Optimisation d'hyper-paramètres en apprentissage profond et apprentissage par transfert : applications en imagerie médicale von Bertrand, Hadrien

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Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays von Hashir, Mohammad, Bertrand, Hadrien, Cohen, Joseph Paul

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MODIFYING A NEURAL NETWORK von BERTRAND, Hadrien, ARDON, Roberto

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Do Lateral Views Help Automated Chest X-ray Predictions? von Bertrand, Hadrien, Hashir, Mohammad, Cohen, Joseph Paul

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On the limits of cross-domain generalization in automated X-ray prediction von Cohen, Joseph Paul, Hashir, Mohammad, Brooks, Rupert, Bertrand, Hadrien

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MODIFYING A NEURAL NETWORK von BERTRAND, Hadrien, ARDON, Roberto José

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TorchXRayVision: A library of chest X-ray datasets and models von Cohen, Joseph Paul, Viviano, Joseph D, Bertin, Paul, Morrison, Paul, Torabian, Parsa, Guarrera, Matteo, Lungren, Matthew P, Chaudhari, Akshay, Brooks, Rupert, Hashir, Mohammad, Bertrand, Hadrien

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Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays von Hashir, Mohammad, Bertrand, Hadrien, Cohen, Joseph Paul

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Do Lateral Views Help Automated Chest X-ray Predictions? von Bertrand, Hadrien, Hashir, Mohammad, Cohen, Joseph Paul

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Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection von Bertrand, Hadrien, Perrot, Matthieu, Ardon, Roberto, Bloch, Isabelle

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On the limits of cross-domain generalization in automated X-ray prediction von Cohen, Joseph Paul, Hashir, Mohammad, Brooks, Rupert, Bertrand, Hadrien

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TorchXRayVision: A library of chest X-ray datasets and models von Cohen, Joseph Paul, Viviano, Joseph D, Bertin, Paul, Morrison, Paul, Parsa Torabian, Guarrera, Matteo, Lungren, Matthew P, Chaudhari, Akshay, Brooks, Rupert, Hashir, Mohammad, Bertrand, Hadrien

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Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection von Bertrand, Hadrien, Perrot, Matthieu, Ardon, Roberto, Bloch, Isabelle

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Liberal or Conservative Oxygen Therapy for Acute Respiratory Distress Syndrome von Barrot, Loic, Asfar, Pierre, Mauny, Frederic, Winiszewski, Hadrien, Montini, Florent, Badie, Julio, Quenot, Jean-Pierre, Pili-Floury, Sebastien, Bouhemad, Belaid, Louis, Guillaume, Souweine, Bertrand, Collange, Olivier, Pottecher, Julien, Levy, Bruno, Puyraveau, Marc, Vettoretti, Lucie, Constantin, Jean-Michel, Capellier, Gilles

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Use of Aprotinin versus Tranexamic Acid in Cardiac Surgery Patients with High-Risk for Excessive Bleeding (APACHE) trial: a multicentre retrospective comparative non-randomized his... von Gallo, Eloïse, Gaudard, Philippe, Provenchère, Sophie, Souab, Fouzia, Schwab, Anaïs, Bedague, Damien, de La Barre, Hugues, de Tymowski, Christian, Saadi, Laysa, Rozec, Bertrand, Cholley, Bernard, Scherrer, Bruno, Fellahi, Jean-Luc, Ouattara, Alexandre

