0000000000148261

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showing 18 related works from this author

Long-term monitoring of mrk 501 for its very high energy γ emission and a flare in 2011 october

2012

"As one of the brightest active blazars in both X-ray and very high energy γ -ray bands, Mrk 501, is very useful for" "physics associated with jets from active galactic nuclei. The ARGO-YBJ experiment has monitored Mrk 501 for γ - rays above 0.3 TeV since 2007 November. The largest flare since 2005 was observed from 2011 October and lasted until about 2012 April. In this paper, a detailed analysis of this event is reported. During the brightest γ -ray flaring episodes from 2011 October 17 to November 22, an excess of the event rate over 6σ is detected by ARGO-YBJ in the direction of Mrk 501, corresponding to an increase of the γ -ray flux above 1 TeV by a factor of 6.6 ± 2.2 from its steady…

Active galactic nucleusactive" ["galaxies]Astrophysics::High Energy Astrophysical PhenomenaFluxAstrophysicsAstrophysics::Cosmology and Extragalactic Astrophysics7. Clean energy01 natural sciencesSpectral linelaw.inventionlaw0103 physical sciencesBlazar010303 astronomy & astrophysicsPhysicsindividual (Markarian 501) – galaxies: active – gamma rays: general – radiation mechanisms: non-thermal [BL Lacertae objects]" "general" ["gamma rays]010308 nuclear & particles physicsBL Lacertae objects: individual (Markarian 501) – galaxies: active – gamma rays: general – radiation mechanisms: non-thermalSettore FIS/01 - Fisica SperimentaleAstronomy and AstrophysicsQuasarGalaxyindividual (Markarian 501)" ["BL Lacertae objects]13. Climate actionSpace and Planetary ScienceSpectral energy distributionFlare
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Deep Learning-Based Methods for Prostate Segmentation in Magnetic Resonance Imaging

2021

Magnetic Resonance Imaging-based prostate segmentation is an essential task for adaptive radiotherapy and for radiomics studies whose purpose is to identify associations between imaging features and patient outcomes. Because manual delineation is a time-consuming task, we present three deep-learning (DL) approaches, namely UNet, efficient neural network (ENet), and efficient residual factorized convNet (ERFNet), whose aim is to tackle the fully-automated, real-time, and 3D delineation process of the prostate gland on T2-weighted MRI. While UNet is used in many biomedical image delineation applications, ENet and ERFNet are mainly applied in self-driving cars to compensate for limited hardwar…

Computer scienceGraphics processing unit02 engineering and technologyResiduallcsh:TechnologyArticle030218 nuclear medicine & medical imaginglcsh:Chemistrydeep learning; segmentation; prostate; MRI; ENet; UNet; ERFNet; radiomicsSet (abstract data type)03 medical and health sciences0302 clinical medicineENetERFNet0202 electrical engineering electronic engineering information engineeringGeneral Materials ScienceSegmentationlcsh:QH301-705.5InstrumentationSettore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniFluid Flow and Transfer ProcessesprostateArtificial neural networklcsh:Tbusiness.industryProcess Chemistry and TechnologyDeep learningsegmentationGeneral EngineeringProcess (computing)deep learningUNetPattern recognitionlcsh:QC1-999Computer Science Applicationslcsh:Biology (General)lcsh:QD1-999lcsh:TA1-2040radiomics020201 artificial intelligence & image processingArtificial intelligenceCentral processing unitlcsh:Engineering (General). Civil engineering (General)businesslcsh:PhysicsMRIApplied Sciences
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OBSERVATION OF THE TeV GAMMA-RAY SOURCE MGRO J1908+06 WITH ARGO-YBJ

