Search results for "OUTCOME"

showing 10 items of 5148 documents

Predicting hospital associated disability from imbalanced data using supervised learning.

2019

Hospitalization of elderly patients can lead to serious adverse effects on their functional capability. Identifying the underlying factors leading to such adverse effects is an active area of medical research. The purpose of the current paper is to show the potential of artificial intelligence in the form of machine learning to complement the existing medical research. This is accomplished by studying the outcome of hospitalization of elderly patients as a supervised learning task. A rich set of features characterizing the medical and social situation of elderly patients is leveraged and using confusion matrices, association rule mining, and two different classes of supervised learning algo…

Association rule learningmedicine.medical_treatmentvanhuksetMedicine (miscellaneous)sairaalahoitoOutcome (game theory)Task (project management)03 medical and health sciences0302 clinical medicineArtificial IntelligenceMedicineHumanstoimintarajoitteetDisabled PersonsSet (psychology)Adverse effectFinlandta316030304 developmental biologyAgedta1130303 health sciencesRehabilitationbusiness.industrySupervised learningennusteetta3142medicine.diseaseMedical researchHospitalizationmachine learningkoneoppiminenhospital associated disabilityMedical emergencySupervised Machine Learningtiedonlouhintabusiness030217 neurology & neurosurgeryrandom forestArtificial intelligence in medicine
researchProduct

Minimal clinically important difference for asthma endpoints: an expert consensus report

2020

Minimal clinically important difference (MCID) can be defined as the smallest change or difference in an outcome measure that is perceived as beneficial and would lead to a change in the patient's medical management.The aim of the current expert consensus report is to provide a “state-of-the-art” review of the currently available literature evidence about MCID for end-points to monitor asthma control, in order to facilitate optimal disease management and identify unmet needs in the field to guide future research.A series of MCID cut-offs are currently available in literature and validated among populations of asthmatic patients, with most of the evidence focusing on outcomes as patient repo…

Asthma asthma management minimal clinically important difference end-pointsPulmonary and Respiratory Medicinemedicine.medical_specialtyConsensusDelphi TechniqueEndpoint DeterminationBronchoconstrictionMEDLINEDelphi methodSocio-culturaleSettore MED/10 - MALATTIE DELL'APPARATO RESPIRATORIOminimal clinically important difference; asthma; lung function; biomarkersMCID03 medical and health sciences0302 clinical medicinePredictive Value of TestsmedicineHumansAnti-Asthmatic Agents030212 general & internal medicineDisease management (health)Intensive care medicineLungAsthmalcsh:RC705-779business.industryMinimal clinically important differenceminimal clinically important differenceExpert consensusend-pointslcsh:Diseases of the respiratory systemmedicine.diseaseMCID asthmaAsthmaTreatment Outcome030228 respiratory systemPredictive value of testsEndpoint DeterminationInflammation MediatorsSymptom AssessmentbusinessBiomarkersasthma managementEuropean Respiratory Review
researchProduct

Successful use of impella CP through femoral access in a patient with bilateral iliac and aortic endoprosthesis in the setting of cardiogenic shock

2019

We report the case of a 67-year-old male, with previous history of severe peripheral vascular disease (abdominal aorta aneurism and bilateral iliac stenosis) requiring the implantation of 3 endoprostheses 7 months ago (Figure 1(A)), and previous myocardial infarction 10 years ago. The left ventricular ejection fraction (LVEF) was preserved at last control (58%). The patient was referred for acute coronary syndrome complicated with pulmonary oedema and cardiogenic shock. Echocardiography showed a severe impairment of LVEF (18%) and the patient was transferred to cathlab for emergency percutaneous coronary intervention (PCI). Coronary angiography via right femoral 7Fr access showed a chronic …

