Breast cancer early diagnosis based on hybrid strategy.

Abstract:

:The frequent occurrence of breast cancer and its serious consequences have attracted worldwide attention in recent years. Problems such as low rate of accuracy and poor self-adaptability still exist in traditional diagnosis. In order to solve these problems, an AdaBoost-SVM classification algorithm, combined with the cluster boundary sampling preprocessing techniques (CBS-AdaBoost-SVM), is proposed in this paper for the early diagnosis of breast cancer. The algorithm uses machine learning method to diagnose the unknown image data. Moreover, not all of the characteristics play positive roles for classification. To address this issue the paper delete redundant features by using Rough set attribute reduction algorithm based on the genetic algorithm (GA). The effectiveness of the proposed methods are examined on DDSM by calculating its accuracy, confusion matrix, and receiver operating characteristic curves, which give important clues to the physicians for early diagnosis of breast cancer.

journal_name

Biomed Mater Eng

authors

Li P,Bi T,Huang J,Li S

doi

10.3233/BME-141163

subject

Has Abstract

pub_date

2014-01-01 00:00:00

pages

3397-404

issue

6

eissn

0959-2989

issn

1878-3619

pii

Y74943503W57125K

journal_volume

24

pub_type

杂志文章
  • Deterioration in the superelasticity of Ti sputter coated on NiTi orthodontic wire.

    abstract::To evaluate the deterioration in the superelasticity of Ti-coated NiTi orthodontic wires, titanium was coated onto wires to form a 1-microm thick film using radio frequency magnetron sputtering. In superelasticity cycle tests, the sigma5.0 value (the stress at 5.0% strain) of a Ti-coated wire was lower than that of a ...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Ozeki K,Yuhta T,Aoki H,Asaoka T,Daisaku T,Fukui Y

    更新日期:2003-01-01 00:00:00

  • Tribological behavior of artificial hip joint under the effects of magnetic field in dry and lubricated sliding.

    abstract::In recent years, there is an increasing utilization and demand to use magnetic fields in bioengineering applications due to its beneficial effects. Although in the last decade more attention has been given by tribologists to the electromagnetic processes taking place between sliding surfaces, which influence the tribo...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Zaki M,Aljinaidi A,Hamed M

    更新日期:2003-01-01 00:00:00

  • Analysis of the effects of different materials in a tooth implant-supported fixed prosthesis using finite element method.

    abstract::In this study, design optimization of a tooth implant-supported fixed prosthesis was investigated theoretically. A three-dimensional finite element analysis was utilized to simulate the stress distribution and deformation, with an emphasis on the material selection for various parts of the prosthesis. This mandibular ...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Dargahi J,Najarian S,Talebi M

    更新日期:2005-01-01 00:00:00

  • Influence of the hypothalamic paraventricular nucleus (PVN) on heart rate variability (HRV) in rat hearts via electronic lesion.

    abstract::Previous literatures have indicated that hypothalamic paraventricular nucleus (PVN) neurons are important for regulating the level of sympathetic and vagal nervous activity. Sympathovagal balance is closely related to heart rate variability (HRV). However, it still requires further elucidation regarding the effect of ...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-151338

    authors: Deng X,Feng X,Li S,Gao Y,Yu B,Li G

    更新日期:2015-01-01 00:00:00

  • Effect of platelet-rich plasma on bone engineering with an alloplastic substitute containing BMP2.

    abstract::A robust method for inducing bone-formation without an autograft has not been established. Currently, both platelet-rich plasma (PRP) and bone morphogenetic protein (BMP) have been widely investigated for their clinical use in such cases. However, their synergistic effect is still controversial and previously shown di...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-130741

    authors: Yoshida K,Sumita Y,Marukawa E,Harashima M,Asahina I

    更新日期:2013-01-01 00:00:00

  • Surface, corrosion and biocompatibility aspects of Nitinol as an implant material.

    abstract::The present review surveys studies on physical-chemical properties and biological response of living tissues to NiTi (Nitinol) carried out recently, aiming at an understanding of the place of this material among the implant alloys in use. Advantages of shape memory and superelasticity are analyzed in respect to functi...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章,评审

    doi:

    authors: Shabalovskaya SA

    更新日期:2002-01-01 00:00:00

  • Carbonate hydroxyapatite gel monolith formation and drying.