2012

The extended gamma ray source MGRO J1908+06, discovered by the Milagro air shower detector in 2007, has been observed for about 4 years by the ARGO-YBJ experiment at TeV energies, with a statistical significance of 6.2 standard deviations. The peak of the signal is found at a position consistent with the pulsar PSR J1907+0602. Parametrizing the source shape with a two-dimensional Gauss function we estimate an extension \sigma = 0.49 \pm 0.22 degrees, consistent with a previous measurement by the Cherenkov Array H.E.S.S.. The observed energy spectrum is dN/dE = 6.1 \pm 1.4 \times 10^-13 (E/4 TeV)^{-2.54 \pm 0.36} photons cm^-2 s^-1 TeV^-1, in the energy range 1-20 TeV. The measured gamma ray…

Astrophysics::High Energy Astrophysical PhenomenaAstrophysicsgeneral – pulsars: individual (MGRO J1908+06) [gamma rays]7. Clean energy01 natural sciencesPulsar wind nebulaLuminositySettore FIS/05 - Astronomia E AstrofisicaPulsar0103 physical sciences010303 astronomy & astrophysicspulsarPhysics010308 nuclear & particles physicsgamma rays: general – pulsars: individual (MGRO J1908+06)Settore FIS/01 - Fisica SperimentaleGamma rayAstronomy and Astrophysics(MGRO J1908+06)Air showerCrab Nebula13. Climate actionSpace and Planetary Sciencegamma rayMilagroHigh Energy Physics::ExperimentAstrophysics - High Energy Astrophysical PhenomenaEnergy (signal processing)
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Observation of TeV gamma-rays from the unidentified source HESS J1841-055 with the ARGO-YBJ experiment

2013

We report the observation of a very high energy \gamma-ray source, whose position is coincident with HESS J1841-055. This source has been observed for 4.5 years by the ARGO-YBJ experiment from November 2007 to July 2012. Its emission is detected with a statistical significance of 5.3 standard deviations. Parameterizing the source shape with a two-dimensional Gaussian function we estimate an extension \sigma=(0.40(+0.32,-0.22}) degree, consistent with the HESS measurement. The observed energy spectrum is dN/dE =(9.0-+1.6) x 10^{-13}(E/5 TeV)^{-2.32-+0.23} photons cm^{-2} s^{-1} TeV^{-1}, in the energy range 0.9-50 TeV. The integral \gamma-ray flux above 1 TeV is 1.3-+0.4 Crab units, which is…

PhysicsHigh Energy Astrophysical Phenomena (astro-ph.HE)Range (particle radiation)PhotonDegree (graph theory)010308 nuclear & particles physicsSettore FIS/01 - Fisica SperimentaleGamma rayFluxFOS: Physical sciencesAstronomy and AstrophysicsAstrophysics01 natural sciencesgamma raysWavelengthSettore FIS/05 - Astronomia E AstrofisicaSpace and Planetary ScienceCoincident0103 physical sciencesGamma Rays Argo-YBJ Extended Air Shower DetectorsAstrophysics - High Energy Astrophysical Phenomena010303 astronomy & astrophysicsgeneral [gamma rays]Energy (signal processing)
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A 4500 year record of palaeomagnetic secular variation and relative palaeointensity from the Tyrrhenian Sea

2020

A marine sediment core from the western Mediterranean provides a newhigh-resolution 4,500-year record of palaeomagnetic secular variation and relativepalaeointensity. In 2013, the 7.1-metre C5 core was recovered from the TyrrhenianSea as part of the NextData climate data project. The coring site, 15 km offshorefrom the Volturno river mouth, is well-located to record combined marine andterrestrial palaeoclimatic influences, and the fine-grained, rapidly deposited sedimentsare effective palaeomagnetic recorders. We investigate the palaeomagnetic field direction and strength recorded in the core, which provide a valuable high-resolution recordof Holocene geomagnetic variation in the area. Usin…

Tyrrhenian Seapalaeomagnetic010504 meteorology & atmospheric sciencesGeologyOcean Engineering010502 geochemistry & geophysics01 natural sciencesSecular variationPaleontologysecular variationGeology0105 earth and related environmental sciencesWater Science and TechnologyGeological Society, London, Special Publications
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A roadmap for amphibious drilling at the Campi Flegrei caldera: insights from a MagellanPlus workshop