Atherectomy CoronaryMalemedicine.medical_specialtyProstheses and ImplantComputed Tomography AngiographyShock CardiogenicEndoprosthesiCoronary AngiographyHigh risk pciIliac ArteryPercutaneous Coronary InterventionFemoral accessmedicine.arteryCatheterization PeripheralDrug-Eluting Stentmedicinehigh risk PCIHumansAorta AbdominalAcute Coronary SyndromeImpellaPeripheral Vascular DiseasesEndovascular Procedurebusiness.industryVascular diseaseimpellaCardiogenic shockcardiogenic shockEndovascular ProceduresAbdominal aortaDrug-Eluting StentsProstheses and ImplantsGeneral MedicineMiddle Agedmedicine.diseasePeripheralSurgeryFemoral ArteryAcute Coronary Syndrome ...StenosisTreatment OutcomeCardiology and Cardiovascular MedicinebusinessActa Cardiologica
researchProduct

Excimer laser atherectomy in an uncrossable long chronic total occlusion through the subintimal space

2020

We present a successfully chronic total occlusions (CTO) coronary recanalisation with the subadventitial space by excimer laser atherectomy (ELCA) adjunctive therapy. Angiogram revealed non-significant diffuse disease of the left coronary system with a complex long proximal right coronary artery (RCA) CTO (J-CTO score 4) and collaterals (Rentrop Grade 2 and Werner classification CC1) from the septal branches (Figure 1, Panel A). CTO PCI of the RCA was then indicated and planned. Initially, antegrade approach and a retrograde approach technique were attempted without success. Thereafter, a rescue Antegrade Dissection Reentry strategy (ADR) was applied. A Pilot 200 (Abbott) was advanced in a …

Atherectomy Coronarymedicine.medical_specialtyAtherectomymedicine.medical_treatmentstent expansionCoronary AngiographyTotal occlusionintravascular ultrasoundAtherectomyIntravascular ultrasoundmedicineHumanscardiovascular diseaseschronic total occlusionmedicine.diagnostic_testExcimer laserbusiness.industrypercutaneous coronary interventionPercutaneous coronary interventionGeneral MedicineTreatment OutcomeCoronary OcclusionChronic DiseaseLasers ExcimerRadiologyExcimer laser coronary atherectomyCardiology and Cardiovascular MedicinebusinessExcimer laser coronary atherectomyActa Cardiologica
researchProduct

Traitement de données RGB et Lidar à extrêmement haute résolution: retombées de la compétition de fusion de données 2015 de l'IEEE GRSS - Partie A / …

2016

International audience; In this paper, we discuss the scientific outcomes of the 2015 data fusion contest organized by the Image Analysis and Data Fusion Technical Committee (IADF TC) of the IEEE Geoscience and Remote Sensing Society (IEEE GRSS). As for previous years, the IADF TC organized a data fusion contest aiming at fostering new ideas and solutions for multisource studies. The 2015 edition of the contest proposed a multiresolution and multisensorial challenge involving extremely high-resolution RGB images and a three-dimensional (3-D) LiDAR point cloud. The competition was framed in two parallel tracks, considering 2-D and 3-D products, respectively. In this paper, we discuss the sci…

Atmospheric Science010504 meteorology & atmospheric sciencesComputer scienceMULTIMODAL-DATA FUSIONGeophysics. Cosmic physics0211 other engineering and technologies02 engineering and technologyCONTESTcomputer.software_genre01 natural sciencesOutcome (game theory)LIDARTraitement des imagesIMAGE ANALYSIS AND DATA FUSION (IADF)DEEP NEURAL NETWORKSDeep neural networksTraitement du signal et de l'imageMULTIRESOLUTION910 Geography & travelMultiresolutionGround truthLANDCOVER CLASSIFICATIONIMAGE AERIENNE1903 Computers in Earth SciencesBenchmarkingVision par ordinateur et reconnaissance de formesOcean engineering10122 Institute of GeographyLidarDeep neural networksData miningExtremely high spatial resolutionMultimodal-data fusionLiDARComputers in Earth Sciences; Atmospheric ScienceImage analysis and data fusion (IADF)EXTREMELY HIGH SPATIAL RESOLUTIONCLASSIFICATIONTRAITEMENT IMAGE1902 Atmospheric ScienceAPPRENTISSAGE STATISTIQUEComputers in Earth SciencesTELEDETECTIONSynthèse d'image et réalité virtuelleTC1501-1800021101 geological & geomatics engineering0105 earth and related environmental sciencesLandcover classificationmultiresolution-[INFO.INFO-DB]Computer Science [cs]/Databases [cs.DB]QC801-809Intelligence artificielleMULTISOURCESensor fusionRGB color modelcomputerMultisource
researchProduct

Genetics and novel aspects of therapies in systemic lupus erythematosus.

