当前位置： SCI文献检索 > MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING期刊下所有文献 > Performance analysis of melanoma classifier using electrical modeling technique.

Performance analysis of melanoma classifier using electrical modeling technique.

Abstract：

:An efficient and novel modeling approach is proposed in this paper for identifying proteins or genes involved in melanoma skin cancer. Two types of classifiers are modeled, based on the chemical structure and hydropathy property of amino acids. These classifiers are further implemented using NI LabVIEW-based hardware kit to observe the real-time response for proper diagnosis. The phase responses, pole-zero diagrams, and transient responses are examined to screen out the genes related to melanoma from healthy genes. The performance of the proposed classifier is measured using various performance measurement metrics in terms of accuracy, sensitivity, specificity, etc. The classifier is experimented along with a color code scheme on skin genes and illustrates the superiority in comparison with traditional methods by achieving 94% of classification accuracy with 96% of sensitivity.Graphical abstract An equivalent electrical model is developed for designing melanoma classifier. Initially, each amino acid is modeled using the RC passive circuit depending on their physicochemical structure and hydropathy nature, to form a gene structure model. The melanoma-related genes are detected by phase, transient, and color code analysis.

journal_name

Med Biol Eng Comput

journal_title

Medical & biological engineering & computing

authors

Roy T,Bhattacharjee P

doi

10.1007/s11517-020-02241-6

subject

Has Abstract

pub_date

2020-10-01 00:00:00

pages

2443-2454

issue

10

eissn

0140-0118

issn

1741-0444

pii

10.1007/s11517-020-02241-6

journal_volume

58

pub_type

杂志文章

相关文献

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING文献大全
  • Numerical assessment of bone remodeling around conventionally and early loaded titanium and titanium-zirconium alloy dental implants.

    abstract：:The aim of this study was to investigate conventionally and early loaded titanium and titanium-zirconium alloy implants by three-dimensional finite element stress analysis. Three-dimensional model of a dental implant was created and a thread area was established as a region of interest in trabecular bone to study a lo...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-015-1256-0

    authors： Akça K,Eser A,Çavuşoğlu Y,Sağırkaya E,Çehreli MC

    更新日期：2015-05-01 00:00:00

  • RETRACTED ARTICLE: Deep convolutional neural network-based speech enhancement to improve speech intelligibility and quality for hearing-impaired listeners.

    abstract：: ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章,撤回出版物

    doi：10.1007/s11517-018-1933-x

    authors： Khaleelur Rahiman PF,Jayanthi VS,Jayanthi AN

    更新日期：2019-03-01 00:00:00

  • A mechatronic valve in the management of hydrocephalus: methods and performance.

    abstract：:The problem of excess cerebrospinal fluid in the brain (hydrocephalus) is generally managed using a passive pressure or flow regulated mechanical shunt. Despite the success of such devices, they have been plagued with a number of problems. It is desirable to have a shunt valve that responds dynamically to the changing...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-010-0716-9

    authors： Momani L,Al-Nuaimy W,Al-Jumaily M,Mallucci C

    更新日期：2011-01-01 00:00:00

  • Ictal and peri-ictal changes in cervical vagus nerve activity associated with cardiac effects.

    abstract：:The vagus nerves convey both afferent and efferent information about autonomic activity related to cardiovascular functions. Those functions have been shown to change due to epileptic seizures, which suggests that ictal events might be detected via the vagus electroneurogram (VENG). In this study, we characterize the ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-011-0782-7

    authors： Harreby KR,Sevcencu C,Struijk JJ

    更新日期：2011-09-01 00:00:00

  • Effect of flow direction on the morphological responses of cultured bovine aortic endothelial cells.

    abstract：:The effect of flow direction on the morphology of cultured bovine aortic endothelial cells is studied. Fully confluent endothelial cells cultured on glass were subjected to a fluid-imposed shear stress of 2 Pa for 20 min and 24 h using a parallel plate flow chamber. Experiments on shear flow exposure were performed fo...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02522869

    authors： Kataoka N,Ujita S,Sato M

    更新日期：1998-01-01 00:00:00

  • Intelligent prediction of kinetic parameters during cutting manoeuvres.