    abstract::The effect of carbonate in reducing the crystal size of precipitated hydroxyapatite by approximately an order of magnitude has not been used previously in the preparation of gel monoliths for the fabrication of carbonate hydroxyapatite ceramics. The aim of this study was to devise a method whereby gel monoliths of car...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Barralet JE,Best SM,Bonfield W

    更新日期:1996-01-01 00:00:00

  • Self-expanding stents in the treatment of carotid artery subtotal occlusion: a clinical study on the patients of Hubei and Sichuan in China.

    abstract::Stroke is a major cause of death and disability throughout the world. Subtotal occlusion of the carotid artery is an important risk factor for stroke. Carotid artery stenting (CAS) is increasingly being used for treatment of carotid artery stenosis. There are many reports on treating carotid artery stenosis by CAS; ho...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-2012-0687

    authors: Zhang C,Wang Z,Zheng H,Qiu Y,He X,Yang H,Liu W

    更新日期:2012-01-01 00:00:00

  • Effects of hydrogen sulfide on myocardial fibrosis in diabetic rats: Changes in matrix metalloproteinases parameters.

    abstract::In order to explore the effects of hydrogen sulfide (H2S) on myocardial fibrosis in diabetic rats and its underlying mechanisms, intraperitoneal injections of streptozotocin were used to establish the diabetes models and sodium hydrosulfide (NaHS) was used as an exogenous donor of H2S. Eight weeks later, Van Gieson st...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-151508

    authors: Xiao T,Zeng O,Luo J,Wu Z,Li F,Yang J

    更新日期:2015-01-01 00:00:00

  • Development of SPR biosensor for simultaneous detection of multiplex respiratory viruses.

    abstract::A surface plasmon resonance (SPR)-based biosensor was developed for specific detection of nine common respiratory virus, including influenza A and influenza B, H1N1, respiratory syncytial virus (RSV), parainfluenza virus 1-3 (PIV1, 2, 3), adenovirus, and severe acute respiratory syndrome coronavirus (SARS). The SPR bi...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-151526

    authors: Shi L,Sun Q,He J,Xu H,Liu C,Zhao C,Xu Y,Wu C,Xiang J,Gu D,Long J,Lan H

    更新日期:2015-01-01 00:00:00

  • Control of FES in paraplegia: modeling voluntary arm forces.

    abstract::Skilled behavior is difficult or impossible to articulate explicitly by the performers. Likewise biomechanical models of skilled motor actions are often limited by the lack of knowledge of the underlying mechanisms. A 'behavioral cloning' technique is described, based on a trained artificial neural network (ANN), that...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Andrews BJ,Davoodi R,Kamnik R,Bajd T

    更新日期:1998-01-01 00:00:00

  • Injectable CMC/PEI gel as an in vivo scaffold for demineralized bone matrix.

    abstract::A number of materials have been considered as sources of grafts to repair bone defects. Here, we examined the possibility of creating in situ-forming gels from sodium carboxymethylcellulose (CMC) and poly(ethyleneimine) (PEI) for use as an in vivo carrier of demineralized bone matrix (DBM). The interaction between ani...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-2009-0603

    authors: Kim KS,Kang YM,Lee JY,Kim ES,Kim CH,Min BH,Lee HB,Kim JH,Kim MS

    更新日期:2009-01-01 00:00:00

  • Medpor regulates osteoblast's microRNAs.

    abstract::Porous polyethylene (PP or Medpor) is an alloplastic material worldwide used for craniofacial reconstruction. Although several clinical studies are available, there is a lack as regard the genetic effects. Because PP is always fixed on bone and the mechanism by which PP acts on osteoblasts is unknown, we therefore att...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Palmieri A,Pezzetti F,Brunelli G,Martinelli M,Scapoli L,Arlotti M,Masiero E,Carinci F

    更新日期:2008-01-01 00:00:00

  • New clinical failure mode triggered by a new coronary stent design.