2015

Autoimmune diseases, such as rheumatoid arthritis, multiple sclerosis, autoimmune hepatitis and inflammatory bowel disease, have complex pathogeneses and the factors which cause these disorders are not well understood. But all have in common that they arise from a dysfunction of the immune system, interpreting self components as foreign antigens. Systemic lupus erythematosus (SLE) is one of these complex inflammatory disorders that mainly affects women and can lead to inflammation and severe damage of virtually any tissue and organ. Recently, the application of advanced techniques of genome-wide scanning revealed more genetic information about SLE than previously possible. These case-contro…

Autoimmune diseaseMultiple sclerosisImmunologyGenome-wide association studyAutoimmune hepatitisBiologymedicine.diseaseInflammatory bowel diseaseImmune systemAutologous stem-cell transplantationTreatment OutcomeRheumatoid arthritisHistocompatibility AntigensImmunologymedicineImmunology and AllergyAnimalsHumansLupus Erythematosus SystemicGenetic Predisposition to Diseaseskin and connective tissue diseasesImmunosuppressive AgentsGenome-Wide Association StudyAutoimmunity reviews
researchProduct

Safety, tolerability, pharmacokinetics, pharmacodynamics, and exploratory efficacy of the novel enzyme replacement therapy avalglucosidase alfa (neoG…

2019

This multicenter/multinational, open-label, ascending-dose study (NCT01898364) evaluated safety, tolerability, pharmacokinetics, pharmacodynamics, and exploratory efficacy of repeat-dose avalglucosidase alfa (neoGAA), a second-generation, recombinant acid α-glucosidase replacement therapy, in late-onset Pompe disease (LOPD). Patients ≥18 years, alglucosidase alfa naïve (Naïve) or previously receiving alglucosidase alfa for ≥9 months (Switch), with baseline FVC ≥50% predicted and independently ambulatory, received every-other-week avalglucosidase alfa 5, 10, or 20 mg/kg over 24 weeks. 9/10 Naïve and 12/14 Switch patients completed the study. Avalglucosidase alfa was well-tolerated; no deaths…

Avalglucosidase alfa (neoGAA)0301 basic medicineMaleGLUCOSE TETRASACCHARIDELysosomal acid alpha-glucosidase (GAA) deficiencyCHILDRENPulmonary function testingMOTOR FUNCTION0302 clinical medicineMedicineGenetics (clinical)Late-onset Pompe disease (LOPD)Glycogen Storage Disease Type IIAlglucosidase alfaMOUSE MODELEnzyme replacement therapyMiddle AgedTreatment OutcomeNeurologyTolerabilityEnzyme replacement therapySKELETAL-MUSCLEFemaleLife Sciences & BiomedicineMUSCLE TRAINING RMTGlycogen6-MINUTE WALKmedicine.drugAdultmedicine.medical_specialtyClinical NeurologyGLYCOGEN03 medical and health sciencesFEV1/FVC ratioPharmacokineticsInternal medicineHumansEnzyme Replacement TherapyAdverse effectAlglucosidase alfaScience & Technologybusiness.industryNeurosciencesalpha-GlucosidasesADULTSGlycogen storage disease type IISEVERITY030104 developmental biologyPharmacodynamicsPediatrics Perinatology and Child HealthNeurosciences & NeurologyNeurology (clinical)Glucan 14-alpha-Glucosidasebusiness030217 neurology & neurosurgeryNeuromuscular Disorders
researchProduct