    abstract：:Due to its capabilities in analysing injury risk, the ability to analyse an athlete's ground reaction force and joint moments is of high interest in sports biomechanics. However, using force plates for the kinetic measurements influences the athlete's performance. Therefore, this study aims to use a feed-forward neura...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-019-02000-2

    authors： Mundt M,David S,Koeppe A,Bamer F,Markert B,Potthast W

    更新日期：2019-08-01 00:00:00

  • Electrotactile perception of scatterplots on the fingertips and abdomen.

    abstract：:A comparison of auditory and visual perception of scatterplots showed similar correlation estimation performance in both modalities. The present study replicated this experiment using electrotactile (electrocutaneous) presentation of scatterplots on the fingertips and abdomen, as well as visual presentation. The corre...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02345967

    authors： Haase SJ,Kaczmarek KA

    更新日期：2005-03-01 00:00:00

  • Modeling the pharyngeal anatomical effects on breathing resistance and aerodynamically generated sound.

    abstract：:The objective of this study was to systematically assess the effects of pharyngeal anatomical details on breathing resistance and acoustic characteristics by means of computational modeling. A physiologically realistic nose-throat airway was reconstructed from medical images. Individual airway anatomy such as the uvul...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-014-1160-z

    authors： Xi J,Si X,Kim J,Su G,Dong H

    更新日期：2014-07-01 00:00:00

  • Investigating body motion patterns in patients with Parkinson's disease using matching pursuit algorithm.

    abstract：:Several recent studies have quantified abnormalities in Parkinsonian gait. However, few studies have attempted to quantify the regularity of body motion during walking in patients with Parkinson's disease. The aim of the paper was to characterise body motion patterns in healthy, elderly subjects and patients with Park...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02351008

    authors： Sekine M,Akay M,Tamura T,Higashi Y,Fujimoto T

    更新日期：2004-01-01 00:00:00

  • Laser reflectance imaging of human organs and comparison with perfusion images.

    abstract：:Based on the principle of backscattering of laser radiation from tissues, a non-invasive PC-AT based reflectance imaging technique is developed. The laser beam from a semiconductor laser operating at 670 nm is guided to the tissue site by an optical fibre. The backscattered radiation is collected by another fibre plac...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02530046

    authors： Shanthi S,Singh M

    更新日期：1997-05-01 00:00:00

  • Adaptive feature extraction for EEG signal classification.

    abstract：:One challenge in the current research of brain-computer interfaces (BCIs) is how to classify time-varying electroencephalographic (EEG) signals as accurately as possible. In this paper, we address this problem from the aspect of updating feature extractors and propose an adaptive feature extractor, namely adaptive com...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-006-0107-4

    authors： Sun S,Zhang C

    更新日期：2006-10-01 00:00:00

  • Intraoperative acceleration measurements to quantify improvement in tremor during deep brain stimulation surgery.

    abstract：:Deep brain stimulation (DBS) surgery is extensively used in the treatment of movement disorders. Nevertheless, methods to evaluate the clinical response during intraoperative stimulation tests to identify the optimal position for the implantation of the chronic DBS lead remain subjective. In this paper, we describe a ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-016-1559-9

    authors： Shah A,Coste J,Lemaire JJ,Taub E,Schüpbach WMM,Pollo C,Schkommodau E,Guzman R,Hemm-Ode S

    更新日期：2017-05-01 00:00:00

  • Three-dimensional changes of the cytoskeleton of vascular endothelial cells exposed to sustained hydrostatic pressure.

    abstract：:The three-dimensional changes in the cytoskeleton and in cell proliferation of bovine pulmonary artery endothelial cells when exposed to sustained hydrostatic pressure were investigated in vitro using laser scanning confocal microscopy. Subconfluent endothelial cells on rigid substrates were exposed to 1.5, 5 and 10 c...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02523225

    authors： Salwen SA,Szarowski DH,Turner JN,Bizios R

    更新日期：1998-07-01 00:00:00

  • Visualisation method of spatial interictal discharges in temporal epilepsy patients using magneto-encephalogram.

    abstract：:The aim of the study was to develop a method for investigating how interictal epileptic discharges in temporal epilepsy patients are activated spatially. The activity was measured using magneto-encephalography (MEG). The MEG data were used to produce a current-arrow map that reflected the topographic distribution of t...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02344215

    authors： Kandori A,Oe H,Miyashita K,Date H,Yamada N,Naritomi H,Chiba Y,Murakami M,Miyashita T,Tsukada K