2019

Large calderas are among the Earth's major volcanic features. They are associated with large magma reservoirs and elevated geothermal gradients. Caldera-forming eruptions result from the withdrawal and collapse of the magma chambers and produce large-volume pyroclastic deposits and later-stage deformation related to post-caldera resurgence and volcanism. Unrest episodes are not always followed by an eruption; however, every eruption is preceded by unrest. The Campi Flegrei caldera (CFc), located along the eastern Tyrrhenian coastline in southern Italy, is close to the densely populated area of Naples. It is one of the most dangerous volcanoes on Earth and represents a key example of an acti…

010504 meteorology & atmospheric sciencesCalderasGeochemistryEnergy Engineering and Power TechnologyPyroclastic rockVolcanologyMagma chamberVolcanism010502 geochemistry & geophysics01 natural sciencesdrillingsouthern ItalycalderaCaldera14. Life underwater0105 earth and related environmental sciencesgeographygeography.geographical_feature_categoryMechanical Engineeringlcsh:QE1-996.5VolcanologyMagellanPlus workshopInternational Ocean Discovery Programlcsh:GeologyCampi Flegrei calderaVolcanoItaly13. Climate actionEruptionMagmacaldera Campi Flegrei monitopring system hydrothermal system IODPCampi FlegreiGeology
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Marinesco-Sjögren syndrome caused by a new SIL1 frameshift mutation

2015

no abstract available

Neurologybusiness.industryMarinesco–Sjögren syndromeAutosomal recessive cerebellar ataxias Cerebellar atrophy Early-onset cataracts Marinesco-Sjögren Syndrome Mental retardation SIL1 geneCancer researchMedicineCerebellar atrophySettore MED/26 - NeurologiaNeurology (clinical)businessmedicine.diseaseAutosomal recessive cerebellar ataxias; Cerebellar atrophy; Early-onset cataracts; Marinesco-Sjögren Syndrome; Mental retardation; SIL1 geneFrameshift mutation
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Photo-inhibition of Ab fibrillation mediated by a newly designed fluorinated oxadiazole

2015

Uncontrolled aggregation of amyloid beta peptide (A?) is the main cause of Alzheimer's Disease. Therapeutic approaches of intervention in amyloid diseases include the use of small molecules able to stabilize the soluble A? conformation, or to redirect the amyloidogenic pathway towards non-toxic and non-fibrillar states. Fluorometric measurements revealed that the 3-(4'-trifluoromethylphenyl)-5-(4'-methoxyphenyl)-1,2,4-oxadiazole, when irradiated, is able to interact with monomeric A? peptide readdressing the aggregation pathway toward the formation of amorphous aggregates as evidenced by means of CD, AFM, and SAXS measurements. We hypothesize that this compound, under radiation, forms a rea…

chemistry.chemical_classificationAmyloidbiologyAmyloid betaGeneral Chemical EngineeringReactive intermediateP3 peptideOxadiazoleFibrillation inhibitionPeptideAlzheimer’s disease Amyloid Fibrillation inhibition Photo-excitation Neuronal diseasesGeneral ChemistryAlzheimer's diseaseSmall moleculeNeuronal diseaseschemistry.chemical_compoundAmyloid diseasechemistryBiochemistrybiology.proteinCytotoxicityPhoto-excitation
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Effect of temperature–bias annealing on the hysteresis and subthreshold behavior of multilayer MoS2 transistors

2016

The transfer characteristics (ID-VG) of multilayers MoS2 transistors with a SiO2/Si backgate and Ni source/drain contacts have been measured on as-prepared devices and after annealing at different temperatures (T-ann from 150 degrees C to 200 degrees C) under a positive bias ramp (V-G from 0 V to + 20 V). Larger T-ann resulted in a reduced hysteresis of the ID-VG curves (from similar to 11 V in the as-prepared sample to similar to 2.5 V after Tann at 200 degrees C). The field effect mobility (similar to 30 cm(2) V-1 s(-1)) remained almost unchanged after the annealing. On the contrary, the subthreshold characteristics changed from the common n-type behaviour in the as-prepared device to the…

