Published on in Vol 7, No 1 (2019): January

Preprints (earlier versions) of this paper are available at, first published .
In-Home Cardiovascular Monitoring System for Heart Failure: Comparative Study

In-Home Cardiovascular Monitoring System for Heart Failure: Comparative Study

In-Home Cardiovascular Monitoring System for Heart Failure: Comparative Study


  1. Ding E, Ensom E, Hafer N, Buchholz B, Picard M, Dunlap D, Rogers E, Lawton C, Koren A, Lilly C, Fitzgibbons T, McManus D. Point-of-care technologies in heart, lung, blood and sleep disorders from the Center for Advancing Point-of-Care Technologies. Current Opinion in Biomedical Engineering 2019;11:58 View
  2. Sadek I, Heng T, Seet E, Abdulrazak B. A New Approach for Detecting Sleep Apnea Using a Contactless Bed Sensor: Comparison Study. Journal of Medical Internet Research 2020;22(9):e18297 View
  3. Hersek S, Semiz B, Shandhi M, Orlandic L, Inan O. A Globalized Model for Mapping Wearable Seismocardiogram Signals to Whole-Body Ballistocardiogram Signals Based on Deep Learning. IEEE Journal of Biomedical and Health Informatics 2020;24(5):1296 View
  4. Aydemir V, Nagesh S, Shandhi M, Fan J, Klein L, Etemadi M, Heller J, Inan O, Rehg J. Classification of Decompensated Heart Failure From Clinical and Home Ballistocardiography. IEEE Transactions on Biomedical Engineering 2020;67(5):1303 View
  5. Christle J, Hershman S, Torres Soto J, Ashley E. Mobile Health Monitoring of Cardiac Status. Annual Review of Biomedical Data Science 2020;3(1):243 View
  6. Yao Y, Shin S, Mousavi A, Kim C, Xu L, Mukkamala R, Hahn J. Unobtrusive Estimation of Cardiovascular Parameters with Limb Ballistocardiography. Sensors 2019;19(13):2922 View
  7. Chen Y, Du J, Sun X, Li Q, Qin M, Xiao Q, Bryan M. Treatment of Left Ventricular Circulation Disorder: Application of Echocardiography Information Data Monitoring. JMIR Medical Informatics 2020;8(9):e19110 View
  8. Bhatia A, Maddox T. Remote Patient Monitoring in Heart Failure: Factors for Clinical Efficacy. International Journal of Heart Failure 2021;3(1):31 View
  9. Nakagawa A, Kim J, Nakajima K. Personal Identification Using a Ballistocardiogram During Urination Obtained from a Toilet Seat. Advanced Biomedical Engineering 2020;9(0):233 View
  10. Chang I, Mak S, Armanfard N, Boger J, Grace S, Arcelus A, Chessex C, Mihailidis A. Quantification of Resting-State Ballistocardiogram Difference Between Clinical and Non-Clinical Populations for Ambient Monitoring of Heart Failure. IEEE Journal of Translational Engineering in Health and Medicine 2020;8:1 View
  11. Bakogiannis C, Tsarouchas A, Mouselimis D, Lazaridis C, Theofillogianakos E, Billis A, Tzikas S, Fragakis N, Bamidis P, Papadopoulos C, Vassilikos V. A Patient-Oriented App (ThessHF) to Improve Self-Care Quality in Heart Failure: From Evidence-Based Design to Pilot Study. JMIR mHealth and uHealth 2021;9(4):e24271 View
  12. dos Santos Silva A, Almeida H, da Silva H, Oliveira A. Design and evaluation of a novel approach to invisible electrocardiography (ECG) in sanitary facilities using polymeric electrodes. Scientific Reports 2021;11(1) View
  13. Quesada O, Shandhi M, Beach S, Dowling S, Tandon D, Heller J, Etemadi M, Roy S, Gonzalez Velez J, Inan O, Klein L. Use of Ballistocardiography to Monitor Cardiovascular Hemodynamics in Preeclampsia. Women's Health Reports 2021;2(1):97 View
  14. Malik A, Boger J. Zero-Effort Ambient Heart Rate Monitoring Using Ballistocardiography Detected Through a Seat Cushion: Prototype Development and Preliminary Study. JMIR Rehabilitation and Assistive Technologies 2021;8(2):e25996 View
  15. Silva-Cardoso J, González Juanatey J, Comin-Colet J, Sousa J, Cavalheiro A, Moreira E. The Future of Telemedicine in the Management of Heart Failure Patients. Cardiac Failure Review 2021;7 View
  16. Harrington N, Bui Q, Wei Z, Hernandez-Pacheco B, DeYoung P, Wassell A, Duwaik B, Desai A, Bhatt D, Agnihotri P, Owens R, Coleman T, King K. Passive longitudinal weight and cardiopulmonary monitoring in the home bed. Scientific Reports 2021;11(1) View
