4 citations · 6 across the 4 of their papers we have counts for
5 papers
VANDAM: Viewing a nucleotide sequence with DNA molecular priors
Jeremy Levy, Ariel Larey, Yury Nahshan +18
Contemporary Genomic Foundation Models (GFMs) rely on a DNA-as-a-string paradigm that employs masked token prediction objectives for pretraining. However, this abstraction does not…
Generalization in medical AI: a perspective on developing scalable models
Eran Zvuloni, Leo Anthony Celi, Joachim A. Behar
The scientific community is increasingly recognizing the importance of generalization in medical AI for translating research into practical clinical applications. A three-level sca…
PhysioZoo: The Open Digital Physiological Biomarkers Resource
Joachim A. Behar, Jeremy Levy, Eran Zvuloni +8
PhysioZoo is a collaborative platform designed for the analysis of continuous physiological time series. The platform currently comprises four modules, each consisting of a library…
Distortion measure of spectrograms for classification of respiratory diseases
Jeremy Levy, Alexander Naitsat, Yehoshua Y. Zeevi
A new method for the classification of respiratory diseases is presented. The method is based on a novel class of features, extracted from pulmonary sounds, by parameterizing their…
Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers
Jeremy Levy, Daniel Alvarez, Felix del Campo +1
Objective: Chronic obstructive pulmonary disease (COPD) is a highly prevalent chronic condition. COPD is a major source of morbidity, mortality and healthcare costs. Spirometry is…