Search results for "eps"

showing 10 items of 1777 documents

Low-Power Audio Keyword Spotting using Tsetlin Machines

2021

The emergence of Artificial Intelligence (AI) driven Keyword Spotting (KWS) technologies has revolutionized human to machine interaction. Yet, the challenge of end-to-end energy efficiency, memory footprint and system complexity of current Neural Network (NN) powered AI-KWS pipelines has remained ever present. This paper evaluates KWS utilizing a learning automata powered machine learning algorithm called the Tsetlin Machine (TM). Through significant reduction in parameter requirements and choosing logic over arithmetic based processing, the TM offers new opportunities for low-power KWS while maintaining high learning efficacy. In this paper we explore a TM based keyword spotting (KWS) pipe…

FOS: Computer and information sciencesspeech commandSound (cs.SD)Computer scienceSpeech recognition02 engineering and technologykeyword spottingMachine learningcomputer.software_genreComputer Science - SoundReduction (complexity)Audio and Speech Processing (eess.AS)020204 information systemsFOS: Electrical engineering electronic engineering information engineering0202 electrical engineering electronic engineering information engineeringElectrical and Electronic EngineeringArtificial neural networkLearning automatabusiness.industrylearning automatalcsh:Applications of electric power020206 networking & telecommunicationslcsh:TK4001-4102Pipeline (software)Power (physics)machine learningTsetlin MachineMFCCKeyword spottingelectrical_electronic_engineeringScalabilityMemory footprintpervasive AI020201 artificial intelligence & image processingMel-frequency cepstrumArtificial intelligencebusinesscomputerartificial neural networkEfficient energy useElectrical Engineering and Systems Science - Audio and Speech Processing
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Audio-video people recognition system for an intelligent environment

2011

In this paper an audio-video system for intelligent environments with the capability to recognize people is presented. Users are tracked inside the environment and their positions and activities can be logged. Users identities are assessed through a multimodal approach by detecting and recognizing voices and faces through the different cameras and microphones installed in the environment. This approach has been chosen in order to create a flexible and cheap but reliable system, implemented using consumer electronics. Voice features are extracted by a short time cepstrum analysis, and face features are extracted using the eigenfaces technique. The recognition task is solved using the same Su…

Face featureSettore ING-INF/05 - Sistemi Di Elaborazione Delle Informazionibusiness.industryComputer scienceIntelligent environmentPeople recognitionFeature extractionReliable systemSet-up phaseSingle sensorFacial recognition systemSelection principleSupport vector machineSoftwareEigenfaceMulti-modal approachMiddlewareCepstrumLearning ruleIntelligent environmentCepstrum analysiComputer visionArtificial intelligenceEigenfacebusiness
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Microarray mRNA expression analysis of Fanconi anemia fibroblasts.

2007

Fanconi anemia (FA) cells are generally hypersensitive to DNA cross-linking agents, implying that mutations in the different <i>FANC</i> genes cause a similar DNA repair defect(s). By using a customized cDNA microarray chip for DNA repair- and cell cycle-associated genes, we identified three genes, cathepsin B (<i>CTSB</i>), glutaredoxin (<i>GLRX</i>), and polo-like kinase 2 (<i>PLK2</i>), that were misregulated in untreated primary fibroblasts from three unrelated FA-D2 patients, compared to six controls. Quantitative real-time RT PCR was used to validate these results and to study possible molecular links between FA-D2 and other FA subtypes.…

Fanconi anemia complementation group CMicroarrayDNA RepairDNA repairMrna expressionBiologyProtein Serine-Threonine KinasesCathepsin Bchemistry.chemical_compoundCytogeneticsFanconi anemiahemic and lymphatic diseasesGeneticsmedicineHumansRNA MessengerMolecular BiologyGeneGenetics (clinical)GlutaredoxinsOligonucleotide Array Sequence AnalysisGeneticsReverse Transcriptase Polymerase Chain ReactionGene Expression ProfilingCell CycleFibroblastsmedicine.diseaseMolecular biologyFanconi AnemiachemistryCase-Control StudiesDNACytogenetic and genome research
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High risk of bacterobilia in advanced experimental chronic fasciolosis

2006

Fasciolosis is recognized as an important human disease. Wistar rats experimentally infected with Fasciola hepatica were examined using data obtained in the advanced chronic state of the disease (200, 300 and 400 days post-infection, dpi). Pigment stones (PS) and bile specimens were collected. The same procedure was applied in control rats. Liver tests were determined using stored serum samples. Bacteriological bile culture revealed viable bacteria (Escherichia coli, 45% of cases, Enterococcus faecalis, 45% and Klebsiella pneumoniae, 10%). The presence of bacterobilia was associated with liver serum enzymes, including aspartate aminotransferase (AST or SGOT), alanine aminotransferase (ALT o…

