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2019 Index IEEE Transactions on Biomedical Engineering Vol. 66

2019 IEEE Transactions on Biomedical Engineering  
., +, TBME Nov. 2019 3267-3277 A Novel Framework for Estimating Time-Varying Multivariate Autoregressive Models and Application to Cardiovascular Responses to Acute Exercise.  ...  Camarrone, F., +, TBME Feb. 2019 433-443 Parameter estimation A Novel Framework for Estimating Time-Varying Multivariate Autoregressive Models and Application to Cardiovascular Responses to Acute Exercise  ... 
doi:10.1109/tbme.2020.2964087 fatcat:mdfzsmdahnao5ccnuj232hycsm

Modelling the dynamic pattern of surface area in basketball and its effects on team performance

Rodolfo Metulini, Marica Manisera, Paola Zuccolotto
2018 Journal of Quantitative Analysis in Sports (JQAS)  
Using a time series of basketball players' coordinates, we focus on the dynamics of the surface area of the five players on the court with a two-fold purpose: (i) to give tools allowing a detailed description  ...  Specifically, we first employ a Markov Switching Model (MSM) to detect structural changes in the surface area.  ...  Our approach is based on Generalized Autoregressive Score (GAS) framework, also known as Dynamic Conditional Score (DCS) models, allowing parameters to vary over time and capturing the dynamics of time-varying  ... 
doi:10.1515/jqas-2018-0041 fatcat:b3qwsi7tqjg2vdo7gbjtiorv6m

2018 Index IEEE Transactions on Biomedical Engineering Vol. 65

2018 IEEE Transactions on Biomedical Engineering  
., and Oku, Y., Using Machine Learning and a Combination of Respiratory Flow, Laryngeal Motion, and Swallowing Sounds to Classify Safe and Unsafe Swallowing; TBME Nov.  ...  ., and Zheng, H., A Delayed-Excitation Data Acquisition Method for High-Frequency Ultrasound Imaging; TBME Jan. 2018 15-20 Qu, X., see Lu, H., TBME April 2018 809-820 Quigley, K.S., see Kleckner, I.R.,  ...  ., +, TBME Nov. 2018 2512-2518 Developing a Nonstationary Computational Framework With Application to Modeling Dynamic Modulations in Neural Spiking Responses.  ... 
doi:10.1109/tbme.2018.2890522 fatcat:xoblnegncrgmbmiu3r3hxntrxy

Mathematical models of cardiovascular control by the autonomic nervous system [article]

Michel Kana
2019 arXiv   pre-print
We additionally identified model parameters for estimating the resting sympathetic and parasympathetic tone which are believed to be linked to some pathological states.  ...  After statistical evaluation in the time and frequency domains, the data were especially used to resolving a constrained optimization task.  ...  A Closed-Loop Model of Cardiovascular Control Ursino and coworkers developed a complex distributed closed-loop model of the cardiovascular system and applied it to study exercise physiology.  ... 
arXiv:1901.05071v2 fatcat:xwjz7vvah5bx7nzlu26p6ho47y

Mining Electronic Health Records (EHRs)

Pranjul Yadav, Michael Steinbach, Vipin Kumar, Gyorgy Simon
2018 ACM Computing Surveys  
With this foundation, we then provide a systematic and methodological organization of existing data mining techniques used to model EHRs and discuss ideas for future research.  ...  In this manuscript, we provide a structured and comprehensive overview of data mining techniques for modeling EHR data.  ...  [288] developed a dynamic Poisson autoregressive model with exogenous input variables for flu forecasting where in they allowed the autoregressive model to change over time. Panahiazar et al.  ... 
doi:10.1145/3127881 fatcat:xil7qev3xbf3pmfv5vtak4f2jq

On Fitting Finite Dirichlet Mixture Using ECM and MML [chapter]

Nizar Bouguila, Djemel Ziou
2005 Lecture Notes in Computer Science  
The system is analysed for different active periods corresponding to the service time of an M/G/1 queue and the busy period of an M/G/1 queue.  ...  Fluid queue models play a vital role in the performance analysis of computer and telecommunication networks.  ...  As applications, we show how the classical umbral calculus provides a unifying framework for kstatistics, the unbiased estimators of cumulants, and their multivariate generalizations by a really simplified  ... 
doi:10.1007/11551188_19 fatcat:gtzi5u6emvfyxea3zbklobnvom

Health—exploring complexity: an interdisciplinary systems approach HEC2016

Eva Grill, Martin Müller, Ulrich Mansmann
2016 European Journal of Epidemiology  
Methods Our novel Bayesian framework may be applied to any regression model used to represent the dose-response relation.  ...  Conclusion Our novel Bayesian dose-response meta-analysis model selection framework accounting for study-specific exposure distributions and reference levels may substantially reduce bias in dose-response  ...  Second, due to a limited resource amount and time, the data crawled cover only a certain fraction of the estimated GHW. Third, the SVM classifier might have produced false positive results.  ... 
doi:10.1007/s10654-016-0183-1 pmid:27522353 fatcat:dcl3nbpygvh5fg7keri74h55ie

Remote Monitoring of Vital Signs in Diverse Non-Clinical and Clinical Scenarios Using Computer Vision Systems: A Review

