Segmentation and Pore Structure Estimation in SEM Images of Tissue Engineering Scaffolds Using Genetic Algorithm.

Abstract:

:A python computer package is developed to segment and analyze scanning electron microscope (SEM) images of scaffolds for bone tissue engineering. The method requires only a portion of an SEM image to be labeled and used for training. The algorithm is then able to detect the pore characteristics for other SEM images acquired at different ambient conditions from different scaffolds with the same material as the labeled image. The quality of SEM images is first enhanced using histogram equalization. Then, a global thresholding method is used to perform the image analysis. The thresholding values for the SEM images are obtained using genetic algorithm (GA). The image analysis results include pore distributions of pore size, pore elongation and pore orientation. The results agree satisfactorily with the experimental data for the chitosan-alginate porous scaffolds considered. Applications of the method developed for image segmentation is not limited to scaffold pore structure analysis. The method can also be used for any SEM image containing multiple objects such as different types of cells and subcellular components.

journal_name

Ann Biomed Eng

authors

Rouhollahi A,Ilegbusi O,Foroosh H

doi

10.1007/s10439-020-02638-2

subject

Has Abstract

pub_date

2020-10-15 00:00:00

eissn

0090-6964

issn

1573-9686

pii

10.1007/s10439-020-02638-2

pub_type

杂志文章
  • Compressive deformation and damage of muscle cell subpopulations in a model system.

    abstract::To study the effects of compressive straining on muscle cell deformation and damage an in vitro model system was developed. Myoblasts were seeded in agarose constructs and cultured in growth medium for 4 days. Subsequently, the cells were allowed to fuse into multinucleated myotubes for 8 days in differentiation mediu...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.1349698

    authors: Bouten CV,Knight MM,Lee DA,Bade DL

    更新日期:2001-02-01 00:00:00

  • Assessment of daily-life reaching performance after stroke.

    abstract::For an optimal guidance of the rehabilitation therapy of stroke patients in an in-home setting, objective, and patient-specific performance assessment of arm movements is needed. In this study, metrics of hand movement relative to the pelvis and the sternum were estimated in 13 stroke subjects using a full body ambula...

    journal_title:Annals of biomedical engineering

    pub_type: 临床试验,杂志文章

    doi:10.1007/s10439-014-1198-y

    authors: van Meulen FB,Reenalda J,Buurke JH,Veltink PH

    更新日期:2015-02-01 00:00:00

  • Simulating Developmental Cardiac Morphology in Virtual Reality Using a Deformable Image Registration Approach.

    abstract::While virtual reality (VR) has potential in enhancing cardiovascular diagnosis and treatment, prerequisite labor-intensive image segmentation remains an obstacle for seamlessly simulating 4-dimensional (4-D, 3-D + time) imaging data in an immersive, physiological VR environment. We applied deformable image registratio...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-018-02113-z

    authors: Abiri A,Ding Y,Abiri P,Packard RRS,Vedula V,Marsden A,Kuo CJ,Hsiai TK

    更新日期:2018-12-01 00:00:00

  • A long-memory model of motor learning in the saccadic system: a regime-switching approach.

    abstract::Maintenance of movement accuracy relies on motor learning, by which prior errors guide future behavior. One aspect of this learning process involves the accurate generation of predictions of movement outcome. These predictions can, for example, drive anticipatory movements during a predictive-saccade task. Predictive ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-012-0669-2

    authors: Wong AL,Shelhamer M

    更新日期:2013-08-01 00:00:00

  • Finite element modeling of coupled diffusion with partitioning in transdermal drug delivery.

    abstract::The finite element method is employed to simulate two-dimensional (axisymmetric) drug diffusion from a finite drug reservoir into the skin. The numerical formulation is based on a general mathematical model for multicomponent nonlinear diffusion that takes into account the coupling effects between the different compon...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-005-5788-6

    authors: Rim JE,Pinsky PM,van Osdol WW

    更新日期:2005-10-01 00:00:00

  • 3D Printed Vascular Networks Enhance Viability in High-Volume Perfusion Bioreactor.