    abstract::Longitudinal stent compression (LSC) is a new failure mode not previously observed in coronary stents. This phenomenon occurs when the physician tries to cross the deployed stent with other devices. While this phenomenon has been observed with a number of stent designs, it seems more common with the Element stent. A c...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-130781

    authors: Hsiao HM,Yeh CT,Chiu YH,Wang C,Chen CP

    更新日期:2014-01-01 00:00:00

  • Computer-aided detection of lung nodules using outer surface features.

    abstract::In this study, a computer-aided detection (CAD) system was developed for the detection of lung nodules in computed tomography images. The CAD system consists of four phases, including two-dimensional and three-dimensional preprocessing phases. In the feature extraction phase, four different groups of features are extr...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-151418

    authors: Demir Ö,Yılmaz Çamurcu A

    更新日期:2015-01-01 00:00:00

  • Multiphysics of bone remodeling: A 2D mesoscale activation simulation.

    abstract::In this work, we present an evolutive trabecular model for bone remodeling based on a boundary detection algorithm accounting for both biology and applied mechanical forces, known to be an important factor in bone evolution. A finite element (FE) numerical model using the Abaqus/Standard® software was used with a UMAT...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-171636

    authors: Spingarn C,Wagner D,Rémond Y,George D

    更新日期:2017-01-01 00:00:00

  • Studies on poly(propylene fumarate-co-ethylene glycol) based bone cement.

    abstract::Poly(propylene fumarate-co-ethylene glycol) random (PPF-1) and block (PPF-2) copolymer oligomers were prepared. Comparing the setting characteristics of PPF-1 and PPF-2 with comonomer n-vinyl pyrrolidone (n-VP) and swelling characteristics of cured PPF-1 and PPF-2, lower setting temperature and setting time was observ...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Jayabalan M,Thomas V,Sreelatha PK

    更新日期:2000-01-01 00:00:00

  • Material removal during the sliding of hydroxyapatite against UHMWPE.

    abstract::Hydroxyapatite has been rubbed against ultra-high-molecular-weight-polyethylene (UHMWPE) under calcium-containg aqueous solutions. Further, hardness tests were carried out in air and in calcium-containing solutions whose pH ranged from pH 5 to pH 9. Hardness was found to vary with pH with a peak at around pH 7, i.e. -...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Mazeau G,Czernuszka JT

    更新日期:2001-01-01 00:00:00

  • Surface degradation study of magnesium tested in simulated body fluid.

    abstract::Magnesium has attracted a lot of attention as a new class of biodegradable material. The surface properties of magnesium in simulated body fluid (SBF) were investigated in the current research work. Cast magnesium samples with different surface characteristics were prepared which were then placed in SBF for 2, 4 and 8...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-191057

    authors: Sana A,Malik I,Mujahid M,Akram MA,Adeel Umer M

    更新日期:2019-01-01 00:00:00

  • Push-out strength of hydroxyapatite coated by sputtering technique in bone.

    abstract::Hydroxyapatite was coated with 1 microm thickness on titanium columns of a length of 10 mm, an outer diameter of 4.0 mm by radio frequency magnetron sputtering. The hydroxyapatite coating titanium columns were implanted in the diaphysis of femora of 3 adult dogs, and push-out test was carried out after 2, 4 and 12 wee...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Ozeki K,Yuhta T,Aoki H,Nishimura I,Fukui Y

    更新日期:2001-01-01 00:00:00

  • An improved finite element modeling of the cerebrospinal fluid layer in the head impact analysis.

    abstract::The finite element (FE) method has been widely used to investigate the mechanism of traumatic brain injuries (TBIs), because it is technically difficult to quantify the responses of the brain tissues to the impact in experiments. One of technical challenges to build a FE model of a human head is the modeling of the ce...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-171666

    authors: Wu JZ,Pan CS,Wimer BM,Rosen CL

    更新日期:2017-01-01 00:00:00

  • Sparse-view computed tomography image reconstruction via a combination of L(1) and SL(0) regularization.

    abstract::Low-dose computed tomography reconstruction is an important issue in the medical imaging domain. Sparse-view has been widely studied as a potential strategy. Compressed sensing (CS) method has shown great potential to reconstruct high-quality CT images from sparse-view projection data. Nonetheless, low-contrast struct...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-151437

    authors: Qi H,Chen Z,Guo J,Zhou L

    更新日期:2015-01-01 00:00:00

  • Cultured blood versus donated blood: long-run perspectives of the economy of blood.

