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Aviv A. Rosenberg
Aviv A. Rosenberg
Computer Science Faculty, Technion
Verificeret mail på cs.technion.ac.il - Startside
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PhysioZoo: a novel open access platform for heart rate variability analysis of mammalian electrocardiographic data
JA Behar, AA Rosenberg, I Weiser-Bitoun, O Shemla, A Alexandrovich, ...
Frontiers in physiology 9, 1390, 2018
1072018
Meeting the unmet needs of clinicians from AI systems showcased for cardiology with deep-learning–based ECG analysis
Y Elul, AA Rosenberg, A Schuster, AM Bronstein, Y Yaniv
Proceedings of the National Academy of Sciences 118 (24), e2020620118, 2021
512021
Signatures of the autonomic nervous system and the heart’s pacemaker cells in canine electrocardiograms and their applications to humans
AA Rosenberg, I Weiser-Bitoun, GE Billman, Y Yaniv
Scientific Reports 10 (1), 9971, 2020
462020
Codon-specific Ramachandran plots show amino acid backbone conformation depends on identity of the translated codon
AA Rosenberg, A Marx, AM Bronstein
Nature communications 13 (1), 2815, 2022
392022
Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use
J Levy, D Álvarez, AA Rosenberg, A Alexandrovich, F Del Campo, ...
NPJ digital medicine 4 (1), 1, 2021
312021
Rhythm and quality classification from short ECGs recorded using a mobile device
JA Behar, AA Rosenberg, Y Yaniv, J Oster
2017 Computing in Cardiology (CinC), 1-4, 2017
292017
A universal scaling relation for defining power spectral bands in mammalian heart rate variability analysis
JA Behar, AA Rosenberg, O Shemla, KR Murphy, G Koren, GE Billman, ...
Frontiers in physiology 9, 1001, 2018
282018
An amino-domino model described by a cross-peptide-bond Ramachandran plot defines amino acid pairs as local structural units
AA Rosenberg, N Yehishalom, A Marx, AM Bronstein
Proceedings of the National Academy of Sciences 120 (44), e2301064120, 2023
82023
Opening the Schrödinger box: Short-and long-range mammalian heart rate variability
I Weiser-Bitoun, M Davoodi, AA Rosenberg, A Alexandrovich, Y Yaniv
Frontiers in physiology 12, 665709, 2021
72021
Fast Nonlinear Vector Quantile Regression
AA Rosenberg, S Vedula, Y Romano, A Bronstein
The Eleventh International Conference on Learning Representations (ICLR), 2023
52023
Non-Invasive In-Vivo Analysis of Intrinsic Clock-Like Pacemaker Mechanisms: Decoupling Neural Input Using Heart Rate Variability Measurements
AA Rosenberg
Technion, Israel Institute of Technology, 2018
32018
A dataset of alternately located segments in protein crystal structures
AA Rosenberg, A Marx, AM Bronstein
Scientific Data 11 (1), 783, 2024
22024
Vector Quantile Regression on Manifolds
M Pegoraro, S Vedula, AA Rosenberg, I Tallini, E Rodolà, AM Bronstein
arXiv preprint arXiv:2307.01037, 2023
22023
Machine learning approaches demonstrate that protein structures carry information about their genetic coding
L Ackerman-Schraier, AA Rosenberg, A Marx, AM Bronstein
Scientific Reports 12 (1), 21968, 2022
22022
Non-invasive analysis of sinoatrial node and autonomic nervous input to heart function
Y Yaniv, A Rosenberg
US Patent 11,399,727, 2022
12022
Heart rate variability analysis in mammalians
Y Yaniv, J Behar, A Rosenberg
US Patent App. 17/259,172, 2021
12021
Adding two dimensions to heart rate variability research
JA Behar, O Shemla, I Weiser-Bitoun, AA Rosenberg, Y Yaniv
2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018
12018
Defining amino acid pairs as structural units suggests mutation sensitivity to adjacent residues
AA Rosenberg, N Yehishalom, A Marx, A Bronstein
bioRxiv, 2022.10. 23.513383, 2022
2022
Recording Silence–Accurate Annotation of the Genetic Sequence Is Required to Better Understand How Synonymous Coding Affects Protein Structure and Disease
AA Rosenberg, AM Bronstein, A Marx
Single Nucleotide Polymorphisms: Human Variation and a Coming Revolution in …, 2022
2022
PhysioZoo: Open source software for heart rate variability analysis of mammal electrophysiological data
J Behar, A Rosenberg, A Alexandrovich, Y Elul, O Shemlas, Y Yaniv
JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY 109, 13-13, 2017
2017
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