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Jeremy Levy
Jeremy Levy
Verified email at campus.technion.ac.il
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Year
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
252021
The 2023 wearable photoplethysmography roadmap
PH Charlton, J Allen, R Bailón, S Baker, JA Behar, F Chen, GD Clifford, ...
Physiological measurement 44 (11), 111001, 2023
132023
Descriptive characteristics of continuous oximetry measurement in moderate to severe COVID-19 patients
JA Sobel, J Levy, R Almog, A Reiner-Benaim, A Miller, D Eytan, JA Behar
Scientific Reports 13 (1), 442, 2023
102023
Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers
J Levy, D Álvarez, F Del Campo, JA Behar
Physiological Measurement 42 (5), 054001, 2021
102021
Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry
J Levy, D Álvarez, F Del Campo, JA Behar
Nature Communications 14 (1), 4881, 2023
92023
PhysioZoo ECG: Digital electrocardiography biomarkers to assess cardiac conduction
S Gendelman, S Biton, R Derman, E Zvuloni, J Levy, S Lugassy, ...
2021 Computing in Cardiology (CinC) 48, 1-4, 2021
72021
Generalization in medical AI: a perspective on developing scalable models
JA Behar, J Levy, LA Celi
arXiv preprint arXiv:2311.05418, 2023
32023
Liquid biopsy-based volatile organic compounds from blood and urine and their combined data sets for highly accurate detection of cancer
R Einoch Amor, J Levy, YY Broza, R Vangravs, S Rapoport, M Zhang, ...
ACS sensors 8 (4), 1450-1461, 2023
32023
Classification of audio signals using spectrogram surfaces and extrinsic distortion measures
J Levy, A Naitsat, YY Zeevi
EURASIP Journal on Advances in Signal Processing 2022 (1), 100, 2022
32022
Classification of 12-lead ECGs using digital biomarkers and representation learning
D Assaraf, J Levy, J Singh, A Chocron, JA Behar
2020 Computing in Cardiology, 1-4, 2020
32020
Positional sleep apnea phenotyping using machine learning and digital oximetry biomarkers
YB Sason, J Levy, A Oksenberg, J Sobel, JA Behar
Physiological Measurement 44 (8), 085001, 2023
22023
DUDE: Deep Unsupervised Domain adaptation using variable nEighbors for physiological time series analysis
J Levy, N Ben-Moshe, U Shalit, J Behar
2023
PhysioZoo: The Open Digital Physiological Biomarkers Resource
JA Behar, J Levy, E Zvuloni, S Gendelman, A Rosenberg, S Biton, ...
2023 Computing in Cardiology (CinC) 50, 1-4, 2023
2023
LungNet: a deep learning model for diagnosis of respiratory pathologies from lung sounds
J Levy, A Raz-Pasteur, P Ovics, T Arraf, Y Dotan, YY Zeevi
2023 5th International Conference on Bio-engineering for Smart Technologies …, 2023
2023
Classification of audio signals using spectrogram surfaces and inherent distortion measures
J Levy, A Naitsat, YY Zeevi
2022
Distortion measure of spectrograms for classification of respiratory diseases
J Levy, A Naitsat, YY Zeevi
arXiv preprint arXiv:2106.02429, 2021
2021
The Use of Digital Stethoscope and Analysis of Lung Sound Recordings Based on Geometric Distortion of the Spectrographic Representations
G Shallufi, R Bar-Yoseph, M Gur, Y Toukan, K Masarweh, Y Ben-David, ...
PEDIATRIC PULMONOLOGY 56, S146-S146, 2021
2021
Descriptive characteristics of continuous oximetry measurement in moderate to severe COVID-19 patients (preprint)
JA Sobel, J Levy, R Almog, AR Benaim, A Miller, D Eytan, JA Behar
2021
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