    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

    authors: Ball O,Nguyen BB,Placone JK,Fisher JP

    更新日期:2016-12-01 00:00:00

  • Utilizing Atlas-Based Modeling to Predict Knee Joint Cartilage Degeneration: Data from the Osteoarthritis Initiative.

    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

    authors: Mononen ME,Liukkonen MK,Korhonen RK

    更新日期:2019-03-01 00:00:00

  • High-resolution 3D ultrasound jawbone surface imaging for diagnosis of periodontal bony defects: an in vitro study.

    abstract::Although medical specialties have recognized the importance of using ultrasonic imaging, dentistry is only beginning to discover its benefit. This has particularly been important in the field of periodontics which studies infections in the gum and bone tissues that surround the teeth. This study investigates the feasi...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-010-0089-0

    authors: Mahmoud AM,Ngan P,Crout R,Mukdadi OM

    更新日期:2010-11-01 00:00:00

  • Electrophysiological modeling of fibroblasts and their interaction with myocytes.

    abstract::Experimental studies have shown that cardiac fibroblasts are electrically inexcitable, but can contribute to electrophysiology of myocardium in various manners. The aim of this computational study was to give insights in the electrophysiological role of fibroblasts and their interaction with myocytes. We developed a m...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-007-9405-8

    authors: Sachse FB,Moreno AP,Abildskov JA

    更新日期:2008-01-01 00:00:00

  • Mechanical Performance of Two Left Atrial Appendage Occlusion Systems: In Vitro Comparison of Tug Force, Radial Force, Sealing and Deformation.

    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

    authors: Menne MF,Schrickel JW,Nickenig G,Al-Kassou B,Nelles D,Schmitz-Rode T,Steinseifer U,Sedaghat A

    更新日期:2018-09-01 00:00:00

  • Phenotype modulation in vascular tissue engineering using biochemical and mechanical stimulation.

    abstract::Biochemical stimulation was applied in combination with cyclic mechanical strain to engineered vascular constructs made of isolated smooth muscle cells in a three-dimensional (3D) collagen type 1 matrix. Platelet-derived growth factor (PDGF) and transforming growth factor beta (TGF-beta) were added exogenously to the ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.1558031

    authors: Stegemann JP,Nerem RM

    更新日期:2003-04-01 00:00:00

  • Mitral Valve Regurgitation with a Rotary Left Ventricular Assist Device: The Haemodynamic Effect of Inlet Cannulation Site and Speed Modulation.

    abstract::Mitral valve regurgitation (MVR) is common in patients receiving left ventricular assist device (LVAD) support, however the haemodynamic effect of MVR is not entirely clear. This study evaluated the haemodynamic effect of MVR with LVAD support and the influence of inflow cannulation site and LVAD speed modulation. Lef...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-016-1579-5

    authors: Gregory SD,Stevens MC,Wu EL,Pauls JP,Kleinheyer M,Fraser JF

    更新日期:2016-09-01 00:00:00

  • Intelligent multichannel stimulator for the study of cardiac arrhythmias.

    abstract::An intelligent multichannel stimulator (IMS) has been designed and built for use in a cardiac research environment. The device is capable of measuring and responding to cardiac electrophysiological phenomena in real time with carefully timed and placed electrical stimuli. The system consists of 16 channels of sense/st...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1114/1.1451077

    authors: Johnson PL,Newton JC,Rollins DL,Knisley SB,Ideker RE,Smith WM

    更新日期:2002-02-01 00:00:00

  • The tendon injury response is influenced by decorin and biglycan.

    abstract::Defining the constituent regulatory molecules in tendon is critical to understanding the process of tendon repair and instructive to the development of novel treatment modalities. The purpose of this study is to define the structural, expressional, and mechanical changes in the tendon injury response, and elucidate th...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-013-0915-2

    authors: Dunkman AA,Buckley MR,Mienaltowski MJ,Adams SM,Thomas SJ,Satchell L,Kumar A,Pathmanathan L,Beason DP,Iozzo RV,Birk DE,Soslowsky LJ

    更新日期:2014-03-01 00:00:00

  • Detergent-Based Decellularization of Bovine Carotid Arteries for Vascular Tissue Engineering.

    abstract::Vascular diseases are an increasing health issue, and common alloplastic, allogenic or autologous vascular grafts show frequent complications. The aim of this study is to develop an acellular, xenogenic bypass-graft from a bovine carotid artery (BAC) using detergent-based protocols. We compared decellularization with ...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-017-1892-7

    authors: Daugs A,Hutzler B,Meinke M,Schmitz C,Lehmann N,Markhoff A,Bloch O

    更新日期:2017-11-01 00:00:00

  • Nanoparticle deposition onto biofilms.

