Search results for "ECoG"

showing 10 items of 3774 documents

Graphical Workflow System for Modification Calling by Machine Learning of Reverse Transcription Signatures

2019

Modification mapping from cDNA data has become a tremendously important approach in epitranscriptomics. So-called reverse transcription signatures in cDNA contain information on the position and nature of their causative RNA modifications. Data mining of, e.g. Illumina-based high-throughput sequencing data, is therefore fast growing in importance, and the field is still lacking effective tools. Here we present a versatile user-friendly graphical workflow system for modification calling based on machine learning. The workflow commences with a principal module for trimming, mapping, and postprocessing. The latter includes a quantification of mismatch and arrest rates with single-nucleotide re…

0301 basic medicinelcsh:QH426-470Downstream (software development)Computer scienceRT signatureMachine learningcomputer.software_genre[SDV.BBM.BM] Life Sciences [q-bio]/Biochemistry Molecular Biology/Molecular biologyField (computer science)m1A03 medical and health sciencesRNA modifications0302 clinical medicineEpitranscriptomics[SDV.BBM.GTP]Life Sciences [q-bio]/Biochemistry Molecular Biology/Genomics [q-bio.GN]GeneticsTechnology and CodeGalaxy platformGenetics (clinical)ComputingMilieux_MISCELLANEOUSbusiness.industryPrincipal (computer security)[SDV.BBM.BM]Life Sciences [q-bio]/Biochemistry Molecular Biology/Molecular biologyAutomationWatson–Crick faceVisualizationlcsh:Geneticsmachine learningComputingMethodologies_PATTERNRECOGNITION030104 developmental biologyWorkflow030220 oncology & carcinogenesisMolecular Medicine[SDV.BBM.GTP] Life Sciences [q-bio]/Biochemistry Molecular Biology/Genomics [q-bio.GN]TrimmingArtificial intelligencebusinesscomputer
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Review: the Use of Electromyography on Food Texture Assessment

2001

Sensory evaluation (SE) involves evoking, measuring and interpreting human responses to the properties of foods. Among these properties texture is an important one for food acceptability. Texture is mainly perceived through mastication, a process that changes food characteristics throughout time by comminuting and salivation. Electromyography (EMG) has emerged as a new tool in sensory evaluation mainly for assessing texture characteristics. Thus, it is interesting to analyze the knowledge so far generated and the procedures employed. Bipolar surface electrodes are placed on the four main masticatory muscles (masseter right-left and temporalis right-left) and their electric activity recorded…

0301 basic medicinemedicine.diagnostic_testbusiness.industryGeneral Chemical EngineeringPattern recognition030206 dentistryElectromyographyTexture (music)Industrial and Manufacturing EngineeringMasticatory force03 medical and health sciences030104 developmental biology0302 clinical medicineCrunchinessFood texturemedicineCooked meatArtificial intelligencebusinessMasticationFood ScienceMathematicsFood Science and Technology International
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Caenorhabditis elegans as an in vivo model to assess fucoidan bioactivity preventing Helicobacter pylori infection

2020

Currently, Helicobacter pylori is the unique biological carcinogenic agent. The search for antimicrobial alternatives to antibiotics against this pathogen has been categorized as a priority due to the drastic failure associated with current applied antibiotic therapy. The present study assessed the bioactive antimicrobial capability of fucoidan (“Generally Recognized as Safe” approval – European Commission December 2017) from different species of Phaeophyceae algae (Fucus vesiculosus, Undaria pinnatifida, Macrocystis pyrifera) against H. pylori. All the studied fucoidans showed bacteriostatic and bactericidal effects at the studied concentrations [5–100] μg ml−1 and exposure times [0–7 days…

0301 basic medicinemedicine.drug_classAntibioticsPhaeophytaMicrobiologyHelicobacter Infections03 medical and health scienceschemistry.chemical_compound0302 clinical medicineNutraceuticalAnti-Infective AgentsIn vivoPolysaccharidesGenerally recognized as safemedicineAnimalsCaenorhabditis elegansPathogenbiologyHelicobacter pyloriFucoidanGeneral MedicineHelicobacter pyloribiology.organism_classificationAntimicrobial3. Good healthDisease Models Animal030104 developmental biologychemistry030220 oncology & carcinogenesisFood Science
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Automatic detection and measurement of nuchal translucency.