    更新日期：2002-05-01 00:00:00

  • A new combination: scale-space filtering of projected brain activities.

    abstract：:In the present study, well known scale-space filtering (SSF) algorithm is used in combination with a linear mapping approach (LMA) to obtain clear auditory evoked potential (EP) waveform. The proposed combination involves two sequential steps: At first, the EEG noise level is reduced from -5 to 0 dB owing to the LMA b...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-009-0450-3

    authors： Aydin S

    更新日期：2009-04-01 00:00:00

  • Using a numerical method to precisely evaluate the alpha angle in a hip image.

    abstract：:The alpha angle is a parameter extensively used to assess for cam-type femoroacetabular impingement (FAI) in a 2D image of the hip. As this angle requires estimation of the axis of the femoral neck, the drawing of this axis often results in measurement errors due to subjective judgment, influencing inter-rater and int...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-019-01973-4

    authors： Lai CL,Chi WM,Ho YJ,Lin CC,Lin HC,Kuo CL,Chen JH

    更新日期：2019-07-01 00:00:00

  • Vascular smooth muscle cells remodel collagen matrices by long-distance action and anisotropic interaction.

    abstract：:While matrix remodeling plays a key role in vascular physiology and pathology, the underlying mechanisms have remained incompletely understood. We studied the remodeling of collagen matrices by individual vascular smooth muscle cells (SMCs), clusters and monolayers. In addition, we focused on the contribution of trans...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-012-0916-6

    authors： van den Akker J,Tuna BG,Pistea A,Sleutel AJ,Bakker EN,van Bavel E

    更新日期：2012-07-01 00:00:00

  • Automatic lesion segmentation and classification of hepatic echinococcosis using a multiscale-feature convolutional neural network.

    abstract：:Hepatic echinococcosis (HE) is a life-threatening liver disease caused by parasites that requires a precise diagnosis and proper treatments. To assess HE lesions accurately, we propose a novel automatic HE lesion segmentation and classification network that contains lesion region positioning (LRP) and lesion region se...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-020-02126-8

    authors： Xin S,Shi H,Jide A,Zhu M,Ma C,Liao H

    更新日期：2020-03-01 00:00:00

  • Computer simulation of electronic interactions during excitation and repolarisation of myocardial tissue.

    abstract：:A three-dimensional model of myocardial tissue has been developed which incorporates electrotonic interactions between neighbouring myocytes. The algorithms of the model are based on asynchronous planning of discrete events. Each cellular element is described in a logical way and traces a predefined action potential w...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02441665

    authors： Malik M,Camm AJ

    更新日期：1991-07-01 00:00:00

  • Regulation of neurofilament interactions in vitro by natural and synthetic polypeptides sharing Lys-Ser-Pro sequences with the heavy neurofilament subunit NF-H: neurofilament crossbridging by antiparallel sidearm overlapping.

    abstract：:Neurofilaments are organised into parallel bundles in axons through crossbridges formed by lateral projections of neurofilament subunits. Pure neurofilaments form gels in vitro, consisting of interconnected parallel arrays of filaments regulated by the phosphorylation level of neurofilament subunits. Neurofilament-ass...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02522486

    authors： Gou JP,Gotow T,Janmey PA,Leterrier JF

    更新日期：1998-05-01 00:00:00

  • Combined compression and elongation experiments and non-linear modelling of liver tissue for surgical simulation.

    abstract：:Uniaxial stress-strain data were obtained from in vitro experiments on 20 porcine livers for compressions, elongations and cycles of compression and then elongation. There were about 70 cylindrical samples, with diameter 7mm and varying height (4-11 mm). The combined compression and elongation test provide a unified f...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02345212

    authors： Chui C,Kobayashi E,Chen X,Hisada T,Sakuma I

    更新日期：2004-11-01 00:00:00

  • Corrected formula for estimating peripheral blood flow by impedance plethysmography.

    abstract：:In this paper, the limitations of the conventional formula for the computation of peripheral blood flow from impedance plethysmograms are highlighted, and a correction to the formula is suggested. A conductivity cell experiment is described to show the dependence of the value of the blood flow index (BFI), obtained fr...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02524237

    authors： Jindal GD,Nerurkar SN,Pednekar SA,Babu JP,Bhuta AC,Deshpande AK

    更新日期：1994-11-01 00:00:00

  • Analysis of biomechanical changes after removal of instrumentation in lumbar arthrodesis by finite element analysis.