Khanam, Al-Naji, Chahl
2019 Applied Sciences  
For noncontact physiological assessments, computer vision-based methods appear to be an advantageous approach that could be robust, hygienic, reliable, safe, cost effective and suitable for long distance  ...  monitoring, long distance detection, multi-camera fusion and accepted publicly available datasets are topics that still require research to enable the technology to mature into many real-world applications  ...  However, this method is susceptible to noise artefacts and is not suitable for real time application.  ... 
doi:10.3390/app9204474 fatcat:nmktufnimzbszavjkxv7rt5dhe

Abstracts of the 74th Annual Meeting of the American Psychosomatic Society, March 9–12, 2015. Denver, Colorado, USA

2016 Psychosomatic Medicine  
These processes, in turn, can set the stage for a range of healthy or harmful biological responses.  ...  To provide an opportunity for discussion and interaction between the audience and the panelists, we have limited the session to four talks without a discussant.  ...  Although a variety of factors can influence ECs, it is believed that hyperlipidemia and oxidized lipids are important variables in EC dysfunction, leading to increased chemotaxis, cell adhesion and monocyte  ... 
doi:10.1097/psy.0000000000000343 fatcat:vi5mex2kyre5jnbpsmu52va62u

Panel Data Methods and Applications to Health Economics [chapter]

Andrew M. Jones
2009 Palgrave Handbook of Econometrics  
Models for longitudinal data 5.1 Applications of linear models 5.2 Applications with categorical outcomes 5.3 Applications with count data 5.4 Applications of quantile regression and other semiparametric  ...  Many studies seek to use variation across time and events that takes the form of a quasi-experimental design, or "natural experiment", that mimics the features of a genuine experiment.  ...  They use discharge data for 20,995 patients admitted to acute hospitals in Quebec and Massachusetts between 1990 and 1992 and estimate a competing risks model for delay before surgery and postsurgery length  ... 
doi:10.1057/9780230244405_12 fatcat:4k3cr7zqwnegrdxaqm226mwj54

Meeting abstracts from the 4th International Clinical Trials Methodology Conference (ICTMC) and the 38th Annual Meeting of the Society for Clinical Trials

2017 Trials  
Acknowledgements With special thanks to the Bowel Disease Research Foundation.  ...  Acknowledgements Funded by the MRC North West Hub in Trials Methodological Research (MR/K025635/1) and the NIHR Health Technology Assessment programme (08/14/39).  ...  Bias bound estimation, multivariate meta-analysis, and modelling the selection process have been proposed.  ... 
doi:10.1186/s13063-017-1902-y fatcat:yt477zyq4vbi7cm6f3sozyl42u

32nd International Symposium on the Autonomic Nervous System

2021 Clinical Autonomic Research  
OH and 68 MSA-P patients evaluated at the NIH Clinical Center from 1990 to 2020.  ...  OH from the MSA-P group with a sensitivity of 92% and specificity of 96%. Conclusion: Cardiac 18F-dopamine PET scanning efficiently distinguishes PD ? OH from MSA-P.  ...  cardiovascular response to exercise.  ... 
doi:10.1007/s10286-021-00822-5 pmid:34564798 pmcid:PMC8475849 fatcat:oa7c2r6k2neabeh7tsgmt42ar4


2011 Diabetes  
Odds ratio of rapid GFR loss for subjects with KIM1 concentrations above median were OR (CI): 3.9 (1.9-7.9), p value 0.0002 in the univariate, and 2.7 (1.3-5.8), p value 0.009, in the multivariate model  ...  We propose that RSK is a novel regulator of insulin signaling and glucose metabolism by promoting IRS-1 S1101 phosphorylation.  ...  Regression models were adjusted for age, sex, season, ethnicity, baseline level of the outcome variable, PTH, and baseline and change in physical activity, vitamin D supplement use, and BMI.  ... 
doi:10.2337/db11-1-378 fatcat:x6jz522funauvb7ajpgeatiu7e

2021 Index IEEE Transactions on Instrumentation and Measurement Vol. 70

2021 IEEE Transactions on Instrumentation and Measurement  
Departments and other items may also be covered if they have been judged to have archival value. The Author Index contains the primary entry for each item, listed under the first author's name.  ...  The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, and article number.  ...  ., +, TIM 2021 8504211 A Novel Adaptive Filter for Cooperative Localization Under Time-Varying Delay and Non-Gaussian Noise.  ... 
doi:10.1109/tim.2022.3156705 fatcat:dmqderzenrcopoyipv3v4vh4ry


2019 Journal of Vascular Research  
A model for how vasomotion occurs and how the cGMP dependent, zinc sensitive conductance ensures coordinated activity of the smooth muscle cells will be provided.  ...  One of the notable features of HCC is hypervascularity which open the door for using angiogenic markers for HCC early detection; thus, herein we aimed to develop a novel score based on combination of angiogenic  ...  246 Short-Term Lipopolysaccharide Induces Aortic Valve Thickening and Valve Hemorrhage in ApoE*3Leiden Mice  ... 
doi:10.1159/000499516 pmid:34517367 fatcat:umhzslcdnngmldvnguqj2jbn4y
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