Differentially Private Graph Neural Networks for Whole-Graph Classification von Mueller, Tamara T., Paetzold, Johannes C., Prabhakar, Chinmay, Usynin, Dmitrii, Rueckert, Daniel, Kaissis, Georgios

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The impact of the coronavirus disease (COVID-19) pandemic on outpatient epilepsy care: An analysis of physician practices in Germany von Mueller, Tamara M., Kostev, Karel, Gollwitzer, Stephanie, Lang, Johannes D., Stritzelberger, Jenny, Westermayer, Vivien, Reindl, Caroline, Hamer, Hajo M.

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Privacy: An Axiomatic Approach von Ziller, Alexander, Mueller, Tamara T, Braren, Rickmer, Rueckert, Daniel, Kaissis, Georgios

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Multi-omics data integration methods and their applications in psychiatric disorders von Sathyanarayanan, Anita, Mueller, Tamara T., Ali Moni, Mohammad, Schueler, Katja, Baune, Bernhard T., Lio, Pietro, Mehta, Divya, Baune, Bernhard T, Dierssen, Mara, Ebert, Bjarke, Fabbri, Chiara, Fusar-Poli, Paolo, Gennarelli, Massimo, Harmer, Catherine, Howes, Oliver D., Janzing, Joost G.E., Lio, Pietro, Maron, Eduard, Mehta, Divya, Minelli, Alessandra, Nonell, Lara, Pisanu, Claudia, Potier, Marie-Claude, Rybakowski, Filip, Serretti, Alessandro, Squassina, Alessio, Stacey, David, van Westrhenen, Roos, Xicota, Laura

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Anti-seizure medication is not associated with an increased risk to develop cancer in epilepsy patients von Stritzelberger, Jenny, Lang, Johannes D., Mueller, Tamara M., Reindl, Caroline, Westermayer, Vivien, Kostev, Karel, Hamer, Hajo M.

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Alpha power decrease in quantitative EEG detects development of cerebral infarction after subarachnoid hemorrhage early von Mueller, Tamara M., Gollwitzer, Stephanie, Hopfengärtner, Rüdiger, Rampp, Stephan, Lang, Johannes D., Stritzelberger, Jenny, Madžar, Dominik, Reindl, Caroline, Sprügel, Maximilian I., Dogan Onugoren, Müjgan, Muehlen, Iris, Kuramatsu, Joji B., Schwab, Stefan, Huttner, Hagen B., Hamer, Hajo M.

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Reconciling privacy and accuracy in AI for medical imaging von Ziller, Alexander, Mueller, Tamara T., Stieger, Simon, Feiner, Leonhard F., Brandt, Johannes, Braren, Rickmer, Rueckert, Daniel, Kaissis, Georgios

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Using UK Biobank data to establish population-specific atlases from whole body MRI von Starck, Sophie, Sideri-Lampretsa, Vasiliki, Ritter, Jessica J. M., Zimmer, Veronika A., Braren, Rickmer, Mueller, Tamara T., Rueckert, Daniel

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Psychosocial long-term outcome in patients with psychogenic non-epileptic seizures von Walther, Katrin, Volbers, Bastian, Erdmann, Laura, Kurzbuch, Katrin, Lang, Johannes D., Mueller, Tamara M., Reindl, Caroline, Schwarz, Michael, Schwab, Stefan, Hamer, Hajo M.

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Ex vivo radiosensitivity is increased in non-cancer patients taking valproate von Stritzelberger, Jenny, Lainer, Jennifer, Gollwitzer, Stefanie, Graf, Wolfgang, Jost, Tina, Lang, Johannes D., Mueller, Tamara M., Schwab, Stefan, Fietkau, Rainer, Hamer, Hajo M., Distel, Luitpold

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Manufacturer switch of anti-seizure drugs may not increase the risk of seizure recurrence in Children: A nationwide study of prescription data in Germany von Lang, Johannes D., Kostev, Karel, Reindl, Caroline, Mueller, Tamara M., Stritzelberger, Jenny, Gollwitzer, Stephanie, Westermayer, Vivien, Trollmann, Regina, Hamer, Hajo M.

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Comparison of scoring tools for the prediction of in-hospital mortality in status epilepticus von Reindl, Caroline, Knappe, Ruben U., Sprügel, Maximilian I., Sembill, Jochen A., Mueller, Tamara M., Hamer, Hajo M., Huttner, Hagen B., Madžar, Dominik

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Influence of new versus traditional antiepileptic drugs on course and outcome of status epilepticus von Reindl, Caroline, Sprügel, Maximilian I., Sembill, Jochen A., Mueller, Tamara M., Hagen, Manuel, Gerner, Stefan T., Kuramatsu, Joji B., Hamer, Hajo M., Huttner, Hagen B., Madžar, Dominik

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A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression von Bintsi, Kyriaki-Margarita, Mueller, Tamara T., Starck, Sophie, Baltatzis, Vasileios, Hammers, Alexander, Rueckert, Daniel

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Gradient Self-alignment in Private Deep Learning von Bani-Harouni, David, Mueller, Tamara T., Rueckert, Daniel, Kaissis, Georgios

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Differentially Private Guarantees for Analytics and Machine Learning on Graphs: A Survey of Results von Mueller, Tamara T., Usynin, Dmitrii, Paetzold, Johannes C., Braren, Rickmer, Rueckert, Daniel, Kaissis, Georgios

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Extended Graph Assessment Metrics for Regression and Weighted Graphs von Mueller, Tamara T., Starck, Sophie, Feiner, Leonhard F., Bintsi, Kyriaki-Margarita, Rueckert, Daniel, Kaissis, Georgios

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Body Fat Estimation from Surface Meshes Using Graph Neural Networks von Mueller, Tamara T., Zhou, Siyu, Starck, Sophie, Jungmann, Friederike, Ziller, Alexander, Aksoy, Orhun, Movchan, Danylo, Braren, Rickmer, Kaissis, Georgios, Rueckert, Daniel

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Switching the manufacturer of antiepileptic drugs is associated with higher risk of seizures: A nationwide study of prescription data in Germany von Lang, Johannes D., Kostev, Karel, Onugoren, Müjgan Dogan, Gollwitzer, Stephanie, Graf, Wolfgang, Müller, Tamara, Olmes, David G., Hamer, Hajo M.

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Choroid plexus‐derived miR‐204 regulates the number of quiescent neural stem cells in the adult brain von Lepko, Tjasa, Pusch, Melanie, Müller, Tamara, Schulte, Dorothea, Ehses, Janina, Kiebler, Michael, Hasler, Julia, Huttner, Hagen B, Vandenbroucke, Roosmarijn E, Vandendriessche, Charysse, Modic, Miha, Martin‐Villalba, Ana, Zhao, Sheng, LLorens‐Bobadilla, Enric, Schneider, Anja, Fischer, Andre, Breunig, Christopher T, Stricker, Stefan H, Götz, Magdalena, Ninkovic, Jovica

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