Materials scienceAnnealing (metallurgy)Schottky barriermultilayersField effect02 engineering and technologyElectron01 natural scienceslaw.inventionlaw0103 physical sciencesGeneral Materials ScienceSchottky barrier010302 applied physicsCondensed matter physicsSubthreshold conductionmultilayerTransistorSettore FIS/01 - Fisica Sperimentale021001 nanoscience & nanotechnologyCondensed Matter PhysicsSchottky barrierstransistorField-effect transistorPositive biasannealingtransistorsMaterials Science (all)0210 nano-technologyMoS2
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A smart and operator independent system to delineate tumours in Positron Emission Tomography scans

2018

Abstract Positron Emission Tomography (PET) imaging has an enormous potential to improve radiation therapy treatment planning offering complementary functional information with respect to other anatomical imaging approaches. The aim of this study is to develop an operator independent, reliable, and clinically feasible system for biological tumour volume delineation from PET images. Under this design hypothesis, we combine several known approaches in an original way to deploy a system with a high level of automation. The proposed system automatically identifies the optimal region of interest around the tumour and performs a slice-by-slice marching local active contour segmentation. It automa…

Lung NeoplasmsComputer sciencemedicine.medical_treatmentPET imagingPattern Recognition Automated030218 nuclear medicine & medical imaging0302 clinical medicineNeoplasmsImage Processing Computer-AssistedSegmentationDiagnosis Computer-AssistedNeoplasm MetastasisRadiation treatment planningSettore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniObserver VariationActive contour modelmedicine.diagnostic_testBrain NeoplasmsPhantoms ImagingComputer Science ApplicationsHead and Neck NeoplasmsPositron emission tomography030220 oncology & carcinogenesis18F-fluoro-2-deoxy-d-glucoseAlgorithms18F-fluoro-2-deoxy-d-glucose and 11C-labeled methionine PET imagingSimilarity (geometry)Health InformaticsSensitivity and SpecificityNOActive contour algorithm03 medical and health sciencesFluorodeoxyglucose F18Predictive Value of TestsRegion of interestmedicineHumansFalse Positive ReactionsRetrospective Studies18F-fluoro-2-deoxy-d-glucose 11C-labeled methionine PET imaging Active contour algorithm Biological target volume Cancer segmentationbusiness.industryRadiotherapy Planning Computer-Assisted11C-labeled methionineReproducibility of ResultsPattern recognitionGold standard (test)Cancer segmentationRadiation therapyBiological target volumePositron-Emission TomographyArtificial intelligenceTomography X-Ray ComputedbusinessSoftwareComputers in Biology and Medicine
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Mineralogical and chemical variability of fluvial sediments 2. Suspended-load silt (Ganga–Brahmaputra, Bangladesh)

2011

Sediments carried in suspension represent a fundamental part of fluvial transport. Nonetheless, largely because of technical problems, they have been hitherto widely neglected in provenance studies. In order to determine with maximum possible precision the mineralogy of suspended load collected in vertical profiles from water surface to channel bottom of Rivers Ganga and Brahmaputra, we combined Raman spectroscopy with traditional heavy-mineral and X-ray diffraction analyses, carried out separately on low-density and dense fractions of all significant size classes in each sample (multiple-window approach). Suspended load resulted to be a ternary mixture of dominant silt enriched in phyllosi…

