ISBI), 2012.
  • B. Shofty, L. Weizman, L. Joskowicz, A. Kesler, D. Ben Bashat, M. Yalon, R. Dvir, S. Freedman, J. Ruth, L. Ben Sira and S. Constatini, “Insights into volumetric and sub-segmentation long-term analysis of treated OPG patient receiving chemotherapy,” Proceedings of the 15th international Symposium on Pediatric Neuro-Oncology, vol. 14, pp. i71, 2012.
  • L. Weizman, D. Ben Bashat, L. Joskowicz, B. Shofty, S. Constantini and L. Ben Sira, “Tumor classification for volumetric tracking of optic pathway gliomas in longitudinal studies: method and case study,” Proceedings of the 26th Int. Conf. on Computer Assisted Radiology and Surgery (CARS 2012), pp. 516-517, 2012.
  • L. Weizman, L. Hoch, L. Ben Sira, L. Joskowicz, L.-T. Pratt, S. Constantini and D. Ben Bashat,“Semi-automatic plexiform neurofibroma tissue segmentation,” Proceedings of the 25th Int. Conf. on Computer Assisted Radiology and Surgery (CARS 2011), 325-326, 2011.
  • L. Ben-Sira, L. Weizman, , L. Joskowicz, S. Constantini, R. Precel and D. Ben-Bashat, “Automatic segmentation of optic pathway gliomas using multipaprametric MRI methods,” International Society for Magnetic Resonance in Medicine (ISMRM), Joint annual meeting, 2010.
  • M. Natanzon, N. Broide, M. Freiman, E.Nammer, L. Weizman, O. Shilon, L. Joskowicz and J. Sosna, “Patient-specific modeling of the carotid arteries for surgical simulation,” Proceedings of the 23th Int. Conf. on Computer Assisted Radiology and Surgery (CARS 2009), pp. 81-82, 2009.
  • D. E. Bar, K.Woloelsky, Y. Swirski, Z. Figov, A. Michaeli, Y. Vaynzof, Y. Abramovitz, A. Ben-Dov, O. Yarona and L. Weizman, “Anomaly Detection and Verification via Airborne Hyperspectral and High Resolution Imagery Processing and Fusion”, International Symposium on Spectral Sensing Research, 2008.
  • S. Tejman-Yarden, A. Zlotnik, L. Weizman, G. Gurman and J. Tabrikian, “Acoustic Monitoring of Lung Sounds for the Detection of One-Lung Intubation”. Proceedings of the International Conference on Information Technology: Research and Education (ITRE) , pp. 186, 2006.

Other

  • M. Freiman, J. Frank, L. Weizman, E. Nammer,O. Shilon, L. Joskowicz and J. Sosna, “Nearly automatic vessels segmentation using graph-based energy minimization,” Proc. 3D Segmentation in the Clinic: A Grand Challenge III workshop, Carotid bifurcation evaluation, 12th Int. Conf. on Medical Image Computing and Computer-Assisted Intervention, London, UK, 2009. published online
  • L. Weizman, M. Freiman and L. Joskowicz, “Implementation of weighted Dijkstra’s shortest-path algorithm for n-D images”, Insight Journal, 2009. published online

Patents

  • Y. Steinberg, L. Weizman and I. Litman, “System for determining object status and method thereof,” PCT WO2020202159A1, 2020.
  • D. D. Moskovich, Y. Steinberg and L. Weizman, “A system for denoising motion artifact signals and method thereof,” US Patent Application no. 20220287645A1, 2019.
  • L. Pollak-Zuckerman, M. Irani, L. Weizman, Y.C. Eldar, D. Ben Bashat and M. Arzi, “Local transform-based data fusion for high resolution dynamic MRI,” PCT WO2019229758A1, 2018
  • L. Weizman, Y. C. Eldara and D. Ban-Bashat, “Exploiting Similarity in Adjacent Slices for Compressed Sensing MRI”, US Patent no. 9,619,904B2, filed on April 2017.
  • L. Weizman, L. Joskowicz and D. Ban-Bashat, “Method of and system for accelerating repeated magnetic resonance imaging”, PCT WO2019229758A1, 2015
  • L. Joskowicz, L. Weizman, S. Constantini, L. Ben-Sira, D. Ban-Bashat and B. Shofty, “Computer-based Tumors Analysis and Follow-up in Radiological Oncology Studies”, US Patent Application no. 61/563670, patent pending, filed on Nov 2011.
  • G. Gurman, N. Tejman-Yarden, J. Tabrikian, L. Weizman and A. Cohen, “Apparatus and Method for the Detection of One-Lung Intubation By Monitoring Sounds”, US Patent Application no. 20090024046, published on Janualy 2009.