Search Results - "Silva, Iryna"

Extending a predictable machine learning framework with efficient gemm-based convolution routines by De Albuquerque Silva, Iryna, Carle, Thomas, Gauffriau, Adrien, Pagetti, Claire

“…To implement machine learning applications in real-time safety-critical systems, we previously introduced a predictable framework named ACETONE . This…”
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A Predictable SIMD Library for GEMM Routines by De Albuquerque Silva, Iryna, Carle, Thomas, Gauffriau, Adrien, Jegu, Victor, Pagetti, Claire

“…The resource-constrained environment and the certification requirements underlying embedded safety-critical real-time systems impose an adapted development…”
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CD4+ and CD8+ cell populations in HIV-positive women with cervical squamous intra-epithelial lesions and squamous cell carcinoma by Brito, Maria José, Sequeira, Pedro, Silva, Iryna, Quintas, Ana, Martins, Catarina, Félix, Ana

“…•Significant differences in HPV subtypes between HIV+ and HIV− were observed.•The density of CD8+ T cell infiltrate correlated with the severity of lesions.•In…”
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Programmed death-ligand 1 (PD-L1) expression in cervical intraepithelial neoplasia and cervical squamous cell carcinoma of HIV-infected and non-infected patients by Brito, Maria José, Sequeira, Pedro, Quintas, Ana, Silva, Iryna, Silva, Fernanda, Martins, Catarina, Félix, Ana

“…Programmed death-ligand 1 (PD-L1) is overexpressed in cervical carcinoma, hindering tumor destruction. The aim of this study was to assess PD-L1 expression by…”
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Formal description of ML models for unambiguous implementation by Gauffriau, Adrien, Silva, Iryna De Albuquerque, Pagetti, Claire

“…12th European Congress on Embedded Real Time Software and Systems (ERTS 2024), Jun 2024, Toulouse, France Implementing deep neural networks in safety critical…”
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