Soroka University Medical Center

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  • 2022

    A DEEP ENSEMBLE LEARNING APPROACH TO LUNG CT SEGMENTATION FOR COVID-19 SEVERITY ASSESSMENT

    Ben-Haim, T., Sofer, R. M., Ben-Arie, G., Shelef, I. & Raviv, T. R., 1 Jan 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. Institute of Electrical and Electronics Engineers, p. 151-155 5 p. (Proceedings - International Conference on Image Processing, ICIP).

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

    Open Access
    5 Scopus citations
  • 2021

    A Bimanual Simulator for Optimizing Epidural Analgesia Skill Acquisition

    Davidor, N., Hayuni, T., Binyamin, Y. & Nisky, I., 6 Jul 2021, 2021 IEEE World Haptics Conference, WHC 2021. Institute of Electrical and Electronics Engineers, p. 342 1 p. (2021 IEEE World Haptics Conference, WHC 2021).

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

  • 2019

    A virtual reality-based training system for error-augmented treatment in patients with stroke

    Sror, L., Vered, M., Treger, I., Levy-Tzedek, S., Levin, M. F. & Berman, S., 1 Jul 2019, ICVR 2019 - International Conference on Virtual Rehabilitation. Institute of Electrical and Electronics Engineers, 8994483. (International Conference on Virtual Rehabilitation, ICVR; vol. 2019-July).

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

    5 Scopus citations

  • CT-GAN: Malicious tampering of 3D medical imagery using deep learning

    Mirsky, Y., Mahler, T., Shelef, I. & Elovici, Y., 1 Jan 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 461-478 18 p. (Proceedings of the 28th USENIX Security Symposium).

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

    126 Scopus citations

  • Hypotensive episode prediction in icus via observation window splitting

    Tsur, E., Last, M., Garcia, V. F., Udassin, R., Klein, M. & Brotfain, E., 1 Jan 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). Springer Verlag, p. 472-487 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

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

    6 Scopus citations

  • Potential of bacterial infection diagnosis using infrared spectroscopy of WBC and machine learning algorithms

    Agbaria, A. H., Salman, A., Beck, G., Lapidot, I., Rich, D. H., Kapelushnik, J., Huleihel, M. & Mordechai, S., 1 Jan 2019, Clinical and Preclinical Optical Diagnostics II. Brown, J. Q. & van Leeuwen, T. G. (eds.). SPIE, 1107315. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11073).

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

    2 Scopus citations

  • Using augmentation to improve the robustness to rotation of deep learning segmentation in robotic-assisted surgical data

    Itzkovich, D., Sharon, Y., Jarc, A., Refaely, Y. & Nisky, I., 1 May 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers, p. 5068-5075 8 p. 8793963. (Proceedings - IEEE International Conference on Robotics and Automation).

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

    18 Scopus citations
  • 2018

    The Impact of Introducing an Electronic Medical Record on the Use of Health Information Exchange in the Emergency Department

    Politi, L., Sagy, I., Codish, S. & Fink, L., 1 Jan 2018, ICIS 2017: Transforming Society with Digital Innovation. Association for Information Systems, (ICIS 2017: Transforming Society with Digital Innovation).

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

  • The Impact of Introducing an Electronic Medical Record on the Use of Health Information Exchange in the Emergency Department

    Politi, L., Sagy, I. M., Codish, S. & Fink, L., 2018, 38th International Conference on Information Systems: Transforming Society with Digital Innovation, ICIS 2017. Association for Information Systems

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

  • 2016

    Sleep apnea screening with a contact-free under-the-mattress sensor

    Davidovich, M. L. Y., Karasik, R., Tal, A. & Shinar, Z., 1 Mar 2016, Computing in Cardiology Conference, CinC 2016. Murray, A. (ed.). Institute of Electrical and Electronics Engineers, p. 849-852 4 p. 7868876. (Computing in Cardiology; vol. 43).

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

    22 Scopus citations
  • 2015

    Heart rate analysis by sparse representation for acute pain detection

    Tejman-Yarden, S., Levi, O., Beizerov, A., Parmet, Y., Nguyen, T., Saunders, M., Rudich, Z., Perry, J. C., Baker, D. G. & Moeller-Bertram, T., 1 Jan 2015, 16th Nordic-Baltic Conference on Biomedical Engineering - 16. NBC and 10. MTD 2014 Joint Conferences. Persson, M. & Mindedal, H. (eds.). Springer Verlag, p. 105-108 4 p. (IFMBE Proceedings; vol. 48).

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

  • Implementation of a distributed guideline-based decision support model within a patient-guidance framework

    Shalom, E., Shahar, Y., Goldstein, A., Ariel, E., Sheinberger, M., Fung, N., Jones, V. & van Schooten, B., 1 Jan 2015, Knowledge Representation for Health Care - AIME 2015 International Joint Workshop, KR4HC/ProHealth 2015, Revised Selected Papers. Reichert, M., Riaño, D., Peleg, M., ten Teije, A., Lenz, R. & Miksch, S. (eds.). Springer Verlag, p. 111-125 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9485).

