publications

2022

  1. Preprint
    Fast Nonlinear Vector Quantile Regression
    Aviv A. Rosenberg, Sanketh Vedula, Yaniv Romano, and Alex M. Bronstein
    May 2022
  2. NatComm
    Codon-specific Ramachandran plots show amino acid backbone conformation depends on identity of the translated codon
    Aviv A. Rosenberg, Ailie Marx, and Alex M. Bronstein
    Nature Communications May 2022

2021

  1. PNAS
    Meeting the unmet needs of clinicians from AI systems showcased for cardiology with deep-learning–based ECG analysis
    Yonatan Elul, Aviv A. Rosenberg, Assaf Schuster, Alex M. Bronstein, and Yael Yaniv
    Proceedings of the National Academy of Sciences May 2021
  2. Nat. Dig. Med.
    Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use
    Jeremy Levy, Daniel Álvarez, Aviv A Rosenberg, Alexandra Alexandrovich, Félix Del Campo, and 1 more author
    NPJ Digital Medicine May 2021
  3. Frontiers
    Opening the Schrödinger Box: Short-and Long-Range Mammalian Heart Rate Variability
    Ido Weiser-Bitoun, Moran Davoodi, Aviv A Rosenberg, Alexandra Alexandrovich, and Yael Yaniv
    Frontiers in physiology May 2021

2020

  1. Nat. Sci. Rep.
    Signatures of the autonomic nervous system and the heart’s pacemaker cells in canine electrocardiograms and their applications to humans
    Aviv A Rosenberg, Ido Weiser-Bitoun, George E Billman, and Yael Yaniv
    Nature Scientific Reports May 2020

2018

  1. CinC
    Adding Two Dimensions to Heart Rate Variability Research
    Joachim A Behar, Ori Shemla, Ido Weiser-Bitoun, Aviv A Rosenberg, and Yael Yaniv
    In 2018 Computing in Cardiology Conference (CinC) May 2018
  2. MSc. Thesis
    Non-Invasive In-Vivo Analysis of Intrinsic Clock-Like Pacemaker Mechanisms: Decoupling Neural Input Using Heart Rate Variability Measurements
    May 2018
  3. Frontiers
    PhysioZoo: a novel open access platform for heart rate variability analysis of mammalian electrocardiographic data
    Joachim A Behar, Aviv A Rosenberg, Ido Weiser-Bitoun, Ori Shemla, Alexandra Alexandrovich, and 2 more authors
    Frontiers in Physiology May 2018
  4. Frontiers
    A universal scaling relation for defining power spectral bands in mammalian heart rate variability analysis
    Joachim A Behar, Aviv A Rosenberg, Ori Shemla, Kevin R Murphy, Gideon Koren, and 2 more authors
    Frontiers in Physiology May 2018

2017

  1. CinC
    Rhythm and quality classification from short ECGs recorded using a mobile device
    Joachim A Behar, Aviv A Rosenberg, Yael Yaniv, and Julien Oster
    In 2017 Computing in Cardiology (CinC) May 2017