Fascioliasismedicine.medical_specialtyKlebsiella pneumoniaeBiliary Tract DiseasesVeterinary (miscellaneous)HelminthiasisBiologyGastroenterologyEnterococcus faecalisSepsisInternal medicineEnterococcus faecalisEscherichia colimedicineAnimalsBileHumansFasciola hepaticaFasciolosisRats WistarBiliary TractBacterial InfectionsFasciola hepaticamedicine.diseasebiology.organism_classificationCulture MediaRatsDisease Models AnimalKlebsiella pneumoniaeInfectious DiseasesLiverInsect ScienceChronic DiseaseImmunologyAlkaline phosphataseParasitologyBacteriaActa Tropica
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Comparativa de los resultados clínicos y biomecánicos del tratamiento de la patología de la porción larga del bíceps braquial: tenotomía o tenodesis

2019

En base a los resultados aportados por una revisión sistemática reciente, no se pueden concluir diferencias biomecánicas en los resultados funcionales tras la actuación sobre la porción larga del bíceps (PLB) mediante las técnicas de tenotomía o tenodesis. Ambas técnicas son utilizadas indistintamente por cirujanos artroscopistas en función de sus preferencias personales y formación. Ambas son técnicas aceptadas, con sus pros y contras, pero con buenos resultados funcionales. La presente tesis doctoral se centra en los resultados biomecánicos tras este tipo de intervenciones. Existen múltiples estudios que discuten sobre la péridida de fuerza puntual tras una u otra actuación sobre la PLB. …

FatigaPorción larga del bícepsUNESCO::CIENCIAS MÉDICASTenotomíaTenodesisArtroscopia de hombro:CIENCIAS MÉDICAS [UNESCO]Biomecánica
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Activation of the contact-phase system on bacterial surfaces--a clue to serious complications in infectious diseases.

1998

Fever, hypotension and bleeding disorders are common symptoms of sepsis and septic shock. The activation of the contact-phase system is thought to contribute to the development of these severe disease states by triggering proinflammatory and procoagulatory cascades; however, the underlying molecular mechanisms are obscure. Here we report that the components of the contact-phase system are assembled on the surface of Escherichia coli and Salmonella through their specific interactions with fibrous bacterial surface proteins, curli and fimbriae. As a consequence, the proinflammatory pathway is activated through the release of bradykinin, a potent inducer of fever, pain and hypotension. Absorpt…

FeverFimbriaBradykininBiologyFibrinogenBradykininGeneral Biochemistry Genetics and Molecular BiologyProinflammatory cytokineMicrobiologySepsischemistry.chemical_compoundMiceBacterial ProteinsmedicineAnimalsEscherichia coli InfectionsInflammationSalmonella Infections AnimalSeptic shockEnterobacteriaceae InfectionsGeneral MedicineBlood Coagulation Disordersmedicine.diseaseShock SepticCoagulationchemistryShock (circulatory)ImmunologyFemalemedicine.symptomHypotensionmedicine.drugNature medicine
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Rapid development of Epstein-Barr virus-associated Hodgkin's disease after cessation of foscarnet therapy in an HIV-infected patient.

2000

Epidemiological features suggest a link between Hodgkin's disease (HD) and Epstein-Barr virus (EBV) infection1. Indeed, EBV genome and expression of latent antigens can be found in Reed-Sternberg cells. In the majority of cases HD in HIV patients seems to be EBV-associated. We report on a 51-year-old HIV-infected patient in whom EBV-positive HD of mixed cellularity rapidly developed within one month after cessation of treatment with intravenous foscarnet.

FoscarnetMaleEpstein-Barr Virus InfectionsHIV InfectionsDermatologymedicine.disease_causeAntiviral AgentsVirusHerpesviridaehemic and lymphatic diseasesMedicineHumansPharmacology (medical)Sidabiologybusiness.industryPublic Health Environmental and Occupational HealthMiddle Agedmedicine.diseasebiology.organism_classificationEpstein–Barr virusVirologyHodgkin DiseaseLymphomaInfectious DiseasesFoscarnet SodiumImmunologyViral diseasebusinessmedicine.drugFoscarnetInternational journal of STDAIDS
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Procalcitonin as a marker of Candida species detection by blood culture and polymerase chain reaction in septic patients

