Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers

IEEE Transactions on Biomedical Engineering - Tập 67 Số 10 - Trang 2839-2848 - 2020
Margot Deviaene1, Pascal Borzée2, Merel M. van Gilst3,4, Johannes van Dijk3,4, Sebastiaan Overeem3,4, Bertien Buyse2, Dries Testelmans2, Sabine Van Huffel5, Carolina Varon6,7
1Department of Electrical Engineering-ESAT, STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Katholieke Universiteit Leuven, Leuven, Belgium
2Department of Pneumology, Leuven University Centre for Sleep and Wake Disorders, UZ Leuven
3Department of Electrical Engineering, Eindhoven University of Technology
4Kempenhaeghe Foundation, Sleep Medicine Centre
5Department of Electrical Engineering-ESAT, STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Katholieke Universiteit Leuven
6Circuits and Systems group, Delft University of Technology
7Department of Electrical Engineering-ESAT, STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven

Tóm tắt

Từ khóa


Tài liệu tham khảo

10.1371/journal.pmed.1001599

10.1016/j.jacc.2009.08.016

10.1093/eurheartj/ehy624

10.1097/HJH.0000000000000039

10.22489/CinC.2019.205

10.7717/peerj-cs.150

quan, 1997, The sleep heart health study: Design, rationale, and methods, Sleep, 20, 1077

redline, 1998, Methods for obtaining and analyzing unattended polysomnography data for a multicenter study, Sleep, 21, 759, 10.1093/sleep/21.7.759

10.1109/TNNLS.2015.2388696

10.1109/JBHI.2018.2817368

10.1161/CIRCULATIONAHA.109.901801

10.1378/chest.14-0970

10.1093/sleep/14.6.540

10.1016/S0140-6736(05)71141-7

10.1016/j.smrv.2016.10.002

10.5665/sleep.3140

10.1016/S2213-2600(15)00043-0

10.1016/j.smrv.2016.12.003

10.1371/journal.pone.0157318

10.1016/S0140-6736(08)61622-0

10.1016/j.cardfail.2016.09.004

10.5664/jcsm.2172

10.1016/j.physa.2005.08.080

billiet, 2018, Clinical decision support: Interpretability and applications in patient monitoring

vapnik, 2013, The Nature of Statistical Learning Theory

10.1164/rccm.200905-0773OC

10.1161/CIRCULATIONAHA.107.699579

10.1378/chest.112.4.875

10.1097/00004872-200403000-00009