    abstract：:The purpose of this study is to investigate the change in biomechanical milieu following removal of pedicle screws in instrumented single level lumbar arthrodesis. Using a validated finite element (FE) model of the intact lumbar spine (L2-5), two scenarios of L3-4 lumbar fusion were simulated: posterolateral fusion (P...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-010-0621-2

    authors： Kim HJ,Chun HJ,Moon SH,Kang KT,Kim HS,Park JO,Moon ES,Sohn JS,Lee HM

    更新日期：2010-07-01 00:00:00

  • DICOM imaging watermarking for hiding medical reports.

    abstract：:Medical confidentiality is an essential duty in the medical profession. In this paper, we introduce a novel robust blind watermarking method for securing the medical report in a DICOM (Digital Imaging and Communications in Medicine) imaging. The insertion of each bit is done in the subtraction of adjacent DC coefficie...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-020-02269-8

    authors： Boussif M,Aloui N,Cherif A

    更新日期：2020-11-01 00:00:00

  • A weighted ensemble-based active learning model to label microarray data.

    abstract：:Classification of cancerous genes from microarray data is an important research area in bioinformatics. Large amount of microarray data are available, but it is very costly to label them. This paper proposes an active learning model, a semi-supervised classification approach, to label the microarray data using which p...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-020-02238-1

    authors： De R,Chakraborty A,Chatterjee A,Sarkar R

    更新日期：2020-10-01 00:00:00

  • Interpreting magnetic fields of the brain: minimum norm estimates.

    abstract：:The authors have applied estimation theory to the problem of determining primary current distributions from measured neuromagnetic fields. In this procedure, essentially nothing is assumed about the source currents, except that they are spatially restricted to a certain region. Simulation experiments show that the res...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/BF02512476

    authors： Hämäläinen MS,Ilmoniemi RJ

    更新日期：1994-01-01 00:00:00

  • The effect of pathologic venous valve on neighboring valves: fluid-structure interactions modeling.

    abstract：:Understanding the hemodynamics surrounding the venous valve environment is of a great importance for prosthetic valves design. The present study aims to evaluate the effect of leaflets' stiffening process on the venous valve hemodynamics, valve's failure on the next proximal valve hemodynamics and valve's failure in a...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-016-1575-9

    authors： Soifer E,Weiss D,Marom G,Einav S

    更新日期：2017-06-01 00:00:00

  • A computerized volumetric segmentation method applicable to multi-centre MRI data to support computer-aided breast tissue analysis, density assessment and lesion localization.

    abstract：:Density assessment and lesion localization in breast MRI require accurate segmentation of breast tissues. A fast, computerized algorithm for volumetric breast segmentation, suitable for multi-centre data, has been developed, employing 3D bias-corrected fuzzy c-means clustering and morphological operations. The full br...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-016-1484-y

    authors： Ertas G,Doran SJ,Leach MO

    更新日期：2017-01-01 00:00:00

  • Usability of Computerized Lung Auscultation-Sound Software (CLASS) for learning pulmonary auscultation.

    abstract：:The mastering of pulmonary auscultation requires complex acoustic skills. Computer-assisted learning tools (CALTs) have potential to enhance the learning of these skills; however, few have been developed for this purpose and do not integrate all the required features. Thus, this study aimed to assess the usability of ...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-017-1697-8

    authors： Machado A,Oliveira A,Jácome C,Pereira M,Moreira J,Rodrigues J,Aparício J,Jesus LMT,Marques A

    更新日期：2018-04-01 00:00:00

  • Arterial reservoir-excess pressure and ventricular work.

    abstract：:This study is based on the hypothesis that the pressure within the arterial network can be usefully decomposed as the sum of a reservoir pressure and an excess pressure. The reservoir pressure waveform is defined to be the same in each vessel but delayed by the wave travel time from the root of the aorta. Using calcul...

    journal_title：Medical & biological engineering & computing

    pub_type： 杂志文章

    doi：10.1007/s11517-012-0872-1

    authors： Parker KH,Alastruey J,Stan GB

    更新日期：2012-04-01 00:00:00