Abstract:
Objective:We aimed to propose an automatic method based on Support Vector Machine (SVM) and Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) to segment the tumor lesions of head and neck cancer (HNC). Materials and Methods:120 DCE-MRI samples were collected. Five curve features and two principal components of the normalized time-intensity curve (TIC) in 80 samples were calculated as the dataset in training three SVM classifiers. The other 40 samples were used as the testing dataset. The area overlap measure (AOM) and the corresponding ratio (CR) and percent match (PM) were calculated to evaluate the segmentation performance. The training and testing procedure was repeated for 10 times, and the average performance was calculated and compared with similar studies. Results:Our method has achieved higher accuracy compared to the previous results in literature in HNC segmentation. The average AOM with the testing dataset was 0.76 ± 0.08, and the mean CR and PM were 79 ± 9% and 86 ± 8%, respectively. Conclusion:With improved segmentation performance, our proposed method is of potential in clinical practice for HNC.
journal_name
Contrast Media Mol Imagingjournal_title
Contrast media & molecular imagingauthors
Deng W,Luo L,Lin X,Fang T,Liu D,Dan G,Chen Hdoi
10.1155/2017/8612519subject
Has Abstractpub_date
2017-09-07 00:00:00pages
8612519eissn
1555-4309issn
1555-4317journal_volume
2017pub_type
杂志文章abstract::Quantum dot micelles (pQDs) with a paramagnetic coating are promising nanoparticles for bimodal molecular imaging. Their bright fluorescence allows for optical detection, while their Gd payload enables visualization with contrast-enhanced MRI. A popular approach in molecular MRI is the targeting of abundantly expresse...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.411
更新日期:2011-03-01 00:00:00
abstract::Multimodal nanoprobes are highly demanded for biomedical imaging applications to enhance the reliability of the diagnostic results. Among different types of nano-objects, ultrasmall silica gadolinium nanoparticle (SiGdNP) appears as a safe, effective, and versatile platform for this purpose. In this study, a new metho...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2018/7938267
更新日期:2018-11-01 00:00:00
abstract:Purpose:Several meta-analyses have reported data about the diagnostic performance of positron emission tomography or positron emission tomography/computed tomography (PET or PET/CT) with different radiotracers in patients with suspicious lung cancer (LC) or pleural tumours (PT). This review article aims at providing an...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章,评审
doi:10.1155/2020/5282698
更新日期:2020-04-25 00:00:00
abstract::Purpose. To investigate the value of SUV metrics and radiomic features based on the ability of 18F-FDG PET/CT in differentiating between breast lymphoma and breast carcinoma. Methods. A total of 67 breast nodules from 44 patients who underwent 18F-FDG PET/CT pretreatment were retrospectively analyzed. Radiomic paramet...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2019/4507694
更新日期:2019-02-25 00:00:00
abstract::MRI cell tracking is a promising technique to track various cell types (stem cells, tumor cells, etc.) in living animals. Usually, cells are incubated with iron oxides (T(2) contrast agent) in order to take up the particles before being injected in vivo. Iron oxide quantification is important in such studies for valid...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.497
更新日期:2012-05-01 00:00:00
abstract::We evaluated the difference in the status of dopamine transporters (DATs) depending on Parkinsonism, cerebellar, and autonomic features using F-18 FP-CIT positron emission tomography (PET) in multiple system atrophy with cerebellar ataxia (MSA-C). We also assessed whether the DAT PET could be useful in the management ...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2017/8598705
更新日期:2017-11-29 00:00:00
abstract::The purpose was to investigate whether MnCl(2) can serve as an MRI contrast agent to detect chronic cryoinjury infarction in pigs in vivo and whether MnCl(2) causes significant hemodynamic disturbances. Hearts were subjected to a topical 2 min cryothermia to establish myocardial infarction (MI). Thereafter GdDTPA-enha...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.438
更新日期:2011-11-01 00:00:00
abstract:Background:To evaluate the clinical and prognostic value of PET/CT with combination of 68Ga-DOTATATE and 18F-FDG in gastroenteropancreatic neuroendocrine neoplasms (GEP-NENs). Method:83 patients of GEP-NENs who underwent 68Ga-DOTATATE and 18F-FDG PET/CT were enrolled between June 2013 and December 2016. Well-different...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2018/2340389