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

    5 Scopus citations
  • 2014

    Usage Patterns of Health Information Exchange: Antecedents and Consequences.

    Politi, L., Codish, S., Sagy, I. & Fink, L., 2014, MCIS. p. 2 1 p.

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

  • Use of the virtual medical record data model for communication among components of a distributed decision-support system

    Gonzalez-Ferrer, A., Peleg, M., Parimbelli, E., Shalom, E., Marcos, C., Klebanov, G., Martinez-Sarriegui, I., Fung, N. L. S. & Broens, T., 1 Jan 2014, 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. Institute of Electrical and Electronics Engineers, p. 526-530 5 p. 6864418. (2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014).

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

    Open Access
    6 Scopus citations
  • 2013

    Patient-tailored workflow patterns from clinical practice guidelines recommendations

    Sacchi, L., Fux, A., Napolitano, C., Panzarasa, S., Peleg, M., Quaglini, S., Shalom, E., Soffer, P. & Tormene, P., 1 Jan 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, p. 392-396 5 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

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

    8 Scopus citations

  • Towards a realistic clinical-guidelines application framework: Desiderata, applications, and lessons learned

    Shalom, E., Fridman, I., Shahar, Y., Hatsek, A. & Lunenfeld, E., 1 Jan 2013, Process Support and Knowledge Representation in Health Care - BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Revised Selected Papers. Springer Verlag, p. 56-70 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7738 LNAI).

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

    7 Scopus citations
  • 2012

    Cardiac arrhythmia classification in 12-lead ECG using synthetic atrial activity signal

    Perlman, O., Zigel, Y., Amit, G. & Katz, A., 1 Dec 2012, 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012. 6376901. (2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012).

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

    7 Scopus citations

  • Radiation sensor based on a floating gate device

    Pikhay, E., Nemirovsky, Y., Roizin, Y., Dayan, V., Lavrenkov, K., Leibovich, Y. & Epstein, D., 1 Dec 2012, 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012. 6377101. (2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012).

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

    6 Scopus citations
  • 2011

    Maternal concern as a mediator of the relation between infant feeding disorders and maternal Emotional Availability (EA)

    Gueron, N., Atzaba-Poria, N., Meiri, G. & Yerushalmi, B., 2011, INFANT MENTAL HEALTH JOURNAL. Vol. 32. p. 21-22 2 p.

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

  • 2010

    Controlling Bond Characteristics by Impregnation

    Bentur, A., Tirosh, R., Yardimci, M., Puterman, M. & Peled, A., 2010, International RILEM Conference on Material Science. Vol. 1. p. 23-33 11 p.

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

  • Factors affecting physicians compliance with enrollment suggestions into a clinical reminders intervention

    Vashitz, G., Meyer, J., Parmet, Y., Liebermann, N. & Gilutz, H., 1 Jan 2010, Medinfo 2010 - Proceedings of the 13th World Congress on Medical Informatics. PART 1 ed. IOS Press, p. 796-800 5 p. (Studies in Health Technology and Informatics; vol. 160, no. PART 1).

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

    2 Scopus citations

  • The involvement of ZnT-1, a new modulator of cardiac L-type calcium channels, in remodeling atrial tachycardia

    Beharier, O., Etzion, Y., Levi, S., Mor, M., Mor, M., Dror, S., Kahn, J., Katz, A. & Moran, A., 1 Jan 2010, Analysis of Cardiac Development: From Embryo to Old Age. Blackwell Publishing Inc., p. 87-95 9 p. (Annals of the New York Academy of Sciences; vol. 1188).

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

    10 Scopus citations
  • 2009

    A methodological specification of a guideline for diagnosis and management of preeclampsia

    Hatsek, A., Shahar, Y., Taieb-Maimon, M., Shalom, E., Dubi-Sobol, A., Bar, G., Koyfman, A. & Lunenfeld, E., 2 Nov 2009, Knowledge Management for Health Care Procedures - ECAI 2008 Workshop, K4HelP 2008, Revised Selected Papers. p. 123-133 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5626 LNAI).

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

  • Automatic detection of pain in ECG signals

    Shaham, U., Tomer, E., Rudich, Z. & Tejman-Yarden, S., 1 Dec 2009, International Conference on Artificial Intelligence and Pattern Recognition 2009, AIPR 2009. p. 430-434 5 p. (International Conference on Artificial Intelligence and Pattern Recognition 2009, AIPR 2009).

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

  • Can Physicians Structure Clinical Guidelines? Experiments with a Mark-Up-Process Methodology

    Shalom, E., Shahar, Y., Taieb-Maimon, M., Bar, G., Martins, S. B., Young, O., Vaszar, L., Liel, Y., Yarkoni, A., Goldstein, M. K., Leibowitz, A., Marom, T. & Lunenfeld, E., 2 Nov 2009, Knowledge Management for Health Care Procedures - ECAI 2008 Workshop, K4HelP 2008, Revised Selected Papers. p. 67-80 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5626 LNAI).

