Abstract:
:The identification of the input to, or kernels of, a system using nonparametric representations and least-squares estimation is becoming increasingly popular. Nonparametric representations avoid making a priori assumptions about the input or having detailed knowledge about the system, and only need to guarantee known general characteristics (for example, positivity), which are obtained through the imposition of constraints on the estimates. An often overlooked problem is how to characterize the variability of the estimates so obtained. This problem is caused by the presence of constraints--and/or the nonlinearities of the estimates, or the complexity of the (regression based) estimation algorithms used--which make standard methods of estimating variability incorrect. In this article we investigate the use of a resampling technique called the "bootstrap" to obtain the desired estimates of variability. We present real data analysis demonstrating the approach, and through simulations we test the performance of a novel bootstrap technique obtaining confidence bands for the estimated functions.
journal_name
Ann Biomed Engjournal_title
Annals of biomedical engineeringauthors
Verotta Ddoi
10.1114/1.110subject
Has Abstractpub_date
1998-09-01 00:00:00pages
870-82issue
5eissn
0090-6964issn
1573-9686journal_volume
26pub_type
杂志文章abstract::The applicability of a computer model, which relates the transmural mechanical distribution in the left ventricle (LV) to its global function at different loading conditions, was evaluated in patients with normal to near normal LV function undergoing cardiac catheterization. Left ventriculography and measurements of a...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/BF02364159
更新日期:1990-01-01 00:00:00
abstract::High mechanical stress in atherosclerotic plaques at vulnerable sites, called critical stress, contributes to plaque rupture. The site of minimum fibrous cap (FC) thickness (FC(MIN)) and plaque shoulder are well-documented vulnerable sites. The inherent weakness of the FC material at the thinnest point increases the s...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-010-0078-3
更新日期:2010-10-01 00:00:00
abstract::We develop a mathematical model of nanoparticles depositing onto and penetrating into a biofilm grown in a parallel-plate flow cell. We carry out deposition experiments in a flow cell to support the modeling. The modeling and the experiments are motivated by the potential use of polymer nanoparticles as part of a trea...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-012-0626-0
更新日期:2013-01-01 00:00:00
abstract::Basic fibroblast growth factor (FGF-2) is a potent angiogenic growth factor involved in the development of diseases such as cancer, atherosclerosis, and heart and limb ischemia, as well as normal wound healing and tissue development. Despite being one of the most heavily studied angiogenic growth factors, the binding ...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1023/b:abme.0000030231.88326.78
更新日期:2004-05-01 00:00:00
abstract::Past literature has provided evidence that a normal mechanical force environment of blood flow may guide normal development while an abnormal environment can lead to congenital malformations, thus warranting further studies on embryonic cardiovascular flow dynamics. In the current study, we developed a non-invasive 4D...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-017-1882-9
更新日期:2017-10-01 00:00:00
abstract::Clinicians generally assume that Medical Compression Stockings (MCS) work by reducing vein luminal diameter and, in this way, help to prevent blood pooling. Conflicting results have been reported however in the case of lower leg deep veins which call into question this hypothesis. The purpose of this contribution is t...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-014-1121-6
更新日期:2015-02-01 00:00:00
abstract::Arterial restenosis following stent deployment may be influenced by the local flow environment within and around the stent. We have used computational fluid dynamics to investigate the flow field in the vicinity of model stents positioned within straight and curved vessels. Our simulations have revealed the presence o...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-005-2499-y
更新日期:2005-04-01 00:00:00
abstract::Spike discharge patterns showing intrinsic oscillations (IOs) have been reported in units in the dorsal cochlear nucleus (DCN) of the decerebrate cat. These oscillations are related to the regularity of a unit's discharge rate and may be important for pitch perception. A DCN unit's regularity can be affected by severa...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1114/1.96
更新日期:1998-05-01 00:00:00
abstract::The objective of this study was to develop a ferrocene mediated glucose biosensor for reverse iontophoresis. An amperometric ferrocene mediated glucose biosensor based on a three electrodes planar configuration was constructed using screen printing technique. Different combinations of glucose oxidase and ferrocene loa...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-010-9918-4
更新日期:2010-04-01 00:00:00
abstract::In the past decades, vascular tissue engineering has made great strides towards bringing engineered vascular tissues to the clinics and, in parallel, obtaining in-lab tools for basic research. Herein, we propose the design of a novel dual-mode bioreactor, useful for the fabrication (construct mode) and in vitro stimul...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-017-1813-9
更新日期:2017-06-01 00:00:00
abstract::Currently, there are no clinically available tools or applications which could predict osteoarthritis development. Some computational models have been presented to simulate cartilage degeneration, but they are not clinically feasible due to time required to build subject-specific knee models. Therefore, the objective ...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-018-02184-y
更新日期:2019-03-01 00:00:00
abstract::Congenital heart disease is the leading cause of infant death in the United States with over 36,000 newborns affected each year. Despite this growing problem there are few mechanical circulatory support devices designed specifically for pediatric and neonate patients. Previous research has been done investigating pedi...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-015-1370-z
更新日期:2016-04-01 00:00:00
abstract::We present a method of measuring force response of a single living cell, attached to a substrate, in situ, by a functionalized microelectromechanical systems sensor that applies local deformation on the cell. The sensor is a single crystal silicon microcantilever beam with prescribed shape and geometry, and is coated ...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1114/1.1591189
更新日期:2003-09-01 00:00:00