2017

In this paper we propose a new methodology to support the physician both to identify automatically the nuchal region and to obtain a correct thickness measurement of the nuchal translucency. The thickness of the nuchal translucency is one of the main markers for screening of chromosomal defects such as trisomy 13, 18 and 21. Its measurement is performed during ultrasound scanning in the first trimester of pregnancy. The proposed methodology is mainly based on wavelet and multi resolution analysis. The performance of our method was analysed on 382 random frames, representing mid-sagittal sections, uniformly extracted from real clinical ultrasound videos of 12 patients. According to the groun…

0301 basic medicinemedicine.medical_specialtyWavelet AnalysisFirst trimester of pregnancyHealth InformaticsSensitivity and SpecificityWavelet analysi030218 nuclear medicine & medical imagingPattern Recognition AutomatedMachine Learning03 medical and health sciencesPrenatal ultrasound0302 clinical medicineNuchal regionNuchal translucencyUltrasound fetal examinationMedian sagittal sectionNuchal Translucency MeasurementImage Interpretation Computer-AssistedMedicineHumansPixelbusiness.industryMulti resolution analysisUltrasoundReproducibility of ResultsPattern recognitionComputer Science Applications1707 Computer Vision and Pattern RecognitionComputer Science ApplicationsSurgeryClinical ultrasound030104 developmental biologyNuchal translucencyArtificial intelligenceDown SyndromebusinessNuchal Translucency MeasurementAlgorithmsComputers in biology and medicine
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PRR signaling during in vitro macrophage differentiation from progenitors modulates their subsequent response to inflammatory stimuli.

2017

Toll-like receptor (TLR) agonists drive hematopoietic stem and progenitor cells (HSPCs) to differentiate along the myeloid lineage in vitro and also in vivo following infection. In this study, we used an in vitro model of HSPC differentiation to investigate the functional consequences (cytokine production) that exposing HSPCs to various pathogen-associated molecular patterns (PAMPs) and Candida albicans cells have on the subsequently derived macrophages. Mouse HSPCs (Lin- cells) were cultured with GM-CSF to induce macrophage differentiation in the presence or absence of the following pattern recognition receptor (PRR) agonists: Pam3CSK4 (TLR2 ligand), LPS (TLR4 ligand), depleted zymosan (wh…

0301 basic medicinemedicine.medical_treatmentClinical BiochemistryImmunologyProinflammatory cytokineMajor Histocompatibility Complex03 medical and health scienceschemistry.chemical_compoundMicemedicineEscherichia coliImmunology and AllergyAnimalsAntigens LyProgenitor cellCells CulturedChemistryMacrophagesZymosanPattern recognition receptorCell DifferentiationFlow CytometryCell biologyMice Inbred C57BLHaematopoiesisTLR2030104 developmental biologyCytokineReceptors Pattern RecognitionTLR4CytokinesFemaleSignal TransductionEuropean cytokine network
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Drosophila Food-Associated Pheromones: Effect of Experience, Genotype and Antibiotics on Larval Behavior

2016

International audience; Animals ubiquitously use chemical signals to communicate many aspects of their social life. These chemical signals often consist of environmental cues mixed with species-specific signals-pheromones-emitted by conspecifics. During their life, insects can use pheromones to aggregate, disperse, choose a mate, or find the most suitable food source on which to lay eggs. Before pupariation, larvae of several Drosophila species migrate to food sources depending on their composition and the presence of pheromones. Some pheromones derive from microbiota gut activity and these food-associated cues can enhance larval attraction or repulsion. To explore the mechanisms underlying…

0301 basic medicinemelanogasterlcsh:Medicine[ SDV.BA ] Life Sciences [q-bio]/Animal biologyBiochemistryPheromonesLarvaeAntibioticsMedicine and Health Sciencesinsectslcsh:ScienceAnimal Signaling and CommunicationLarvaMultidisciplinaryInsect MetamorphosisbiologyAnimal BehaviorBehavior AnimalEcologyAntimicrobialscommunicationDrosophila Melanogaster[SDV.BA]Life Sciences [q-bio]/Animal biologyaggressionsex-pheromonesDrugsAnimal ModelsAttractionPupaSex pheromoneLarvacourtshipNeurosciences (Sciences cognitives)DrosophilaDrosophila melanogasterCuesrecognitionPupariationResearch ArticleattractionComputer and Information SciencesArthropodaGenotypeZoologyResearch and Analysis MethodsMicrobiology03 medical and health sciencesModel OrganismsInvertebrate ZoologySEX-PHEROMONES;MELANOGASTER;AGGRESSION;COURTSHIP;COMMUNICATION;RECOGNITION;ATTRACTION;EVOLUTION;MUTATION;INSECTSMicrobial ControlevolutionAnimalsDrosophilaSensory cuePharmacologyBehaviorMetamorphosisData Visualizationlcsh:RfungiOrganismsBiology and Life SciencesPupaebiology.organism_classificationZoologie des invertébrésInvertebratesColor Codes030104 developmental biologyFoodOdorantslcsh:QmutationZoologyEntomologyNeuroscienceDevelopmental Biology
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Multivariate statistical analysis of a large odorants database aimed at revealing similarities and links between odorants and odors