  17. Zhou J, McNabb J, DeCapite N, Ruiz J, Fisher D, Grego S, Chakrabarty K. Stool Image Analysis for Digital Health Monitoring By Smart Toilets. IEEE Internet of Things Journal 2023;10(5):3720 View
  18. Uskovas G, Valinevicius A, Zilys M, Navikas D, Frivaldsky M, Prauzek M, Konecny J, Andriukaitis D. A Novel Seismocardiogram Mathematical Model for Simplified Adjustment of Adaptive Filter. Electronics 2022;11(15):2444 View
  19. Bhatia A, Ewald G, Maddox T. The Novel Data Collection and Analytics Tools for Remote Patient Monitoring in Heart Failure (Nov-RPM-HF) Trial: Protocol for a Single-Center Prospective Trial. JMIR Research Protocols 2022;11(6):e32873 View
  20. Moses J, Adibi S, Angelova M, Islam S. Smart Home Technology Solutions for Cardiovascular Diseases: A Systematic Review. Applied System Innovation 2022;5(3):51 View
  21. Jang Y, Sim J, Yang J, Kwon N. Improving heart rate variability information consistency in Doppler cardiogram using signal reconstruction system with deep learning for Contact-free heartbeat monitoring. Biomedical Signal Processing and Control 2022;76:103691 View
  22. Kataria S, Ravindran V. Harnessing of real-world data and real-world evidence using digital tools: utility and potential models in rheumatology practice. Rheumatology 2022;61(2):502 View
  23. Scherrenberg M, Marinus N, Giallauria F, Falter M, Kemps H, Wilhelm M, Prescott E, Vigorito C, De Kluiver E, Cipriano G, Dendale P, Hansen D. The need for long-term personalized management of frail CVD patients by rehabilitation and telemonitoring: A framework. Trends in Cardiovascular Medicine 2023;33(5):283 View
  24. Giorgi D, Bastiani L, Morales M, Pascali M, Colantonio S, Coppini G. Cardio-metabolic risk modeling and assessment through sensor-based measurements. International Journal of Medical Informatics 2022;165:104823 View
  25. Ge T, Rahimzadeh V, Mintz K, Park W, Martinez-Martin N, Liao J, Park S. Passive monitoring by smart toilets for precision health. Science Translational Medicine 2023;15(681) View
  26. Ge T, Chan C, Lee B, Liao J, Park S. Smart toilets for monitoring COVID-19 surges: passive diagnostics and public health. npj Digital Medicine 2022;5(1) View
  27. Mohanty N, Ghosh A, Jindal S. IoT based Resuscitation and Hypoxemia Diagnosis System using Embedded Microcontroller Architecture and IFTTT Implementation. IOP Conference Series: Materials Science and Engineering 2022;1225(1):012057 View
  28. Schutte A. The promise and pitfalls of novel cuffless blood pressure devices. European Heart Journal 2022;43(41):4222 View
  29. . Trends in Passive IoT Biomarker Monitoring and Machine Learning for Cardiovascular Disease Management in the U.S. Elderly Population. Advances in Geriatric Medicine and Research 2023 View
  30. Yao Y, Shandhi M, Hahn J, Inan O, Mukkamala R, Xu L. What filter passband should be applied to the ballistocardiogram?. Biomedical Signal Processing and Control 2023;85:104909 View
  31. Hermsen S, Verbiest V, Buijs M, Wentink E. Perceived Use Cases, Barriers, and Requirements for a Smart Health-Tracking Toilet Seat: Qualitative Focus Group Study. JMIR Human Factors 2023;10:e44850 View
  32. Al Younis S, Hadjileontiadis L, Stefanini C, Khandoker A. Non-invasive technologies for heart failure, systolic and diastolic dysfunction modeling: a scoping review. Frontiers in Bioengineering and Biotechnology 2023;11 View
  33. Dowdeswell B, Sinha R, Kuo M, Seet B, Hoseini A, Ghaffarianhoseini A, Sabit H. Healthcare in Asymmetrically Smart Future Environments: Applications, Challenges and Open Problems. Electronics 2023;13(1):115 View
  34. Landry C, Peterson S, Arami A. Nonlinear Dynamic Modeling of Blood Pressure Waveform: Towards an Accurate Cuffless Monitoring System. IEEE Sensors Journal 2020;20(10):5368 View

Books/Policy Documents

  1. Demirbilek O. Internet of Things for Human-Centered Design. View
  2. Salman H, Al‐Ruweidi M, Ouakad H, Yalcin H. Predicting Heart Failure. View