Search results for " selection"

showing 10 items of 1271 documents

MRI radiomics-based machine-learning classification of bone chondrosarcoma.

2019

Abstract Purpose To evaluate the diagnostic performance of machine learning for discrimination between low-grade and high-grade cartilaginous bone tumors based on radiomic parameters extracted from unenhanced magnetic resonance imaging (MRI). Methods We retrospectively enrolled 58 patients with histologically-proven low-grade/atypical cartilaginous tumor of the appendicular skeleton (n = 26) or higher-grade chondrosarcoma (n = 32, including 16 appendicular and 16 axial lesions). They were randomly divided into training (n = 42) and test (n = 16) groups for model tuning and testing, respectively. All tumors were manually segmented on T1-weighted and T2-weighted images by drawing bidimensiona…

AdultMalemedicine.medical_specialtyArtificial intelligenceAppendicular skeletonChondrosarcomaFeature selectionBone NeoplasmsBone and BonesMachine LearningImage Interpretation Computer-AssistedmedicineHumansRadiology Nuclear Medicine and imagingRetrospective StudiesLearning classifier systemReceiver operating characteristicmedicine.diagnostic_testbusiness.industryReproducibility of ResultsMagnetic resonance imagingGeneral MedicineMiddle Agedmedicine.diseaseMagnetic Resonance ImagingRandom forestStatistical classificationmedicine.anatomical_structureTexture analysisROC CurveCartilaginous tumorFemaleRadiologyChondrosarcomaRadiomicNeoplasm GradingbusinessEuropean journal of radiology
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Living Donor Liver Transplantation for Hepatocellular Carcinoma in Patients Exceeding the UCSF Criteria

2008

Abstract Background Living donor liver transplantation (LDLT) represents an alternative to expand the organ pool for adult patients with hepatocellular carcinoma (HCC) and end-stage liver disease. The purpose of this study was to demonstrate our institutional experience using criteria exceeding those of the University of California San Francisco (UCSF). Patients and Methods Between September 1998 and December 2006, 22 LDLTs were performed for HCC among patients exceeding the UCSF criteria. Results There were 17 men and 5 women of median age 55 years. Multifocal tumors were present in 19 of 22 patients. Tumor grading was: grade I (n = 8), grade II (n = 10), and grade III (n = 4). Microvascul…

AdultMalemedicine.medical_specialtyCarcinoma HepatocellularTime Factorsmedicine.medical_treatmentMedizinLiver transplantationGastroenterologyDisease-Free SurvivalLiver diseaseInternal medicineLiving DonorsTumor GradingHumansMedicineIn patientSurvivorsNeoplasm StagingTransplantationbusiness.industryPatient SelectionLiver NeoplasmsCancerMiddle Agedmedicine.diseaseLiver TransplantationSurgerySurvival RateHepatocellular carcinomaFemaleSurgerybusinessLiver cancerLiving donor liver transplantationTransplantation Proceedings
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The joint impact of donor and recipient parameters on the outcome of heart transplantation in Germany after graft allocation.

2013

Organ shortage in heart transplantation (HTx) results in increased use of grafts from donors with substantial risk factors. It is discussed controversially which donor characteristics may be detrimental. Therefore, we evaluated the joint impact of donor- and patient-related risk factors in HTx on patient survival by multiple analysis in a nationwide multicentre study after donor selection was carried out. The research database consists of data concerning hearts donated and transplanted in Germany between 2006 and 2008 as provided by Deutsche Stiftung Organtransplantation and the BQS Institute. Multiple Cox regression (significance level 5%, hazard ratio [95% CI]) was conducted (n = 774, rec…

AdultMalemedicine.medical_specialtyDatabases Factualmedicine.medical_treatmentDonor SelectionYoung AdultRisk FactorsInternal medicineGermanymedicineHumansCause of deathProportional Hazards ModelsHeart transplantationHeart FailureTransplantationbiologyProportional hazards modelDonor selectionbusiness.industryHazard ratioGraft SurvivalAge FactorsMiddle Agedmedicine.diseasePulmonary hypertensionTroponinSurvival AnalysisTissue DonorsSurgerymedicine.anatomical_structureTreatment OutcomeMultivariate AnalysisCardiologyVascular resistancebiology.proteinHeart TransplantationFemalebusinessTransplant international : official journal of the European Society for Organ Transplantation
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Indications and limitations of the fixator TGF “Gex-Fix” in proximal end humeral fractures

2014

Abstract The incidence of fractures of the humerus has increased exponentially in recent years. The most used classifications for humerus fracture are morphological (Neer), biological (AO/ASIF) and descriptive (Hertel). The types of surgical treatment for humerus fracture include prosthetic replacement and synthesis using different devices, including the Tension Guide Fixator (TGF), Gex-Fix. External fixation for displaced proximal humeral fractures avoids dissection and soft tissue stripping and has been reported by some authors to be associated with higher union rates, a lower incidence of avascular necrosis, less scarring of the scapulohumeral interface, and faster rehabilitation compare…

