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Article
Open AccessAutomatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models
Electronic health records (EHRs) contain valuable information for clinical research; however, the sensitive nature of healthcare data presents security and confidentiality challenges. De-identification is ther...
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Article
Open AccessDiscriminative Prior - Prior Image Constrained Compressed Sensing Reconstruction for Low-Dose CT Imaging
X-ray computed tomography (CT) has been widely used to provide patient-specific anatomical information in the forms of tissue attenuation. However, the cumulative radiation induced in CT scan has raised extens...
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Article
Open AccessMedical record: systematic centralization versus secure on demand aggregation
As patients often see the data of their medical histories scattered among various medical records hosted in several health-care establishments, the purpose of our multidisciplinary study was to define a pragma...