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

    4 Scopus citations

  • Physicians bypass enrollment suggestions into a clinical reminders intervention

    Vashitz, G., Gilutz, H. & Meyer, J., 1 Jan 2009, 53rd Human Factors and Ergonomics Society Annual Meeting 2009, HFES 2009. Human Factors an Ergonomics Society Inc., p. 640-644 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 1).

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

  • 2008

    DeGeL: A clinical-guidelines library and automated guideline-support tools

    Hatsek, A., Young, O., Shalom, E. & Shahar, Y., 1 Jan 2008, Computer-based Medical Guidelines and Protocols: A Primer and Current Trends. IOS Press, p. 203-212 10 p. (Studies in Health Technology and Informatics; vol. 139).

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

    14 Scopus citations

  • Simultaneous left atrium volume tracking from echocardiographic movies

    Yaacobi, M., Liel-Cohen, N. & Guterman, H., 1 Dec 2008, 2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2008. p. 403-407 5 p. 4736558. (IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings).

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

    2 Scopus citations
  • 2007

    Acoustic monitoring of lung sounds for the detection of one lung intubation

    Tejman-Yarden, S., Zlotnik, A., Weizman, L., Tabrikian, J., Cohen, A., Weksler, N. & Gurman, G. M., 1 Jan 2007, 4th International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2007). Springer Verlag, p. 75-79 5 p. (IFMBE Proceedings; vol. 13).

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

  • Stress, immune function, and women's reproduction

    Nepomnaschy, P. A., Sheiner, E., Mastorakos, G. & Arck, P. C., 1 Jan 2007, Stress Responses. Blackwell Publishing Inc., p. 350-364 15 p. (Annals of the New York Academy of Sciences; vol. 1113).

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

    62 Scopus citations
  • 2006

    Acoustic monitoring of lung sounds for the detection of one lung intubation

    Tejman-Yarden, S., Zlotnik, A., Weizman, L., Gurman, G. M. & Tabrikian, J., 1 Jan 2006, ITRE 2006 - 4th International Conference on Information Technology: Research and Education, Proceedings. Institute of Electrical and Electronics Engineers, p. 186 1 p. 4266321. (ITRE 2006 - 4th International Conference on Information Technology: Research and Education, Proceedings).

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

  • The importance of creating an ontology-specific consensus before a markup-based specification of clinical guidelines

    Shalom, E., Shahar, Y., Lunenfeld, E., Taieb-Maimon, M., Young, O., Goren-Bar, D., Martins, S., Vaszar, L., Liel, Y. & Yarkoni, A., 2006, AI techniques in healthcare: evidencebased guidelines and protocols; Workshop at the 17th European Conference on Artificial Intelligence (ECAI-06).

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

  • 2005

    The causes and severity of human errors in intensive care units

    Tourgeman-Bashkin, O., Shinar, D. & Zmora, E., 1 Dec 2005, Healthcare Systems Ergonomics and Patient Safety: Human Factor, a Bridge Between Care and Cure - Proceedings of the International Conference HEPS 2005. p. 85-89 5 p. (Healthcare Systems Ergonomics and Patient Safety: Human Factor, a Bridge Between Care and Cure - Proceedings of the International Conference HEPS 2005).

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

  • 2004

    Automated recognition of clinical guidelines from electronic medical records

    Boldo, I., Shahar, Y., Laor, A. & Etzion, O., 2004, Notes of the 8th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP 2004), Stanford, CA.

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

  • 2003

    ACE2 provides an alternate pathway to the renin-angiotensin system

    Yagil, C., Crackower, M., Penninger, J., Weissgarten, J., Berman, S. & Yagil, Y., 2003, Journal of Hypertension: 13th European Meeting on Hypertension. Vol. 21. p. S43-S44

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

  • 2002

    A framework for a diabetes mellitus disease management system in Southern Israel

    Fox, M. A., Harman-Boehm, I., Weitzman, S. & Zelingher, J., 1 Jan 2002, Health Data in the Information Society - Proceedings of MIE 2002. IOS Press, p. 821-825 5 p. (Studies in Health Technology and Informatics; vol. 90).

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

  • On the use of hidden Markov models in infants' cry classification

    Lederman, D., Cohen, A., Zmora, E., Wermke, K., Hauschildt, S. & Stellzig-Eisenhauer, A., 1 Jan 2002, 22nd Convention of Electrical and Electronics Engineers in Israel, Proceedings. Institute of Electrical and Electronics Engineers, p. 350-352 3 p. 1178499. (IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings; vol. 2002-January).

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

    31 Scopus citations
  • 1984

    AUTOMATIC CLASSIFICATION OF INFANTS' HUNGER AND PAIN CRY.

    Cohen, A. & Zmora, E., 1 Dec 1984, Unknown Host Publication Title. Cappellini, V. & Constantinides, A. G. (eds.). North-Holland, p. 667-672 6 p.

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

    8 Scopus citations