AdultMalemedicine.medical_specialtyExternal FixatorsCost-Benefit Analysismedicine.medical_treatmentHumerus fractureOsteoporosisHumeruAvascular necrosisExternal fixationFracture FixationSettore MED/33 - Malattie Apparato LocomotoremedicineHumansOutpatient clinicInternal fixationHumerusAgedGeneral Environmental ScienceAged 80 and overExternal fixatorbusiness.industryPatient SelectionSynthesiSoft tissueEquipment DesignMiddle Agedmedicine.diseaseTGFSurgeryTreatment OutcomeFracturemedicine.anatomical_structureHumeral HeadShoulder FracturesGeneral Earth and Planetary SciencesFemalebusinessLearning CurveBone WiresFollow-Up StudiesInjury
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Influence of Patient Selection on the Outcome of Capsule Endoscopy in Patients With Chronic Gastrointestinal Bleeding

2005

Background: In chronic gastrointestinal bleeding, success rates in the range of 48% to 76% have been reported for diagnosing clear bleeding sources using capsule endoscopy. The influence of patient selection on the numbers of positive findings yielded by capsule endoscopy is as yet unclear. Methods: From April 2001 to June 2003, capsule endoscopy was carried out in 74 of a total of 127 patients (58%) who presented for capsule endoscopy with a high suspicion of gastrointestinal bleeding in the small-bowel region. Seventy of the 74 patients were included in the analysis. This group of patients was divided into a study group (32 patients) and a post-study group (38 patients), and the two group…

AdultMalemedicine.medical_specialtyGastrointestinal bleedingAdolescentGastroenterologyEndoscopy Gastrointestinallaw.inventionDiagnosis DifferentialCapsule endoscopylawInternal medicineOutcome Assessment Health CaremedicineHumansTelemetryRadiology Nuclear Medicine and imagingIn patientSelection (genetic algorithm)AgedRetrospective StudiesGastrointestinal endoscopyAged 80 and overbusiness.industryGeneral surgeryPatient SelectionGastroenterologyReproducibility of ResultsCapsuleMiddle Agedmedicine.diseaseSurgeryChronic gastrointestinal bleedingIron-deficiency anemiaChronic DiseaseFemaleGastrointestinal HemorrhagebusinessFollow-Up StudiesJournal of Clinical Gastroenterology
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Laparoscopic gastric banding as a universal method for the treatment of patients with morbid obesity.

2004

Introduction: This study analyzed the influence of potentially negative predictors such as sweet-eating behavior, super-obesity, social and psychological status, family and education situation, intake of sedative drugs, and the distance between hospital and home on the outcome of laparoscopic adjustable gastric banding (LAGB). Methods: 77 women and 29 men with mean age 40.6 years (28-47) underwent LAGB. Preoperative mean body weight was 146 kg (99-179), and mean BMI was 48.1 kg/m 2 (36.4-73.5). The influence of the above-mentioned potentially negative predictors on weight loss was the primary end point. Results: Mean follow-up was 44.6 ′ 19.7 months. Follow-up was possible in all but 6 pati…

AdultMalemedicine.medical_specialtyGastroplastyGastric bandingmedicine.drug_classEndocrinology Diabetes and MetabolismGastric bypassMorbid obesityWeight lossmedicineClinical endpointHumansUnivariate analysisNutrition and Dieteticsbusiness.industryPatient SelectionMiddle AgedSurgeryObesity MorbidTreatment OutcomeSedativeSurgeryFemaleLaparoscopymedicine.symptombusinessLaparoscopic adjustable gastric bandingObesity surgery
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A Prognostic Enrichment Strategy for Selection of Patients With Acute Respiratory Distress Syndrome in Clinical Trials.

2019

Incomplete or ambiguous evidence for identifying high-risk patients with acute respiratory distress syndrome for enrollment into randomized controlled trials has come at the cost of an unreasonable number of negative trials. We examined a set of selected variables early in acute respiratory distress syndrome to determine accurate prognostic predictors for selecting high-risk patients for randomized controlled trials.A training and testing study using a secondary analysis of data from four prospective, multicenter, observational studies.A network of multidisciplinary ICUs.We studied 1,200 patients with moderate-to-severe acute respiratory distress syndrome managed with lung-protective ventil…

AdultMalemedicine.medical_specialtyOrgan Dysfunction ScoresMEDLINEAcute respiratory distressCritical Care and Intensive Care Medicinelaw.inventionRandomized controlled triallawMedicineHumansProspective StudiesIntensive care medicineProspective cohort studySelection (genetic algorithm)AgedRandomized Controlled Trials as TopicRespiratory Distress Syndromebusiness.industryPatient SelectionAge FactorsMiddle AgedPrognosisClinical trialMulticenter studyObservational studyFemalebusinessCritical care medicine
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How many parkinsonian patients are suitable candidates for deep brain stimulation of subthalamic nucleus? Results of a questionnaire.