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Enteral versus parenteral early nutrition in ventilated adults with shock: a randomised, controlled, multicentre, open-label, parallel-group study (NUTRIREA-2) von Reignier, Jean, Brisard, Laurent, Lascarrou, Jean-Baptiste, Anguel, Nadia, Argaud, Laurent, Asehnoune, Karim, Asfar, Pierre, Bellec, Frédéric, Botoc, Vlad, Bretagnol, Anne, Canet, Emmanuel, Da Silva, Daniel, Darmon, Michael, Das, Vincent, Devaquet, Jérôme, Ganster, Frédérique, Garrouste-Orgeas, Maité, Gaudry, Stéphane, Guidet, Bertrand, Guitton, Christophe, Herbrecht, Jean-Etienne, Lacherade, Jean-Claude, Letocart, Philippe, Martino, Frédéric, Maxime, Virginie, Mira, Jean-Paul, Nseir, Saad, Piton, Gael, Quenot, Jean-Pierre, Richecoeur, Jack, Rigaud, Jean-Philippe, Rolin, Nathalie, Sirodot, Michel, Tinturier, François, Thévenin, Didier, Giraudeau, Bruno, Le Gouge, Amélie, Dupont, Hervé, Pierrot, Marc, Beloncle, François, Combaux, Danièle, Mercier, Romain, Capellier, Gilles, Hilbert, Gilles, Gruson, Didier, Kalfon, Pierre, Souweine, Bertrand, Coupez, Elizabeth, Ricard, Jean-Damien, Messika, Jonathan, Bougerol, François, Declercq, Pierre-Louis, Dargent, Auguste, Large, Audrey, Annane, Djillali, Clair, Bernard, Hamidfar, Rebecca, Richard, Christian, Henry-Lagarrigue, Mathieu, Yehia, Ahiem Yehia, Temime, Johanna, Barrailler, Stephanie, Favory, Raphaël, Parmentier-Decrucq, Erika, Jourdain, Mercé, Baboi, Loredana, Simon, Marie, Baudry, Thomas, Monchi, Mehran, Roustan, Jérôme, Bardou, Patrick, Cottereau, Alice, Brule, Noelle, Landais, Mickael, Roquilly, Antoine, Boulain, Thierry, Benzekri, Dalila, Champigneulle, Benoit, Tahiri, Jalel, Misset, Benoit, Lemiale, Virginie, Zafrani, Lara, Fartoukh, Muriel, Thiéry, Guillaume, Chatellier, Delphine, Coudroy, Rémi, Chouquer, Renaud, Gay, Samuel, Brasse, Christine, Delahaye, Arnaud, Ferreira, Luis, Vermesch, Régine, Chevalier, Stéphanie, Quentin, Charlotte, Maestraggi, Quentin, Schneider, Francis, Meziani, Ferhat, Cerf, Charles, Salmon-Gandonnière, Charlotte, Bodet-Contentin, Laetitia

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Management and outcomes of pregnant women admitted to intensive care unit for severe pneumonia related to SARS-CoV-2 infection: the multicenter and international COVIDPREG study von Péju, Edwige, Belicard, Félicie, Silva, Stein, Hraiech, Sami, Painvin, Benoît, Kamel, Toufik, Thille, Arnaud W., Goury, Antoine, Grimaldi, David, Jung, Boris, Piagnerelli, Michael, Winiszewski, Hadrien, Jourdain, Merce, Jozwiak, Mathieu

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New clinical algorithm including fungal biomarkers to better diagnose probable invasive pulmonary aspergillosis in ICU von Hamam, Joffrey, Navellou, Jean-Christophe, Bellanger, Anne-Pauline, Bretagne, Stéphane, Winiszewski, Hadrien, Scherer, Emeline, Piton, Gael, Millon, Laurence

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Heavy ionic pollution disrupts assemblages of algae, macroinvertebrates and riparian vegetation von Fanton, Hadrien, Affre, Laurence, Franquet, Evelyne, Bertrand, Céline, Cavalli, Laurent, Dumas, Estelle, Guiller, Clémence, Kaldonski, Nicolas, Meineri, Eric, Mutillod, Clémentine, Oursel, Benjamin, Pavon, Daniel, Thorel, Maxine, Tatoni, Thierry, Fayolle, Stéphanie

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Magneto-structural correlation in lanthanide luminescent [2.2]paracyclophane-based single-molecule magnets von Flichot, Hadrien, Sickinger, Annika, Brom, Jules, Lefeuvre, Bertrand, Dorcet, Vincent, Guizouarn, Thierry, Cador, Olivier, Le Guennic, Boris, Micouin, Laurent, Maury, Olivier, Benedetti, Erica, Pointillart, Fabrice

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