更新日期:2018-02-26 00:00:00
abstract::The purpose of this study was to determine if parameters derived from diffusion-weighted (DW-) and dynamic contrast-enhanced (DCE-) magnetic resonance imaging (MRI) can help to assess early response to peptide receptor radionuclide therapy (PRRT) with 90Y-DOTATOC in neuroendocrine hepatic metastases (NET-HM). Twenty p...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2019/1517208
更新日期:2019-11-11 00:00:00
abstract::In this study we report the development of a bioconjugate between superparamagnetic iron oxide nanoparticles and Phl p5a (one of the major allergens from grass pollen). The bioconjugate also contains an optical probe (Alexa647) conjugated to the nanoparticle via biotin-streptavidin association. We show that this conju...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.1466
更新日期:2012-07-01 00:00:00
abstract::Recent reports have claimed a superior performance of HEPES buffer in comparison to alternative buffer systems for (67/68) Ga labeling in aqueous media. In this paper we report spectroscopic ((1) H and (71) Ga NMR), radiochemical, mass spectrometry and theoretical modeling studies on the Ga(3+)/HEPES system (HEPES = N...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.1517
更新日期:2013-05-01 00:00:00
abstract::Various contrast agents (Magnevist, Gadovist and Multihance) loaded into polymeric nanocapsules were synthesized by the inverse miniemulsion technique. The relaxivity of the resultant contrast agents was assessed at 1.5 T magnetic field strength. The ionic relaxivity of the contrast agents could at least be maintained...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.364
更新日期:2010-03-01 00:00:00
abstract::An observational study was set up to assess the feasibility of [18F]FPRGD2 PET/CT for imaging patients with multiple myeloma (MM) and to compare its detection rate with low dose CT alone and combined [18F]NaF/[18F]FDG PET/CT images. Four patients (2 newly diagnosed patients and 2 with relapsed MM) were included and un...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2017/6162845
更新日期:2017-07-27 00:00:00
abstract::Advances in regenerative medicine are rapidly transforming healthcare. A cornerstone of regenerative medicine is the introduction of cells that were grown or manipulated in vitro. Key questions that arise after these cells are re-introduced are: whether these cells are localized in the appropriate site; whether cells ...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章,评审
doi:10.1002/cmmi.1547
更新日期:2013-11-01 00:00:00
abstract::Targeted magnetic resonance contrast agents (e.g. iron oxide nanoparticles) have the potential to become highly selective imaging tools. In this context, quantification of the coupled amount of protein is essential for the design of antibody- or antibody fragment-conjugated nanoparticles. Nevertheless, the presence of...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.405
更新日期:2011-05-01 00:00:00
abstract::[This corrects the article DOI: 10.1155/2017/7368384.]. ...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章,已发布勘误
doi:10.1155/2018/2165693
更新日期:2018-08-23 00:00:00
abstract::Ferrite nanoparticles (F-NPs) can transform both cancer diagnostics and therapeutics. Superparamagnetic F-NPs exhibit high magnetic moment and susceptibility such that in presence of a static magnetic field transverse relaxation rate of water protons for MRI contrast is augmented to locate F-NPs (i.e., diagnostics) an...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章,评审
doi:10.1155/2017/6387217
更新日期:2017-12-11 00:00:00
abstract:Objective:To qualitatively and quantitatively compare the contrast-enhanced magnetic resonance angiography (MRA) and magnetic resonance imaging (MRI) in one-stop shop of abdominal imaging with Gadobutrol and Gd-DTPA at equimolar doses of gadolinium. Materials and Methods:This was a prospective designed, multiple cente...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章,多中心研究,随机对照试验
doi:10.1155/2019/9738464
更新日期:2019-12-02 00:00:00
abstract:PURPOSE:Microbubble contrast agents are currently implemented in a variety of both clinical and preclinical ultrasound imaging studies. The therapeutic and diagnostic capabilities of these contrast agents are limited by their short in-vivo lifetimes, and research to lengthen their circulation times is on going. In this...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.414
更新日期:2011-05-01 00:00:00