2008

We used a CAPSIT-based questionnaire to estimate the percentage of parkinsonian patients suitable for subthalamic nucleus (STN) deep brain stimulation (DBS) in a movement disorders clinic. We found that out of 641 consecutive PD patients only 1.6% fulfilled strict STN-DBS criteria. When we applied more flexible criteria, the percentage of eligibility increased to 4.5%. Most patients (60%) were ineligible because they did not satisfy multiple questionnaire items. Items related to disease severity were responsible for the largest number of exclusions. This knowledge will help make decisions on resource allocation in centres wishing to start DBS surgery.

AdultMalemedicine.medical_specialtyParkinson's diseaseMovement disordersNeurologyDeep brain stimulationDeep Brain Stimulationmedicine.medical_treatmentParkinson Desease Deep Brain StimulationAudiologybehavioral disciplines and activitiesDisease severityParkinsonian DisordersSubthalamic NucleusSurveys and QuestionnairesmedicineHumansAgedChi-Square Distributionbusiness.industryPatient SelectionMiddle Agedmedicine.diseasenervous system diseasesSubthalamic nucleussurgical procedures operativenervous systemNeurologyCAPSIT; Parkinson's disease; Questionnaire; STN DBS; Adult; Aged; Chi-Square Distribution; Deep Brain Stimulation; Female; Humans; Male; Middle Aged; Parkinsonian Disorders; Subthalamic Nucleus; Surveys and Questionnaires; Patient Selection; Aging; Neurology (clinical); NeurologyPhysical therapyFemaleSettore MED/26 - NeurologiaNeurology (clinical)medicine.symptomGeriatrics and GerontologyPsychologybusinesstherapeuticsNeuroscienceNeurology; Geriatrics and Gerontology; Neurology (clinical)
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Defining normality in a European multinational cohort: Critical factors influencing the 99th percentile upper reference limit for high sensitivity ca…

2015

To establish and critically evaluate the 99th percentile upper reference limit (URL) for high-sensitivity cardiac troponin I (hs-cTnI) in a large healthy European cohort using different selection criteria.1368 presumably healthy individuals from 9 countries were evaluated with surrogate biomarkers for diabetes (glycated hemoglobin [HbA1c]48 mmol/mol), myocardial (B-type natriuretic peptide [BNP]35 pg/mL) and renal dysfunction (estimated glomerular filtration rate [eGFR]60 mL/min/1.73 m(2)), and dyslipidemia to refine the healthy cohort. The 99th percentile URLs were independently determined by the non-parametric and robust methods.The use of biomarker selection criteria resulted in a decrea…

AdultMalemedicine.medical_specialtyPercentileSensitivity and SpecificityCohort Studieschemistry.chemical_compoundReference ValuesInternal medicineHumansMedicineMyocardial infarctionUnivariate analysisbusiness.industryPatient SelectionTroponin IMiddle Agedmedicine.diseaseConfidence intervalEuropeEndocrinologychemistryCohortFemaleGlycated hemoglobinCardiology and Cardiovascular MedicinebusinessBody mass indexBiomarkersDyslipidemiaInternational Journal of Cardiology
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Percutaneous liver biopsy: a safe outpatient procedure?

2001

Following the discovery of hepatitis C virus, more liver biopsies (LB) than before are being performed to assess the severity of liver disease. In this study, following the recommendations for outpatient LB made by the Patient Care Committee of the American Gastroenterological Association, we assessed the feasibility and benefits of LB performed as an outpatient versus inpatient procedure over the last 7 years in our centre. The study included 1,581 patients consecutively examined in our institute; all LBs were performed by a single operator with a 16-gauge needle using the Menghini technique, and in all cases the puncture site was determined using prebiopsy ultrasound. Liver lesions were c…

AdultMalemedicine.medical_specialtySettore MED/09 - Medicina InternaCost ControlChronic liver diseaseLiver biopsy complicationLiver diseasePatient satisfactionAmbulatory careBiopsyAmbulatory CareMedicineHumansAgedRetrospective StudiesUltrasonographymedicine.diagnostic_testbusiness.industryPatient SelectionChronic liver diseaseBiopsy NeedleHaemobiliaGastroenterologyOutpatientRetrospective cohort studyHealth Care CostsMiddle Agedmedicine.diseaseSurgeryLiverPatient SatisfactionFemalebusinessComplicationDigestion
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