Search Results - "Dubois, Remy"

Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients by Lassau, Nathalie, Ammari, Samy, Chouzenoux, Emilie, Gortais, Hugo, Herent, Paul, Devilder, Matthieu, Soliman, Samer, Meyrignac, Olivier, Talabard, Marie-Pauline, Lamarque, Jean-Philippe, Dubois, Remy, Loiseau, Nicolas, Trichelair, Paul, Bendjebbar, Etienne, Garcia, Gabriel, Balleyguier, Corinne, Merad, Mansouria, Stoclin, Annabelle, Jegou, Simon, Griscelli, Franck, Tetelboum, Nicolas, Li, Yingping, Verma, Sagar, Terris, Matthieu, Dardouri, Tasnim, Gupta, Kavya, Neacsu, Ana, Chemouni, Frank, Sefta, Meriem, Jehanno, Paul, Bousaid, Imad, Boursin, Yannick, Planchet, Emmanuel, Azoulay, Mikael, Dachary, Jocelyn, Brulport, Fabien, Gonzalez, Adrian, Dehaene, Olivier, Schiratti, Jean-Baptiste, Schutte, Kathryn, Pesquet, Jean-Christophe, Talbot, Hugues, Pronier, Elodie, Wainrib, Gilles, Clozel, Thomas, Barlesi, Fabrice, Bellin, Marie-France, Blum, Michael G. B.

“…The SARS-COV-2 pandemic has put pressure on intensive care units, so that identifying predictors of disease severity is a priority. We collect 58 clinical and…”
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A deep learning method for predicting knee osteoarthritis radiographic progression from MRI by Schiratti, Jean-Baptiste, Dubois, Rémy, Herent, Paul, Cahané, David, Dachary, Jocelyn, Clozel, Thomas, Wainrib, Gilles, Keime-Guibert, Florence, Lalande, Agnes, Pueyo, Maria, Guillier, Romain, Gabarroca, Christine, Moingeon, Philippe

“…Background The identification of patients with knee osteoarthritis (OA) likely to progress rapidly in terms of structure is critical to facilitate the…”
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Validation of MSIntuit as an AI-based pre-screening tool for MSI detection from colorectal cancer histology slides by Saillard, Charlie, Dubois, Rémy, Tchita, Oussama, Loiseau, Nicolas, Garcia, Thierry, Adriansen, Aurélie, Carpentier, Séverine, Reyre, Joelle, Enea, Diana, von Loga, Katharina, Kamoun, Aurélie, Rossat, Stéphane, Wiscart, Corentin, Sefta, Meriem, Auffret, Michaël, Guillou, Lionel, Fouillet, Arnaud, Kather, Jakob Nikolas, Svrcek, Magali

“…Mismatch Repair Deficiency (dMMR)/Microsatellite Instability (MSI) is a key biomarker in colorectal cancer (CRC). Universal screening of CRC patients for MSI…”
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Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer by Ogier du Terrail, Jean, Leopold, Armand, Joly, Clément, Béguier, Constance, Andreux, Mathieu, Maussion, Charles, Schmauch, Benoît, Tramel, Eric W., Bendjebbar, Etienne, Zaslavskiy, Mikhail, Wainrib, Gilles, Milder, Maud, Gervasoni, Julie, Guerin, Julien, Durand, Thierry, Livartowski, Alain, Moutet, Kelvin, Gautier, Clément, Djafar, Inal, Moisson, Anne-Laure, Marini, Camille, Galtier, Mathieu, Balazard, Félix, Dubois, Rémy, Moreira, Jeverson, Simon, Antoine, Drubay, Damien, Lacroix-Triki, Magali, Franchet, Camille, Bataillon, Guillaume, Heudel, Pierre-Etienne

“…Triple-negative breast cancer (TNBC) is a rare cancer, characterized by high metastatic potential and poor prognosis, and has limited treatment options. The…”
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Development of a deep‐learning model tailored for HER2 detection in breast cancer to aid pathologists in interpreting HER2‐low cases by Bannier, Pierre‐Antoine, Broeckx, Glenn, Herpin, Loïc, Dubois, Rémy, Van Praet, Lydwine, Maussion, Charles, Deman, Frederik, Amonoo, Ellen, Mera, Anca, Timbres, Jasmine, Gillett, Cheryl, Sawyer, Elinor, Gazińska, Patrycja, Ziolkowski, Piotr, Lacroix‐Triki, Magali, Salgado, Roberto, Irshad, Sheeba

“…Aims Over 50% of breast cancer cases are “Human epidermal growth factor receptor 2 (HER2) low breast cancer (BC)”, characterized by HER2 immunohistochemistry…”
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FRI-454 Prediction of TERT promoter mutations using MALDI imaging and artificial intelligence in small hepatocellular nodules in cirrhosis by Cazier, Helene, Dubois, Remy, Beaufrère, Aurélie, Laouirem, Samira, Paisley, Sarah, Schmauch, Benoit, Tabath, Martin, Albuquerque, Miguel, Paradis, Valérie

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High performance computing of stiff bubble collapse on CPU-GPU heterogeneous platform by Dubois, Remy, Goncalves da Silva, Eric, Parnaudeau, Philippe

“…•An efficient parallel GPU-CPU two-phase solver is presented.•Performances and scalability are illustrated on a heterogenous supercomputer.•Several…”
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A Deep Learning Approach To Identify MRNA Localization Patterns by Dubois, Remy, Imbert, Arthur, Samacoits, Aubin, Peter, Marion, Bertrand, Edouard, Muller, Florian, Walter, Thomas

“…The localization of messenger RNA (mRNA) molecules inside cells play an important role for the local control of gene expression. However, the localization…”
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Abstract PO2-07-05: Deep learning model for automated quantification of HER2 expression in invasive breast cancers from immunohistochemical whole slide images by Bannier, Pierre-Antoine, Herpin, Loïc, Dubois, Rémy, Van Praet, Lydwine, Maussion, Charles, Amonoo, Ellen, Mera, Anca, Timbres, Jasmine, Gillett, Cheryl, Sawyer, Elinor, Gazinska, Patrycja, Ziolkowski, Piotr, Salgado, Roberto, Irshad, Sheeba

“…Introduction Human epidermal growth factor receptor 2 (HER2) protein overexpression and/or HER2 gene amplification is found in about 20% of invasive breast…”
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