1. PNAS
    An amino domino model described by a cross peptide bond Ramachandran plot defines amino acid pairs as local structural units
    Aviv A. Rosenberg, Nitsan YehiShalom, Ailie Marx, and Alex M Bronstein
    Proceedings of the National Academy of Sciences, 2023
  2. ICML Workshop
    Vector Quantile Regression on Manifolds
    Marco Pegoraro, Sanketh Vedula, Aviv A. Rosenberg, Irene Tallini, Emanuele Rodolà, and 1 more author
    In ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023
  3. ICML Workshop
    Continuous Vector Quantile Regression
    Sanketh Vedula, Irene Tallini, Aviv A. Rosenberg, Marco Pegoraro, Emanuele Rodolà, and 2 more authors
    In ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023
  4. ICLR
    Fast Nonlinear Vector Quantile Regression
    Aviv A. Rosenberg, Sanketh Vedula, Yaniv Romano, and Alex M. Bronstein
    In The Eleventh International Conference on Learning Representations , 2023


  1. Scientific Reports
    Machine learning approaches demonstrate that protein structures carry information about their genetic coding
    Linor Ackerman-Schraier, Aviv A. Rosenberg, Ailie Marx, and Alex M. Bronstein
    Scientific Reports, 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


  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


  1. Scientific Reports
    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


  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
    Technion, Israel Institute of Technology, 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


  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