REE geochemistryProvenanceSuspension sortingsilt mineralogy settling equivalence suspension sorting Raman spectroscopy REE geochemistry weathering indicesSedimentFluvialMineralogySiltSettore GEO/08 - Geochimica E VulcanologiaSettling equivalenceGeophysicsSpace and Planetary ScienceGeochemistry and PetrologyWeathering indicesRaman spectroscopySilt mineralogyEarth and Planetary Sciences (miscellaneous)ErosionGEO/02 - GEOLOGIA STRATIGRAFICA E SEDIMENTOLOGICASedimentary rockSuspended loadSediment transportGeology
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High-Intensity Focused Ultrasound- and Radiation Therapy-Induced Immuno-modulation: Comparison and Potential Opportunities

2017

In recent years, high-intensity focused ultrasound (HIFU) has emerged as a new and promising non-invasive and non-ionizing ablative technique for the treatment of localized solid tumors. Extensive pre-clinical and clinical studies have evidenced that, in addition to direct destruction of the primary tumor, HIFU-thermoablation may elicit long-term systemic host anti-tumor immunity. In particular, an important consequence of HIFU treatment includes the release of tumor-associated antigens (TAAs), the secretion of immuno-suppressing factors by cancer cells and the induction of cytotoxic T lymphocyte (CTL) activity. Radiation therapy (RT) is the main treatment modality used for many types of tu…

0301 basic medicinePathologymedicine.medical_specialtyRadiology Nuclear Medicine and ImagingAcoustics and Ultrasonicsmedicine.medical_treatmentBiophysicsImmunomodulation03 medical and health sciences0302 clinical medicineImmune systemNeoplasmsmedicineBystander effectHumansCancerChemotherapyRadiological and Ultrasound Technologybusiness.industryCancermedicine.diseasePrimary tumorThermal ablationHigh-intensity focused ultrasoundRadiation therapyImmuno-therapyRadiation therapyTumor vaccine030104 developmental biologyBiophysicHigh-intensity focused ultrasound030220 oncology & carcinogenesisCancer cellCancer researchHigh-Intensity Focused Ultrasound AblationAnti-tumor immunitybusinessAnti-tumor immunity; Cancer; High-intensity focused ultrasound; Immuno-therapy; Radiation therapy; Thermal ablation; Tumor vaccine
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Neurochemical correlates of brain atrophy in fibromyalgia syndrome: a magnetic resonance spectroscopy and cortical thickness study

2020

(1) Background: Recently, a series of clinical neuroimaging studies on fibromyalgia (FM) have shown a reduction in cortical volume and abnormally high glutamate (Glu) and glutamate + glutamine (Glx) levels in regions associated with pain modulation. However, it remains unclear whether the volumetric decreases and increased Glu levels in FM are related each other. We hypothesized that higher Glu levels are related to decreases in cortical thickness (CT) and volume in FM patients. (2) Methods: Twelve females with FM and 12 matched healthy controls participated in a session of combined 3.0 Tesla structural magnetic resonance imaging (MRI) and single-voxel MR spectroscopy focused on the thalami…

In vivo magnetic resonance spectroscopymedicine.medical_specialtybrain MRIArticlelcsh:RC321-57103 medical and health sciences0302 clinical medicineNeurochemicalAtrophyNeuroimagingGyrusFibromyalgiaInternal medicinemedicinecortical thicknelcsh:Neurosciences. Biological psychiatry. Neuropsychiatry030304 developmental biology0303 health sciencesbusiness.industryGeneral NeuroscienceMR spectroscopyGlutamate receptorSettore MED/37 - Neuroradiologiacortical thicknessmedicine.diseaseSubcortical gray matterEndocrinologymedicine.anatomical_structurefibromyalgia; glutamate excitotoxicity; cortical thickness; brain MRI; chronic pain; MR spectroscopyMR spectroscopy; brain MRI; chronic pain; cortical thickness; fibromyalgia; glutamate excitotoxicity.fibromyalgiaSettore MED/36 - Diagnostica Per Immagini E Radioterapiabusinesschronic pain030217 neurology & neurosurgeryglutamate excitotoxicity
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An enhanced random walk algorithm for delineation of head and neck cancers in PET studies