abstract::This paper outlines a comprehensive parametric approach for quantifying mechanical properties of spatially heterogeneous thin biological specimens such as human breast tissue using contact-mode Atomic Force Microscopy. Using inverse finite element (FE) analysis of spherical nanoindentation, the force response from hyp...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-014-1057-x
更新日期:2014-09-01 00:00:00
abstract::The aim of this study was to establish in vitro bench-tests of left atrial appendage occlusion (LAAo) devices regarding tug force, radial force and sealing capacity. Two LAAo devices, namely the WATCHMAN™ and the Occlutech®, of three different sizes underwent testing in novel dedicated in vitro setups. Radial force wa...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-018-2057-z
更新日期:2018-09-01 00:00:00
abstract::We propose a mathematical model for analyses of the elastic properties of the wall of the outer hair cell (OHC) in the inner ear. The model reflects the properties of the major components of the OHC wall: the subsurface cisternae, the cortical lattice, the plasma membrane, and the radial pillars. The wall is treated a...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1114/1.87
更新日期:1998-01-01 00:00:00
abstract::In physiological conditions, joint function involves continuously moving contact areas over the tissue surface. Such moving contacts play an important role for the durability of the tissue. It is known that in pathological joints these motion paths and contact mechanics change. Nevertheless, limited information exists...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-015-1543-9
更新日期:2016-08-01 00:00:00
abstract::Potential human and environmental hazards resulting from the exposure of living organisms to silver nanoparticles (Ag NPs) have been the subject of intensive discussion in the last decade. Despite the growing use of Ag NPs in biomedical applications, a quantification of the toxic effects as a function of the total sil...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-020-02449-5
更新日期:2020-04-01 00:00:00
abstract::Cell migration is a fundamental process that is crucial to a variety of physiological events. While traditional approaches have focused on two-dimensional (2D) systems, recent efforts have shifted to studying migration in three-dimensional (3D) matrices. A major distinction that has emerged is the increased importance...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-010-9970-0
更新日期:2010-05-01 00:00:00
abstract::Elastin is an essential component of arteries which provides structural integrity and instructs smooth muscle cells to adopt a quiescent state. Despite interaction of endothelial cells with elastin in the internal elastic lamina, the potential for exploiting this interaction therapeutically has not been explored in de...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-010-0142-z
更新日期:2011-01-01 00:00:00
abstract::This paper presents an in vitro temperature mapping study of bovine cardiac tissue during radiofrequency ablation. The objectives were to: (i) develop a technique for measuring the spatial and temporal temperature distribution in the tissue and in the blood during ablation, and (ii) use the temperature measurements to...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1114/1.1310218
更新日期:2000-09-01 00:00:00
abstract::There is a significant clinical need for engineered bone graft substitutes that can quickly, effectively, and safely repair large segmental bone defects. One emerging field of interest involves the growth of engineered bone tissue in vitro within bioreactors, the most promising of which are perfusion bioreactors. Usin...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-016-1662-y
更新日期:2016-12-01 00:00:00
abstract::Computing the numerical solution of the bidomain equations is widely accepted to be a significant computational challenge. In this study we extend a previously published semi-implicit numerical scheme with good stability properties that has been used to solve the bidomain equations (Whiteley, J.P. IEEE Trans. Biomed. ...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-008-9513-0
更新日期:2008-08-01 00:00:00
abstract::Observing microscopic specimens is often useful in studies of cellular interaction with a vascular wall. We have developed an in vitro side-view flow chamber that permits observations from the side of the cell's contact with various adhesive surfaces under dynamic flow conditions. This side-view flow chamber consists ...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/BF02684196
更新日期:1997-05-01 00:00:00
abstract::The appropriateness of integrated information systems to the description of integrated biological systems is discussed. An integrated information system in the physiology of the regulation of respiration is argued to be a structural mathematical model of the system and the relational data base, which it can compute. I...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/BF02363292
更新日期:1983-01-01 00:00:00
abstract::A vaccine that induces broadly neutralizing antibodies (bnAbs) against the human immunodeficiency virus (HIV) would be instrumental in controlling the disease. The membrane proximal external region (MPER) peptide is an appealing antigen candidate since it is conserved and is the target of several human bnAbs, such as ...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-019-02398-8
更新日期:2020-07-01 00:00:00
abstract::The advantages of photoacoustic (PA) imaging, including low cost, non-ionizing operation, and sub-mm spatial resolution at centimeters depth, make it a promising modality to probe nanoparticle-targeted abnormalities in real time at cellular and molecular levels. However, detecting rare cell types in a heterogeneous ba...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章,评审
doi:10.1007/s10439-013-0901-8
更新日期:2013-11-01 00:00:00
abstract::Statistical methods are increasingly used in biomechanics for studying bone geometry, bone density distribution and function in the population. However, relating population-based bone variation to strain during activity is computationally challenging. Here, we describe a new method for calculating strain in a populati...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-020-02483-3
更新日期:2020-06-01 00:00:00
abstract::A method of investigating head acceleration and intracranial dynamics from stick impacts in girls' and women's lacrosse was developed using headform impact experiments and a finite element head model. Assessing the likelihood of head injury due to stick-head impacts is of interest in girls' and women's lacrosse due to...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-014-1091-8
更新日期:2014-12-01 00:00:00
abstract::Twenty-one 3.5-month-old female Sprague-Dawley rats were randomly assigned to three groups: BTX group, in which each rat received a single intramuscular injection of 2 U of Clostridium botulinum toxin (BTX) in the quadriceps femoris muscle of the right hind limb; BTX + SR group, in which each rat received a BTX inject...
journal_title:Annals of biomedical engineering
pub_type: 杂志文章
doi:10.1007/s10439-011-0406-2
更新日期:2012-03-01 00:00:00