abstract::In the pursuit of understanding the pathological alterations that underlie ischaemic injuries, such as vascular remodelling and reorganisation, there is a need for recognising the capabilities and limitations of in vivo imaging techniques. Thus, this review presents contemporary published research of imaging modalitie...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章,评审
doi:10.1155/2019/3128529
更新日期:2019-02-03 00:00:00
abstract::Photoacoustic imaging is an emerging imaging modality for noninvasive detection of tissue structural and functional anomalies. Multifunctional microbubbles (MBs) and nanobubbles (NBs) are contrast agents integrating multiple disease-targeting, imaging and therapeutic functions. Multifunctional MBs and NBs represent an...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章,评审
doi:10.1002/cmmi.442
更新日期:2011-09-01 00:00:00
abstract::The combination of the size-dependent properties of nanomaterials with radioisotopes is emerging as a novel tool for molecular imaging. There are numerous examples already showing how the controlled synthesis of nanoparticles and the incorporation of a radioisotope in the nanostructure offer new features beyond the si...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章,评审
doi:10.1155/2017/1549580
更新日期:2017-11-21 00:00:00
abstract::The development of molecular probes and novel imaging modalities, allowing better resolution and specificity, is associated with an increased potential for molecular imaging of atherosclerotic plaques especially in basic and pre-clinical research applications. In that context, a photoacoustic molecular probe based on ...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.1491
更新日期:2013-01-01 00:00:00
abstract::To date, the combination of histological sectioning, staining, and microscopic assessment of the 2D sections is still the golden standard for structural and compositional analysis of biological tissues. X-ray microfocus computed tomography (microCT) is an emerging 3D imaging technique with high potential for 3D struct...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章,评审
doi:10.1155/2019/8617406
更新日期:2019-02-28 00:00:00
abstract::A novel tumor stroma targeting and membrane-penetrating cyclic peptide, named iCREKA, was designed and labeled by fluorescein isothiocyanate (FITC) and positron emitter 18F to build the tumor-targeting tracers. The FITC-iCREKA was proved to have significantly higher cellular uptake in the glioma U87 cells in the prese...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2018/7929617
更新日期:2018-03-04 00:00:00
abstract:Objectives:Bone ischemia and necrosis are challenging to treat, requiring investigation of native and engineered bone revascularisation processes through advanced imaging techniques. This study demonstrates an experimental two-step method for precise bone and vessel analysis in native bones or vascularised bone grafts ...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2017/4035160
更新日期:2017-04-23 00:00:00
abstract::Perfluorocarbon (PFC) double emulsions loaded with a water-soluble, therapeutic agent can be triggered by ultrasound in a process known as acoustic droplet vaporization. Elucidating the stability and biodistribution of these sonosensitive vehicles and encapsulated agents is critical in developing targeted drug deliver...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1002/cmmi.1532
更新日期:2013-07-01 00:00:00
abstract:Rationale:To assess the diagnostic value of 18F-FDG-PET/CT for different retroperitoneal soft tissue sarcomas (STS) and other similar tumors. To analyze the predictive value of 18F-FDG-PET/CT for histological grade and main prognostic factors. Methods:195 patients with 44 different diseases have been included. Relatio...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2018/2601281
更新日期:2018-07-02 00:00:00
abstract::Sialic acid-binding immunoglobulin-like lectin 9 (Siglec-9) is a ligand of inflammation-inducible vascular adhesion protein-1 (VAP-1). We compared 68Ga-DOTA- and 18F-fluorodeoxyribose- (FDR-) labeled Siglec-9 motif peptides for PET imaging of inflammation. Methods. Firstly, we examined 68Ga-DOTA-Siglec-9 and 18F-FDR-S...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2017/7645070
更新日期:2017-12-31 00:00:00
abstract::Overexpression of the chemokine-4 receptor (CXCR4) in brain tumors is associated with high cancer cell invasiveness. Recently, we reported the preclinical evaluation of 99mTc-CXCR4-L (cyclo-D-Tyr-D-[NMe]Orn[EDDA-99mTc-6-hydrazinylnicotinyl]-Arg-NaI-Gly) as a SPECT radioligand capable of specifically detecting the CXCR...
journal_title:Contrast media & molecular imaging
pub_type: 杂志文章
doi:10.1155/2020/2525037
更新日期:2020-04-27 00:00:00