2017

An algorithm for delineating complex head and neck cancers in positron emission tomography (PET) images is presented in this article. An enhanced random walk (RW) algorithm with automatic seed detection is proposed and used to make the segmentation process feasible in the event of inhomogeneous lesions with bifurcations. In addition, an adaptive probability threshold and a k-means based clustering technique have been integrated in the proposed enhanced RW algorithm. The new threshold is capable of following the intensity changes between adjacent slices along the whole cancer volume, leading to an operator-independent algorithm. Validation experiments were first conducted on phantom studies:…

Similarity (geometry)Computer sciencePET imagingBiomedical EngineeringRandom walk030218 nuclear medicine & medical imaging03 medical and health sciences0302 clinical medicinemedicineImage Processing Computer-AssistedHumansSegmentationComputer visionCluster analysisEvent (probability theory)Settore ING-INF/05 - Sistemi Di Elaborazione Delle Informazionimedicine.diagnostic_testbusiness.industryPhantoms ImagingBiological target volume; Head and neck cancer segmentation; PET imaging; Random walksComputer Science ApplicationPattern recognitionRandom walkComputer Science ApplicationsBiological target volumeHausdorff distancePositron emission tomographyHead and Neck Neoplasms030220 oncology & carcinogenesisPositron-Emission TomographyArtificial intelligenceHead and neck cancer segmentationComputer Vision and Pattern RecognitionbusinessAlgorithmsBiological target volume Head and neck cancer segmentation PET imaging Random walks Algorithms Head and Neck Neoplasms Humans Image Processing Computer-Assisted Phantoms Imaging Positron-Emission TomographyVolume (compression)
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Thermoreversible gelation of kappa-carrageenan: relation between conformational transition and aggregation.

2003

Abstract We have studied, by optical rotation dispersion, light scattering and rheology, the κ-Carrageenan system to elucidate the processes involved in gel formation (on decreasing the temperature) and gel melting (on increasing the temperature). Our results show that, on decreasing the temperature, a conformational transition from coils to double helices first occurs, followed by aggregation of the double helices into domains and gel formation at appropriate polymer concentration. Structural details of this sequence are better revealed by re-heating the system. Melting appears as a two-step process characterized by first a conformational change of helices involved in junction zones betwee…

Conformational changeGelationTime FactorsOptical RotationBiophysicsMolecular ConformationCarrageenanBiochemistryLight scatteringPhase TransitionRheologyScattering RadiationTransition TemperatureTexture (crystalline)Optical rotationchemistry.chemical_classificationChemistryOrganic ChemistryTemperatureSelf-assemblyPolymerCrystallographySelf-assemblyDispersion (chemistry)RheologyGelsBiophysical chemistry
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Phlogopite-pargasite coexistence in an oxygen reduced spinel-peridotite ambient

2021

AbstractThe occurrence of phlogopite and amphibole in mantle ultramafic rocks is widely accepted as the modal effect of metasomatism in the upper mantle. However, their simultaneous formation during metasomatic events and the related sub-solidus equilibrium with the peridotite has not been extensively studied. In this work, we discuss the geochemical conditions at which the pargasite-phlogopite assemblage becomes stable, through the investigation of two mantle xenoliths from Mount Leura (Victoria State, Australia) that bear phlogopite and the phlogopite + amphibole (pargasite) pair disseminated in a harzburgite matrix. Combining a mineralogical study and thermodynamic modelling, we predict …

010504 meteorology & atmospheric sciencesSciencephlogopiteGeochemistryengineering.materialamphibole010502 geochemistry & geophysics01 natural sciencesArticleMantle (geology)NOupper mantleMineral redox bufferUltramafic rockgeothermMetasomatismGeneralAmphibolePetrology0105 earth and related environmental sciencesPeridotitemodelMultidisciplinarymetasomatismphlogopite-pargasiteChemistrygeotherm; model; mantle xenoliths;PargasiteQRMineralogymantle xenolithsGeochemistryphlogopite; amphibole; metasomatism; upper mantleengineeringPhlogopiteMedicinemantle xenolithScientific Reports
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Proton-irradiated breast cells: molecular points of view