2017

International audience; The perception of odor is an important component of smell; the first step of odor detection, and the discrimination of structurally diverse odorants depends on their interactions with olfactory receptors (ORs). Indeed, the perception of an odor's quality results from a combinatorial coding, in which the deciphering remains a major challenge. Several studies have successfully established links between odors and odorants by categorizing and classifying data. Hence, the categorization of odors appears to be a promising way to manage odors. In the proposed study, we performed a computational analysis using odor descriptions of the odorants present in Flavor-Base 9th Edit…

0301 basic medicinemultidimensional scalingmedia_common.quotation_subjectAgglomerative hierarchical clusteringKohonen self-organizing mapsodorants03 medical and health sciences0302 clinical medicinePerceptionComputational analysisMultidimensional scalingmedia_commonChemistrybusiness.industrymusculoskeletal neural and ocular physiologyPattern recognitionKohonen self organizing mapGeneral Chemistrycategorization030104 developmental biologyCategorizationOdorodor notesagglomerative hierarchical clusteringArtificial intelligenceMultivariate statisticalbusiness[SDV.AEN]Life Sciences [q-bio]/Food and Nutrition030217 neurology & neurosurgerypsychological phenomena and processesFood Science
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Chemical Profiles of Integumentary and Glandular Substrates in Australian Sea Lion Pups ( Neophoca cinerea )

2019

International audience; Recognition of individuals or classes of individuals plays an important role in the communication systems of many mammals. The ability of otariid (i.e., fur seal and sea lion) females to locate and identify their offspring in colonies after returning from regular foraging trips is essential to successful pup rearing. It has been shown that olfaction is used to confirm the identity of the pup by the mother when they reunite, yet the processes by which this chemical recognition occurs remain unclear. Using gas chromatography-mass spectrometry, we examined chemical profiles of integumentary and glandular secretions/excretions from pre- and post-molt Australian sea lion …

0301 basic medicineolfactory recognitionPhysiologyOffspring[SDV.NEU.NB]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]/NeurobiologyForagingZoologyOlfactionBiologyGas Chromatography-Mass Spectrometry03 medical and health sciencesBehavioral Neuroscience0302 clinical medicinePhysiology (medical)AnimalsScent Glandsgas chromatography–mass spectrometrymarine mammalspinniped[SDV.NEU.PC]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]/Psychology and behaviorAustraliachemical communicationIntegumentary system[SDV.NEU.SC]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]/Cognitive SciencesNeophoca cinereabiology.organism_classificationSensory SystemsSea Lions030104 developmental biologyOdormother–offspring recognitionMultivariate AnalysisOdorantsBody regionFemaleFur seal030217 neurology & neurosurgery
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Bacteria classification using minimal absent words

2017

Bacteria classification has been deeply investigated with different tools for many purposes, such as early diagnosis, metagenomics, phylogenetics. Classification methods based on ribosomal DNA sequences are considered a reference in this area. We present a new classificatier for bacteria species based on a dissimilarity measure of purely combinatorial nature. This measure is based on the notion of Minimal Absent Words, a combinatorial definition that recently found applications in bioinformatics. We can therefore incorporate this measure into a probabilistic neural network in order to classify bacteria species. Our approach is motivated by the fact that there is a vast literature on the com…

0301 basic medicinesupervised classificationRelation (database)Computer science0102 computer and information sciences01 natural sciencesMeasure (mathematics)03 medical and health sciencesProbabilistic neural networkcombinatorics on wordsprobabilistic neural networkminimal absent wordlcsh:R5-920Settore INF/01 - Informaticabusiness.industryBacterial taxonomyPattern recognitionbacteria classificationGeneral MedicineCombinatorics on words030104 developmental biology010201 computation theory & mathematicsMetagenomicsClassification methodsArtificial intelligencebusinesslcsh:Medicine (General)AIMS Medical Science
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Reinforcement learning in synthetic gene circuits.

2020

Synthetic gene circuits allow programming in DNA the expression of a phenotype at a given environmental condition. The recent integration of memory systems with gene circuits opens the door to their adaptation to new conditions and their re-programming. This lays the foundation to emulate neuromorphic behaviour and solve complex problems similarly to artificial neural networks. Cellular products such as DNA or proteins can be used to store memory in both digital and analog formats, allowing cells to be turned into living computing devices able to record information regarding their previous states. In particular, synthetic gene circuits with memory can be engineered into living systems to al…

0303 health sciencesArtificial neural networkComputer scienceQH02 engineering and technologyDNA021001 nanoscience & nanotechnologyQ1BiochemistryExpression (mathematics)Living systems03 medical and health sciencesComputingMethodologies_PATTERNRECOGNITIONNeuromorphic engineeringSynthetic geneHuman–computer interactionArtificial IntelligenceGenes SyntheticReinforcement learningQDGene Regulatory Networks0210 nano-technologyAdaptation (computer science)030304 developmental biologyElectronic circuitBiochemical Society transactions
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