AIMC Topic: Belgium

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Predicting haemoglobin deferral using machine learning models: Can we use the same prediction model across countries?

Vox sanguinis Apr 18, 2024
BACKGROUND AND OBJECTIVES: Personalized donation strategies based on haemoglobin (Hb) prediction models may reduce Hb deferrals and hence costs of donation, meanwhile improving commitment of donors. We previously found that prediction models perform ...
Humans Machine Learning Blood Donors Hemoglobins Belgium Donor Selection Female Adult Male Australia
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Report of the First ONTOX Stakeholder Network Meeting: Digging Under the Surface of ONTOX Together With the Stakeholders.

Alternatives to laboratory animals : ATLA Jan 18, 2024
The first Stakeholder Network Meeting of the EU Horizon 2020-funded ONTOX project was held on 13-14 March 2023, in Brussels, Belgium. The discussion centred around identifying specific challenges, barriers and drivers in relation to the implementatio...
Belgium Adverse Outcome Pathways Artificial Intelligence Animals Risk Assessment Toxicity Tests Humans
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Characterizing fall risk factors in Belgian older adults through machine learning: a data-driven approach.

BMC public health Nov 29, 2022
BACKGROUND: Falls are a major problem associated with ageing. Yet, fall-risk classification models identifying older adults at risk are lacking. Current screening tools show limited predictive validity to differentiate between a low- and high-risk of...
Humans Machine Learning Risk Factors Aged Accidental Falls Belgium Independent Living
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Modelization of Covid-19 pandemic spreading: A machine learning forecasting with relaxation scenarios of countermeasures.

Journal of infection and public health Jan 12, 2021
BACKGROUND & OBJECTIVE: Mathematical modeling is the most scientific technique to understand the evolution of natural phenomena, including the spread of infectious diseases. Therefore, these modeling tools have been widely used in epidemiology for pr...
Humans Machine Learning Netherlands Pandemics Russia COVID-19 Belgium Models, Theoretical Morocco
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Combining citizen science and deep learning for large-scale estimation of outdoor nitrogen dioxide concentrations.

Environmental research Oct 28, 2020
Reliable estimates of outdoor air pollution concentrations are needed to support global actions to improve public health. We developed a new approach to estimating annual average outdoor nitrogen dioxide (NO) concentrations using approximately 20,000...
Deep Learning Environmental Monitoring Nitrogen Dioxide Citizen Science Air Pollutants Air Pollution Particulate Matter Belgium
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Development of a clinical decision support system for severity risk prediction and triage of COVID-19 patients at hospital admission: an international multicentre study.

The European respiratory journal Aug 20, 2020
BACKGROUND: The outbreak of coronavirus disease 2019 (COVID-19) has globally strained medical resources and caused significant mortality.
Clinical Laboratory Techniques Pneumonia, Viral Sex Factors Survival Analysis Internationality Belgium Decision Support Systems, Clinical Age Factors Predictive Value of Tests Triage Area Under Curve Italy Coronavirus Infections COVID-19 Testing China Cohort Studies Hospital Mortality ROC Curve Middle Aged COVID-19 Risk Assessment Retrospective Studies Humans Severity of Illness Index Female Hospitalization Machine Learning Reproducibility of Results Pandemics Aged Adult Male
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Machine learning analysis of motor evoked potential time series to predict disability progression in multiple sclerosis.

BMC neurology Mar 21, 2020
BACKGROUND: Evoked potentials (EPs) are a measure of the conductivity of the central nervous system. They are used to monitor disease progression of multiple sclerosis patients. Previous studies only extracted a few variables from the EPs, which are ...
Humans Machine Learning Female Male Disease Progression Logistic Models Evoked Potentials, Motor Disability Evaluation Multiple Sclerosis Datasets as Topic Belgium
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Presence of gammaherpesvirus BoHV-4 in endometrial cytology samples is not associated with subclinical endometritis diagnosed at artificial insemination in dairy cows.

Veterinary microbiology Dec 28, 2018
In the past, bovine herpesvirus 4 (BoHV-4) has been suggested to be associated with metritis and endometritis. However, not many field studies investigated the association between BoHV-4 and subclinical endometritis (SCE). In the present study, the a...
Tumor Virus Infections Cattle Diseases Herpesvirus 4, Bovine Belgium Female Endometritis DNA, Viral Animals Herpesviridae Infections Cattle Seroepidemiologic Studies Insemination, Artificial
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Multicenter validation of [F]-FDG PET and support-vector machine discriminant analysis in automatically classifying patients with amyotrophic lateral sclerosis versus controls.

Amyotrophic lateral sclerosis & frontotemporal degeneration Jun 4, 2018
OBJECTIVE: F-Fluorodeoxyglucose (F-FDG) positron emission tomography (PET) single-center studies using support vector machine (SVM) approach to differentiate amyotrophic lateral sclerosis (ALS) from controls have shown high overall accuracy on an ind...
Fluorodeoxyglucose F18 Belgium Discriminant Analysis Italy Amyotrophic Lateral Sclerosis Retrospective Studies Positron-Emission Tomography Female Middle Aged Aged Support Vector Machine Male Brain Mapping Humans Brain
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Network analysis of empathy items from the interpersonal reactivity index in 1973 young adults.

Psychiatry research Apr 19, 2018
The aim of this work is to perform a network analysis on the French adaptation of the interpersonal reactivity index (IRI) scale from a large Belgian database and provide additional information for the construct of empathy. We analyze a database of 1...
Adult Male Adolescent Belgium Databases, Factual Humans Interpersonal Relations Female Neural Networks, Computer Empathy Young Adult Algorithms
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