2019

Abstract Breast cancer (BC) is the most common cancer in women, highly heterogeneous at both the clinical and molecular level. Radiation therapy (RT) represents an efficient modality to treat localized tumor in BC care, although the choice of a unique treatment plan for all BC patients, including RT, may not be the best option. Technological advances in RT are evolving with the use of charged particle beams (i.e. protons) which, due to a more localized delivery of the radiation dose, reduce the dose administered to the heart compared with conventional RT. However, few data regarding proton-induced molecular changes are currently available. The aim of this study was to investigate and descri…

breast cancer cDNA microarray gene signature proton therapy radiation Breast Breast Neoplasms Cell Line Tumor DNA Complementary Dose-Response Relationship Radiation Female Gene Expression Profiling Gene Expression Regulation Neoplastic Humans Inflammation MCF-7 Cells Oligonucleotide Array Sequence Analysis Phenotype Proton Therapy Radiation Tolerance Radiotherapy ProtonsDNA ComplementaryHealth Toxicology and Mutagenesismedicine.medical_treatmentBreast NeoplasmsCell fate determinationRadiation Tolerancegene signature03 medical and health sciences0302 clinical medicineBreast cancerbreast cancerCell Line TumorRegular Papermedicineproton therapyHumansRadiology Nuclear Medicine and imagingBreastClonogenic assayBiologyProton therapyOligonucleotide Array Sequence Analysis030304 developmental biologyInflammationcDNA microarray0303 health sciencesRadiotherapyChemistryGene Expression ProfilingBreast cancer; radiation; cDNA microarray; gene signature; proton therapyCancerDose-Response Relationship RadiationGene signaturemedicine.diseaseGene Expression Regulation NeoplasticGene expression profilingRadiation therapyradiationPhenotype030220 oncology & carcinogenesisMCF-7 CellsCancer researchFemaleProtons
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GTVcut for neuro-radiosurgery treatment planning: an MRI brain cancer seeded image segmentation method based on a cellular automata model

2018

Despite of the development of advanced segmentation techniques, achieving accurate and reproducible gross tumor volume (GTV) segmentation results is still an important challenge in neuro-radiosurgery. Nowadays, magnetic resonance imaging (MRI) is the most prominent modality in radiation therapy for soft-tissue anatomical districts. Gamma Knife stereotactic neuro-radiosurgery is a minimally invasive technology for dealing with inaccessible or insufficiently treated tumors with traditional surgery or radiotherapy. During a treatment planning phase, the GTV is generally contoured by experienced neurosurgeons and radiation oncologists using fully manual segmentation procedures on MR images. Unf…

Cellular automataBrain cancersING-INF/06 - BIOINGEGNERIA ELETTRONICA E INFORMATICABrain cancers; Cellular automata; Computer-assisted segmentation; Gamma Knife neuro-radiosurgery; MR imagingComputer sciencemedicine.medical_treatment02 engineering and technologyBrain cancerRadiosurgeryING-INF/05 - SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI030218 nuclear medicine & medical imaging03 medical and health sciences0302 clinical medicine0202 electrical engineering electronic engineering information engineeringmedicineSegmentationRadiation treatment planningModality (human–computer interaction)medicine.diagnostic_testbusiness.industryComputer Science ApplicationComputer-assisted segmentationINF/01 - INFORMATICAMagnetic resonance imagingPattern recognitionGamma Knife neuro-radiosurgeryComputer Science Applications1707 Computer Vision and Pattern RecognitionImage segmentationCellular automatonComputer Science ApplicationsRadiation therapy020201 artificial intelligence & image processingComputer Vision and Pattern RecognitionArtificial intelligencebusinessMR imaging
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