    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

    authors: Miller JK,Neubig R,Clemons CB,Kreider KL,Wilber JP,Young GW,Ditto AJ,Yun YH,Milsted A,Badawy HT,Panzner MJ,Youngs WJ,Cannon CL

    更新日期:2013-01-01 00:00:00

  • Constitutive modeling of pia-arachnoid complex.

    abstract::The pia-arachnoid complex (PAC) covering the brain plays an important role in the mechanical response of the brain during impact or inertial loading. Recent studies have revealed the complicated material behavior of the PAC. In this study, the nonlinear viscoelastic, transversely isotropic material properties of the P...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-013-0948-6

    authors: Jin X,Mao H,Yang KH,King AI

    更新日期:2014-04-01 00:00:00

  • The Microcirculation Physiome Project.

    abstract::Presented is a discussion of steps towards the creation of a database of the microcirculation encompassing anatomical and functional experimental data, and conceptual and computational models. The discussion includes issues of database utility, organization, data deposition, and linkage to other databases. The databas...

    journal_title:Annals of biomedical engineering

    pub_type:

    doi:10.1114/1.112

    authors: Popel AS,Greene AS,Ellis CG,Ley KF,Skalak TC,Tonellato PJ

    更新日期:1998-11-01 00:00:00

  • Chest Wall Kinematics Using Triangular Cosserat Point Elements in Healthy and Neuromuscular Subjects.

    abstract::Optoelectronic plethysmography (OEP) is a noninvasive method for assessing lung volume variations and the contributions of different anatomical compartments of the chest wall (CW) through measurements of the motion of markers attached to the CW surface. The present study proposes a new method for analyzing the local C...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-017-1840-6

    authors: Solav D,Meric H,Rubin MB,Pradon D,Lofaso F,Wolf A

    更新日期:2017-08-01 00:00:00

  • Hemodynamic Influence on Smooth Muscle Cell Kinetics and Phenotype During Early Vein Graft Adaptation.

    abstract::Pathologic vascular adaptation following local injury is the primary driver for accelerated intimal hyperplasia and an occlusive phenotype. Smooth muscle cell (SMC) proliferation within the wall, and migration into the developing intima, is a major component of this remodeling response. The primary objective in the cu...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-016-1725-0

    authors: Klein B,Destephens A,Dumeny L,Hu Q,He Y,O'Malley K,Jiang Z,Tran-Son-Tay R,Berceli S

    更新日期:2017-03-01 00:00:00

  • Biomechanical Properties and Microstructure of Heart Chambers: A Paired Comparison Study in an Ovine Model.

    abstract::Mechanical properties of the cardiac tissue play an important role in normal heart function. The goal of this study was to determine the passive mechanical properties of all heart chambers through a paired comparison study in an ovine model. Ovine heart was used due its physiological and anatomical similarities to hum...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-016-1658-7

    authors: Javani S,Gordon M,Azadani AN

    更新日期:2016-11-01 00:00:00

  • Parametric Design Optimisation of Proximal Humerus Plates Based on Finite Element Method.

    abstract::Optimal treatment of proximal humerus fractures remains controversial. Locking plates offer theoretical advantages but are associated with complications in the clinic. This study aimed to perform parametric design optimisation of proximal humerus plates to enhance their mechanical performance. A finite element (FE) mo...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-018-02160-6

    authors: Jabran A,Peach C,Zou Z,Ren L

    更新日期:2019-02-01 00:00:00

  • Large-scale 3-D geometric reconstruction of the porcine coronary arterial vasculature based on detailed anatomical data.

