Work

Automatic sleep-stage classification of heart rate and actigraphy data using deep and transfer learning approaches

Year: 2023

Type: article

Source: Computers in Biology and Medicine

DOI: 10.1016/j.compbiomed.2023.107193

Authors: Yaopeng J.X. Ma, Johannes Zschocke, Martin Glos, Maria Kluge, Thomas Penzel, Jan W. Kantelhardt, Ronny P. Bartsch

Institutions: Bar-Ilan University, Martin Luther University Halle-Wittenberg, Stiftung Charité, Charité – Universitätsmedizin Berlin

Language: English

Topic: Sleep and related disorders

Subfield: Experimental and Cognitive Psychology

Field: Psychology

Domain: Social Sciences

SDG: Good health and well-being

Open Access status: closed

Funders: New York University, Boston University, University of Minnesota, University of Washington, Johns Hopkins University, University of Arizona, Case Western Reserve University, German-Israeli Foundation for Scientific Research and Development, University of California, Davis, National Heart, Lung, and Blood Institute

Awards: G101872767, G1466802490, G1501427085, G1539514234, G2221547554, National Sleep Research Resource (NSRR), G3880825206, Sleep Heart Health Study, G6661059585, G7153820870, G7467910442, G7828690878, G8296645940

OpenAlex ID: W4381620792

FWCI: 4.062

Cites: 60

Cited by: 22

Related to: 10