By Márton Áron Goda, Arie Oksenberg, Ali Azarbarzin and Joachim A Behar Publication: https://iopscience.iop.org/article/10.1088/1361-6579/ae3ef0/meta Pyppg toolbox used in the analysis: https://pyppg.readthedocs.io/en/latest/ Can a smartwatch tell the difference between apnea and hypopnea? Wearables already track heart rate, sleep timing, and sometimes even blood oxygen. But obstructive sleep apnea (OSA) isn’t just “events happened” vs. “events didn’t happen”—there are different kinds of...

By Benjamin A Cohen, Jonathan Fhima, Meishar Meisel, Baskin Meital, Luis Filipe Nakayama, Eran Berkowitz and Joachim A Behar URL: https://iopscience.iop.org/article/10.1088/1361-6579/ae3936 Part of the Lirot.ai project: https://www.aimlab-technion.com/lirot-ai Do we really need “retina-only” foundation models to detect AMD? Age-related macular degeneration (AMD) is a leading cause of irreversible vision loss, and scaling reliable screening from routine retinal photos (digital fundus images,...

This work represents a close collaboration between the following authors: Shany Brimer Biton, Jonathan Sobel, Anat Reiner Benaim, Eran Zvuloni, Ronit Almog, Julien Oster, Izhar Laufer, Ilan Green, Mahmoud Suleiman, Kenta Tsutsui, Leif Sörnmo, and Joachim A. Behar. Publication: https://iopscience.iop.org/article/10.1088/3049-477X/ae375f Models available on GitHub: https://github.com/aim-lab/arnet2 The collaboration brings together expertise from the Faculty of Biomedical Engineering at the...