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- research-articleSeptember 2022
Recognition of Congestive Heart Failure Based on a Complex Correlation Measure of the Heart Rate Signal
Pattern Recognition and Image Analysis (SPPRIA), Volume 32, Issue 3Pages 586–590https://doi.org/10.1134/S1054661822030233AbstractThe article examines the indicator of a complex correlation measure applied to the task of recognizing congestive heart failure by a heart rate signal. It is shown that the features of the Poincaré plot for the sequence of cardiointervals can be ...
- research-articleJune 2019
Comorbidity constructs for patients with congestive heart failure and their effect on hospital outcomes of care
PETRA '19: Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive EnvironmentsPages 196–203https://doi.org/10.1145/3316782.3322745We present a study of the cumulative effect of comorbidities on hospital length of stay (LOS), and hospital mortality, for patients with Congestive Heart Failure (CHF). This condition can be life-threatening, while a burdened disease profile ...
- research-articleApril 2018
3D medical objects processing and retrieval using spherical harmonics: a case study with congestive heart failure MRI exams
SAC '18: Proceedings of the 33rd Annual ACM Symposium on Applied ComputingPages 22–29https://doi.org/10.1145/3167132.3167168Spherical Harmonics (SPHARMs) have been widely used in the three-dimensional (3D) object processing domain. The harmonic coefficients generated by this mathematical theory are considered a robust source of information about 3D objects analyzed. This ...
- research-articleMay 2017
Mapping the health technology needs of congestive heart failure patients: user needs vs. feasibility
PervasiveHealth '17: Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for HealthcarePages 266–271https://doi.org/10.1145/3154862.3154916In health technology projects, user-driven requirements and ideas for functionalities often pose a challenge for research and development teams. Some of these are typical for the context of research projects while others are related to implementation in ...
- research-articleJanuary 2017
Simple Symbolic Dynamic of Heart Rate Variability Identify Patient with Congestive Heart Failure
Procedia Computer Science (PROCS), Volume 124, Issue CPages 197–204https://doi.org/10.1016/j.procs.2017.12.147AbstractSymbolic dynamics allows representing the heart rate variability signal into a common symbol that has been determined to ease the calculation process. The application of existing symbolic analysis can eliminate the information contained in those ...
- articleMarch 2015
Predictive Analytics for Readmission of Patients with Congestive Heart Failure
Information Systems Research (INFORMS-ISR), Volume 26, Issue 1Pages 19–39https://doi.org/10.1287/isre.2014.0553Mitigating preventable readmissions, where patients are readmitted for the same primary diagnosis within 30 days, poses a significant challenge to the delivery of high-quality healthcare. Toward this end, we develop a novel, predictive analytics model, ...
- ArticleJune 2012
A clinical observational study in the CHIRON project: rationale and expected results
ICOST'12: Proceedings of the 10th international smart homes and health telematics conference on Impact Ananlysis of Solutions for Chronic Disease Prevention and ManagementPages 74–82https://doi.org/10.1007/978-3-642-30779-9_10Remote monitoring of congestive heart failure and acute coronary disease (CHF/ACD) using automated monitoring devices and bespoke care pathways/protocols to give early warning of deterioration and facilitate pre-emptive action may be an important ...
- research-articleDecember 2011
Technology-enabled chronic disease management in under-resourced environments
ACWR '11: Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian ReliefPages 365–369https://doi.org/10.1145/2185216.2185313With the large international effort directed against malaria, tuberculosis, HIV/AIDS, and water-borne illnesses comes the inevitable emergence of chronic diseases as a major worldwide health threat. Management of chronic illness requires a partnership ...
- ArticleSeptember 2011
Symbolic Dynamics Analysis of Pathological Signals
IWCDM '11: Proceedings of the 2011 First International Workshop on Complexity and Data MiningPages 129–132https://doi.org/10.1109/IWCDM.2011.37Paper uses symbolic dynamics to study heartbeat time series from the normal subjects, patients with congestive heart failure and cardiac arrest patients. The results show that entropy value of normal people's heart beat signals is the maximum. ...
- ArticleJune 2011
Introducing home telemanagement of congestive heart failure using Xbox gaming platform
CBMS '11: Proceedings of the 2011 24th International Symposium on Computer-Based Medical SystemsPages 1–4https://doi.org/10.1109/CBMS.2011.5999126Gaming platforms enjoy growing recognition as useful means to facilitate consumer health. The potential of such widely used platforms as Xbox for self-management of chronic health conditions has not yet been fully uncovered. We developed a Home ...
- ArticleNovember 2010
Wavelet entropy measure based on matching pursuit decomposition and its analysis to heartbeat intervals
Any natural or biological signal can be seen as a linear combination of meaningful and non-meaningful structures. According to the theory of multiresolution wavelet expansions, one can quantify the degree of information those structures using entropy ...
- ArticleFebruary 2010
A Pilot Study of Home Automated Telemanagement (HAT) System in African Americans with Congestive Heart Failure
ETELEMED '10: Proceedings of the 2010 Second International Conference on eHealth, Telemedicine, and Social MedicinePages 90–94https://doi.org/10.1109/eTELEMED.2010.32Existing telemonitoring systems provide limited support in implementing personalized treatment plans.We developed a Home Automated Telemanagement (HAT) system for patients with congestive heart failure (CHF) to provide support in following ...
- ArticleFebruary 2007
Optimizing A-V and V-V delay in cardiac resynchronization therapy in simulations including ventricle heterogeneity
BIEN '07: Proceedings of the fifth IASTED International Conference: biomedical engineeringPages 20–25Congestive heart failure (CHF) is affecting more than 15 million people in the western population with an increasing number. Biventricular pacing as Cardiac Resynchronization Therapy (CRT) is a recognized therapy for the treatment of heart failure. The ...
- articleJanuary 2006
Statistical signal characterization for congestive heart failure patient's classification
This paper aims at investigating a new technique of time-domain analysis of heart variability (R-R interval (RRI)) for the screening of patients with Congestive Heart Failure (CHF). This method is based on the Statistical Signal Characterization (SSC) ...
- articleApril 2005
Prospective recruitment of patients with congestive heart failure using an ad-hoc binary classifier
Journal of Biomedical Informatics (JOBI), Volume 38, Issue 2Pages 145–153https://doi.org/10.1016/j.jbi.2004.11.016This paper addresses a very specific problem of identifying patients diagnosed with a specific condition for potential recruitment in a clinical trial or an epidemiological study. We present a simple machine learning method for identifying patients ...