    abstract::The temporal and spatial distribution of coronary blood flow, pressure, and volume are determined by the branching pattern and three-dimensional (3-D) geometry of the coronary vasculature, and by the mechanics of heart wall and vascular tone. Consequently, a realistic simulation of coronary blood flow requires, as a f...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-005-7544-3

    authors: Kaimovitz B,Lanir Y,Kassab GS

    更新日期:2005-11-01 00:00:00

  • An SSVEP-actuated brain computer interface using phase-tagged flickering sequences: a cursor system.

    abstract::This study presents a new steady-state visual evoked potential (SSVEP)-based brain computer interface (BCI). SSVEPs, induced by phase-tagged flashes in eight light emitting diodes (LEDs), were used to control four cursor movements (up, right, down, and left) and four button functions (on, off, right-, and left-clicks)...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-010-9964-y

    authors: Lee PL,Sie JJ,Liu YJ,Wu CH,Lee MH,Shu CH,Li PH,Sun CW,Shyu KK

    更新日期:2010-07-01 00:00:00

  • MEG connectivity analysis in patients with Alzheimer's disease using cross mutual information and spectral coherence.

    abstract::Alzheimer's disease (AD) is an irreversible brain disorder which represents the most common form of dementia in western countries. An early and accurate diagnosis of AD would enable to develop new strategies for managing the disease; however, nowadays there is no single test that can accurately predict the development...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-010-0155-7

    authors: Alonso JF,Poza J,Mañanas MA,Romero S,Fernández A,Hornero R

    更新日期:2011-01-01 00:00:00

  • Validation of concussion risk curves for collegiate football players derived from HITS data.

    abstract::For several years, Virginia Tech and other schools have measured the frequency and severity of head impacts sustained by collegiate American football players in real time using the Head Impact Telemetry (HIT) System of helmet-mounted accelerometers. In this study, data from 37,128 head impacts collected at Virginia Te...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-011-0400-8

    authors: Funk JR,Rowson S,Daniel RW,Duma SM

    更新日期:2012-01-01 00:00:00

  • Strength and electron features of irradiated bone.

    abstract::Radiation applied for therapy and diagnostics damages molecular/atomic couples of biotissues, bones being among them. As a result, electron peculiarities and mechanical behavior of the latter are altered. Correlation between strength of the irradiated bone and its electron features explored due to photo- and exoelectr...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章,评审

    doi:10.1114/1.1424911

    authors: Dekhtyar Y

    更新日期:2001-12-01 00:00:00

  • Measurement of three-dimensional anisotropic diffusion by multiphoton fluorescence recovery after photobleaching.

    abstract::The multiphoton fluorescence recovery after photobleaching (MP-FRAP) technique has been developed to measure the three-dimensional (3D) solute diffusion within biological systems. However, current 3D MP-FRAP models are based on isotropic diffusion and spatial domain analysis. The 3D anisotropic diffusion and frequency...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-013-0939-7

    authors: Shi C,Cisewski SE,Bell PD,Yao H

    更新日期:2014-03-01 00:00:00

  • Mechanical behavior of vascular smooth muscle in cylindrical segments of arteries in vitro.

    abstract::Vascular smooth muscle mechanics have been studied in vitro in cylindrical segments of dog carotid artery, human internal mammary artery, and human saphenous vein. Such cylindrical preparations maintain normal vessel geometry and also permit correlation of mechanical phenomena with transmural pressure. These studies s...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/BF02363919

    authors: Dobrin PB

    更新日期:1984-01-01 00:00:00

  • Behavior of human mesenchymal stem cells in fibrin-based vascular tissue engineering constructs.

    abstract::A limitation of current tissue engineering vascular graft technology is the provision of an expandable, autologous cell source. By harnessing the multipotency of mesenchymal stem cells (MSC), it is hoped that functional vascular cells can be produced. To date, a range of 2D and 3D environments have been investigated f...

    journal_title:Annals of biomedical engineering

    pub_type: 杂志文章

    doi:10.1007/s10439-010-9912-x

    authors: O'Cearbhaill ED,Murphy M,Barry F,McHugh PE,Barron V

    更新日期:2010-03-01 00:00:00