LACROIX-HUGUES , Virginie

Contexte En France il n'existe aucun système d'information public associant motifs de recours aux médecins, actes pratiqués ou décisions prises en cours de séance.ObjectifLes objectifs de notre étude était d'étudier la faisabilité de recueil des dossiers médicaux électroniques (DME) afin de constituer une base de données en médecine générale...

Background: Artificial intelligence methods applied to electronic medical records (EMRs) hold the potential to help physicians save time by sharpening their analysis and decisions, thereby improving the health of patients. On the one hand, machine learning algorithms have proven their effectiveness in extracting information and exploiting...

Electronic medical records (EMR) contain key information about the different symptomatic episodes that a patient went through. They carry a great potential in order to improve the well-being of patients and therefore represent a very valuable input for artificial intelligence approaches. However, the explicit knowledge directly available...

Although there are many medical standard vocabularies available, it remains challenging to properly identify domain concepts in electronic medical records. Variations in the annotations of these texts in terms of coverage and abstraction may be due to the chosen annotation methods and the knowledge graphs, and may lead to very different...

The knowledge available through electronic medical records (EMR) themselves remains limited by the fact the features used by a machine learning algorithms from a text alone do not contain all the implicit information known by a domain expert. We propose and evaluate the ontological augmentations of features extracted from textual information...

Background: The definition and the treatment of male urinary tract infections (UTIs) are imprecise. This study aims to determine the frequency of male UTIs in consultations of general practice, the diagnostic approach and the prescribed treatments.Methods: We extracted the consultations of male patients, aged 18 years or more, during the period...

Physicians are confronted with a constant increase in the number of their patients given the numerus clausus imposed on medical studies in France. In addition, the overall aging of the population requires them to treat patients with many diseases (comorbidity), which complicates the management of patients since polypharmacy implies the...