2014

Background: The aim of our study is to test procalcitonin (PCT) as surrogate marker of identification of Candida spp. by blood culture (BC) and real-time-polymerase chain reaction (PCR), whether alone or in association with bacteria, in septic patients.Methods: We performed a single-centre retrospective study. We reviewed the clinical charts of patients with a diagnosis of severe sepsis or septic shock treated at our general intensive care unit from March 2009 to March 2013. We analysed all diagnostic episodes consisting of BC, real-time PCR assay and dosage of PCT. We registered age, sex, white blood count, sequential organ failure assessment score and type of admission between medical or …

Fungal infectionMalePathologyProtein PrecursorSettore MED/41 - AnestesiologiaProcalcitoninlaw.inventionRetrospective StudielawBlood cultureAntifungal therapyPolymerase chain reactionCandidaAged 80 and overmedicine.diagnostic_testbiologyMiddle AgedShock SepticPolymerase chain reactionBlood stream infectionReal-time polymerase chain reactionFemaleProcalcitoninProcalcitonin Sepsis Candida species Blood stream infection Fungal infection Polymerase chain reaction Antifungal therapyhormones hormone substitutes and hormone antagonistsResearch ArticleHumanCalcitoninmedicine.medical_specialtySepsiCalcitonin Gene-Related PeptideReal-Time Polymerase Chain ReactionMicrobiologySepsisSepsisparasitic diseasesCandida speciesmedicineHumansProtein PrecursorsMED/41 - ANESTESIOLOGIAAntifungal therapy; Blood stream infection; Candida species; Fungal infection; Polymerase chain reaction; Procalcitonin; SepsisRetrospective StudiesAgedbusiness.industrySurrogate endpointBiomarkerbacterial infections and mycosesmedicine.diseasebiology.organism_classificationAnesthesiology and Pain MedicineCalcitoninCandida speciebusinessBiomarkersBacteriaBMC Anesthesiology
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Monitoring neonatal fungal infection with metabolomics

2014

Abstract The objective of our study was to evaluate the capability of the metabolomics approach to identify the variations of urine metabolites over time related to the neonatal fungal septic condition. The study population included a clinical case of a preterm neonate with invasive fungal infection and 13 healthy preterm controls. This study showed a unique urine metabolic profile of the patient affected by fungal sepsis compared to urine of controls and it was also possible to evaluate the efficacy of therapy in improving patient health.

Fungal infectionmedicine.medical_specialtyUrineInfant Newborn DiseasessepsisSepsisSettore MED/38 - Pediatria Generale E SpecialisticaMetabolomicsIntensive Care Units NeonatalmedicineHumansMetabolomicsIntensive care medicinePrincipal Component AnalysisPatient affectedbusiness.industryInfant NewbornObstetrics and Gynecologymedicine.diseaseItalyMycosesfungal infectionsPediatrics Perinatology and Child HealthMetabolomePopulation studyMetabolomic; fungal infections; PrematurityFungal sepsisClinical caseneonatePrematuritybusinessBiomarkersMetabolic profilemetabolomicThe Journal of Maternal-Fetal & Neonatal Medicine
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Biomonitoring of Enniatin B1 and Its Phase I Metabolites in Human Urine: First Large-Scale Study

2020

Enniatins (Enns) are mycotoxins produced by Fusarium spp. which are a fungus widely spread throughout cereals and cereal-based products. Among all the identified enniatins, Enn B1 stands as one of the most prevalent analogues in cereals in Europe. Hence, the aim of this study was to evaluate for the first time the presence of Enn B1 and its phase I metabolites in 300 human urine samples using an ultrahigh-performance liquid chromatography high resolution mass spectrometry (UHPLC-Q-Orbitrap HRMS) methodology. Enn B1 was detected in 94.3% of samples ranging from 0.007 to 0.429 ng/mL (mean value: 0.065 ng/mL). In accordance with previous in vitro and in vivo analysis, hydroxylated metabolites …

FusariumAdultMaleSpectrometry Mass Electrospray Ionizationhigh resolution mass spectrometry (HRMS)Health Toxicology and MutagenesisPopulationlcsh:MedicineUrineUrinalysisToxicology01 natural sciencesArticlechemistry.chemical_compound0404 agricultural biotechnologyMetabolomicsLimit of DetectionTandem Mass SpectrometryHigh resolutionmass spectrometry (HRMS)DepsipeptidesBiomonitoringHumanseducationMycotoxinChromatography High Pressure LiquidEnniatin B1education.field_of_studyChromatographybiologyChemistry010401 analytical chemistrylcsh:RIn vivo analysis04 agricultural and veterinary sciencesMiddle Agedbiology.organism_classification040401 food sciencemetabolomics0104 chemical sciencesin vivobiomonitoringFemaleMetabolic Detoxication Phase IEnniatinBiomarkersBiological Monitoring
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