Enterococcal meningitis caused by Enterococcus casseliflavus. First case report

2005

Abstract Background Enterococcal meningitis is an uncommon disease usually caused by Enterococcus faecalis and Enterococcus faecium and is associated with a high mortality rate. Enterococcus casseliflavus has been implicated in a wide variety of infections in humans, but never in meningitis. Case presentation A 77-year-old Italian female presented for evaluation of fever, stupor, diarrhea and vomiting of 3 days duration. There was no history of head injury nor of previous surgical procedures. She had been suffering from rheumatoid arthritis for 30 years, for which she was being treated with steroids and methotrexate. On admission, she was febrile, alert but not oriented to time and place. H…

BACTEREMIACase ReportMicrobial Sensitivity TestsVANCOMYCIN-RESISTANT ENTEROCOCCI; CLINICAL-FEATURES; BACTEREMIA; GALLINARUM; MOTILE ENTEROCOCCUS; OUTCOMESMeropenemEnterococcus faecalisVANCOMYCIN-RESISTANT ENTEROCOCCIlcsh:Infectious and parasitic diseaseslaw.inventionMicrobiologyMeningitis BacteriallawAmpicillinmedicineEnterococcus casseliflavusHumanslcsh:RC109-216Gram-Positive Bacterial InfectionsAgedCerebrospinal FluidOUTCOMESSigmoid Diseasesbiologybusiness.industryCLINICAL-FEATURESMeropenembiochemical phenomena metabolism and nutritionbiology.organism_classificationmedicine.diseaseAnti-Bacterial AgentsMOTILE ENTEROCOCCUSInfectious DiseasesGram stainingEnterococcusSulbactamGALLINARUMAmpicillinFemaleThienamycinsbusinessMeningitisEnterococcusmedicine.drugEnterococcus faeciumBMC Infectious Diseases
researchProduct

The influence of advanced age and obesity on pregnancy course and outcome in patients with diabetes mellitus

2022

Introduction: Older women are at greater risk of suffering from a series of comorbidities such as obesity, diabetes, and hypertension that could negatively affect pregnancy course and outcomes. This study aims to investigate the impact of maternal age and pre-pregnancy body mass index (BMI) on pregnancy outcomes of women with diabetes mellitus (DM). Material and methods: The study included 323 diabetic pregnant women. All complications throughout pregnancy and the early neonatal period were noted. The women were divided into groups according to age decade and BMI. Results: 84.8% of women reported pregnancy complications, with a higher prevalence in obese women (p = 0.003). However, most chi…

BMIAgeComplicationsDiabetes mellitusPregnancyEndocrinology Diabetes and MetabolismObstetrics and GynecologySettore MED/40 - Ginecologia E OstetriciaOutcome
researchProduct

Understanding the crowdfunding phenomenon and its implications for sustainability

2019

Abstract Nonetheless the large body of knowledge rapidly accumulated on crowdfunding as well as the growing relevance of this phenomenon for sustainability, there are very few studies on the role of crowdfunding for sustainability-oriented projects, and many related issues are still far from being fully understood. This signalises a clear need for unveiling the main dynamics of the relationship between crowdfunding and sustainability, and also opening up useful directions for future research on this relationship. To conceptualize the implications of crowdfunding for sustainability, we propose and use a framework, encompassing five dimensions, namely the project creator, the backers, the cam…

Backer020209 energyContext (language use)02 engineering and technologyBackersBody of knowledgeCrowdfunding outcomeExtant taxonCrowdfunding outcomesPhenomenonPolitical scienceManagement of Technology and Innovation0502 economics and business0202 electrical engineering electronic engineering information engineeringRelevance (information retrieval)Business and International ManagementApplied PsychologySustainability-oriented crowdfunding05 social sciencesCrowdfunding campaignSettore ING-IND/35 - Ingegneria Economico-GestionaleSustainabilitySustainability-oriented crowdfunding; Creators; Backers; Crowdfunding campaign; Crowdfunding platform; Crowdfunding outcomesEngineering ethicsCreatorCreators050203 business & managementCrowdfunding platform
researchProduct