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Published on May 1, 2018in IEEE Transactions on Neural Networks 7.98
Jianyong Wang1
Estimated H-index: 1
(Sichuan University),
Lei Zhang60
Estimated H-index: 60
(Sichuan University)
+ 1 AuthorsZhang Yi33
Estimated H-index: 33
(Sichuan University)
Memory is one of the most important mechanisms in recurrent neural networks (RNNs) learning. It plays a crucial role in practical applications, such as sequence learning. With a good memory mechanism, long term history can be fused with current information, and can thus improve RNNs learning. Developing a suitable memory mechanism is always desirable in the field of RNNs. This paper proposes a novel memory mechanism for RNNs. The main contributions of this paper are: 1) an auxiliary memory unit ...
3 Citations Source Cite
Published on Dec 1, 2017in Scientific Reports 4.12
Bryce Yapps (UMD: University of Maryland, College Park), Sungtae Shin1
Estimated H-index: 1
(UMD: University of Maryland, College Park)
+ 5 AuthorsAndrew T. Reisner23
Estimated H-index: 23
(Harvard University)
Vasopressor infusion (VPI) is used to treat hypotension in an ICU. We studied compliance with blood pressure (BP) goals during VPI and whether a statistical model might be efficacious for advance warning of impending hypotension, compared with a basic hypotension threshold alert. Retrospective data were obtained from a public database. Studying adult ICU patients receiving VPI at submaximal dosages, we analyzed characteristics of sustained hypotension episodes (>15 min) and then developed a logi...
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Published on May 1, 2017in Intensive Care Medicine 15.01
Pierre-Grégoire Guinot13
Estimated H-index: 13
,
Osama Abou-Arab3
Estimated H-index: 3
+ 9 AuthorsSaid Kamel32
Estimated H-index: 32
Purpose To evaluate the ability of an algorithm based on dynamic arterial elastance to decrease the duration of norepinephrine treatment.
7 Citations Source Cite
Published on Jan 1, 2017in IEEE Access 3.56
Min Chen62
Estimated H-index: 62
(HUST: Huazhong University of Science and Technology),
Yixue Hao12
Estimated H-index: 12
(HUST: Huazhong University of Science and Technology)
+ 2 AuthorsLin Lin Wang1
Estimated H-index: 1
(HUST: Huazhong University of Science and Technology)
With big data growth in biomedical and healthcare communities, accurate analysis of medical data benefits early disease detection, patient care, and community services. However, the analysis accuracy is reduced when the quality of medical data is incomplete. Moreover, different regions exhibit unique characteristics of certain regional diseases, which may weaken the prediction of disease outbreaks. In this paper, we streamline machine learning algorithms for effective prediction of chronic disea...
47 Citations Source Cite
Published on Oct 1, 2016in British Journal of Pharmacology 6.81
Harriet Kamendi4
Estimated H-index: 4
(AstraZeneca),
Herbert Barthlow10
Estimated H-index: 10
(AstraZeneca)
+ 4 AuthorsRussell Bialecki12
Estimated H-index: 12
(AstraZeneca)
Background and Purpose While the molecular pathways of baclofen toxicity are understood, the relationships between baclofen-mediated perturbation of individual target organs and systems involved in cardiovascular regulation are not clear. Our aim was to use an integrative approach to measure multiple cardiovascular-relevant parameters [CV: mean arterial pressure (MAP), systolic BP, diastolic BP, pulse pressure, heart rate (HR); CNS: EEG; renal: chemistries and biomarkers of injury] in tandem wit...
2 Citations Source Cite
Published on Jan 1, 2016in IEEE Journal of Biomedical and Health Informatics 3.85
Ramin Bighamian3
Estimated H-index: 3
(UMD: University of Maryland, College Park),
Sadaf Soleymani6
Estimated H-index: 6
(SC: University of Southern California)
+ 2 AuthorsJin-Oh Hahn18
Estimated H-index: 18
(UMD: University of Maryland, College Park)
In this study, we present a system identification approach to the mathematical modeling of hemodynamic responses to vasopressor-inotrope agents. We developed a hybrid model called the latency-dose–response-cardiovascular (LDC) model that incorporated 1) a low-order lumped latency model to reproduce the delay associated with the transport of vasopressor-inotrope agent and the onset of physiological effect, 2) phenomenological dose–response models to dictate the steady-state inotropic, chronotropi...
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Published on Jan 1, 2015in Critical Care 6.42
Pierre-Grégoire Guinot13
Estimated H-index: 13
,
E. Bernard8
Estimated H-index: 8
+ 2 AuthorsEmmanuel Lorne16
Estimated H-index: 16
Introduction Gradual reduction of the dosage of norepinephrine (NE) in patients with septic shock is usually left to the physician’s discretion. No hemodynamic indicator predictive of the possibility of decreasing the NE dosage is currently available at the bedside. The respiratory pulse pressure variation/respiratory stroke volume variation (dynamic arterial elastance (Eadyn)) ratio has been proposed as an indicator of vascular tone. The purpose of this study was to determine whether Eadyn can ...
14 Citations Source Cite
Published on Jan 1, 2014in IEEE Transactions on Biomedical Engineering 4.29
Ramin Bighamian3
Estimated H-index: 3
(UMD: University of Maryland, College Park),
Andrew T. Reisner23
Estimated H-index: 23
,
Jin-Oh Hahn18
Estimated H-index: 18
(UMD: University of Maryland, College Park)
This paper presents a new analytic tool for automated control of vasopressor infusion, which uses measured changes in blood pressure to infer changes in the underlying cardiovascular system and then estimate dose-response relationships for the underlying cardinal cardiovascular parameters, i.e., those related to cardiac output (CO) and total peripheral resistance (TPR). Ultimately, blood pressure as a function of vasopressor dose is predicted based on the estimated underlying cardiovascular stat...
5 Citations Source Cite
Published on Mar 1, 2011in Shock 3.00
Panagiota T. Foteinou12
Estimated H-index: 12
,
Steve E. Calvano43
Estimated H-index: 43
+ 1 AuthorsIoannis P. Androulakis31
Estimated H-index: 31
The systemic inflammatory response syndrome (SIRS) often accompanies critical illnesses and can be an important cause of morbidity and mortality. Marked abnormalities in cardiovascular function accompany acute illnesses manifested as sustained tachyarrhythmias which are but one component of systemic dysregulation. The realization that cardiac pacemaker activity is under control of the autonomic nervous system has promoted the analysis of heart rate variation for assessing autonomic activities. I...
28 Citations Source Cite
Published on Jan 1, 2008in Intensive Care Medicine 15.01
Phillip Dellinger50
Estimated H-index: 50
(Cooper University Hospital),
Mitchell M. Levy58
Estimated H-index: 58
(Rhode Island Hospital)
+ 21 AuthorsRichard Beale42
Estimated H-index: 42
(St Thomas' Hospital)
Objective To provide an update to the original Surviving Sepsis Campaign clinical management guidelines, “Surviving Sepsis Campaign guidelines for management of severe sepsis and septic shock,” published in 2004.
4,046 Citations Source Cite
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