    abstract::Recent advances of fundamental research on the in vitro generation of red blood cells (RBCs) from hematopoietic stem cells in the laboratory open new possibilities of the utilization of cultured RBCs in transfusion medicine. We study the economic challenge of the setup and development of the mass industrial production...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-141251

    authors: Mercier Ythier J

    更新日期:2015-01-01 00:00:00

  • The in vitro and in vivo indomethacin release from self-setting bioactive glass bone cement.

    abstract::The in vivo and in vitro drug release profiles from a self-setting bioactive CaO-SiO2-P2O5 glass bone cement containing indomethacin as a model drug were investigated. The cement containing 2% and 5% indomethacin (IMC) powder hardened within 5 min after mixing with ammonium phosphate buffer. After setting, in vitro dr...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Otsuka M,Nakahigashi Y,Matsuda Y,Kokubo T,Yoshihara S,Fujita H,Nakamura T

    更新日期:1997-01-01 00:00:00

  • Studies on quantitative analysis and automatic recognition of cell types of lung cancer.

    abstract::Recognition of lung cancer cells is very important to the clinical diagnosis of lung cancer. In this paper we present a novel method to extract the structure characteristics of lung cancer cells and automatically recognize their types. Firstly soft mathematical morphology methods are used to enhance the grayscale imag...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Chen YC,Hu KH,Li FZ,Li SY,Su WF,Huang ZY,Hu YX

    更新日期:2006-01-01 00:00:00

  • Dentin bonding system. Part I: Literature review.

    abstract::Currently, clinicians face choices of restoration including amalgams (mercury-based, gallium-based alloys, or mercury-free silver-based substitutes), composite resins, ceramics, and gold alloy. In order to choose an appropriate restorative material, many parameters are involved; they include preparation time requireme...

    journal_title:Bio-medical materials and engineering

    pub_type: 历史文章,杂志文章,评审

    doi:

    authors: Miyazaki M,Oshida Y,Xirouchaki L

    更新日期:1996-01-01 00:00:00

  • Mechanical properties of cancellous tissue in compression test and nanoindentation.

    abstract::The goal of the study was to determine material constants of cancellous tissue in a compression test taking into account stress-strain characteristics. The nineteen test samples were resected from a femoral head of a patient qualified for a hip replacement surgery. During the compression tests, load-displacement curve...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-180999

    authors: Kokot G,Makuch A,Skalski K,Bańczerowski J

    更新日期:2018-01-01 00:00:00

  • Increased intrinsic stiffness and mineralization in femurs of adult rats after high intensity treadmill running training.

    abstract:BACKGROUND:Physical activity plays a tremendous role in determining bone mechanical behavior, which is superimposed to gravidity. OBJECTIVE:Compare the geometric and material responses of the rat femur to a high intensity treadmill running training of a relatively short duration, as assessed by 3-point mechanical test...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-171684

    authors: Bozzini C,Viscor G,Kristjánsson JCR,Picasso E,Champin G,Alippi RM,Bozzini CE

    更新日期:2017-01-01 00:00:00

  • Automatic analysis of image of surface structure of cell wall-deficient EVC.

    abstract::Some computer applications for cell characterization in medicine and biology, such as analysis of surface structure of cell wall-deficient EVC (El Tor Vibrio of Cholera), operate with cell samples taken from very small areas of interest. In order to perform texture characterization in such an application, only a few t...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:

    authors: Li S,Hu K,Cai N,Su W,Xiong H,Lou Z,Lin T,Hu Y

    更新日期:2001-01-01 00:00:00

  • SAR and thermal response effects of a two-arm Archimedean spiral coil in a magnetic induction sensor on a human head.

    abstract::This study investigates the radiation safety of a newly designed magnetic induction sensor. This novel magnetic induction sensor uses a two-arm Archimedean spiral coil (TAASC) as the exciter. A human head model with a real anatomical structure was used to calculate the specific absorption rate (SAR) and temperature ch...

    journal_title:Bio-medical materials and engineering

    pub_type: 杂志文章

    doi:10.3233/BME-151329

    authors: Zhang Z,Liu P,Zhou D,Zhang L,Ding L

    更新日期:2015-01-01 00:00:00