Formal Models of the Network Co-occurrence Underlying Mental Operations von Bzdok, Danilo, Varoquaux, Gaël, Grisel, Olivier, Eickenberg, Michael, Poupon, Cyril, Thirion, Bertrand

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Scikit-learn: Machine Learning in Python von Pedregosa, Fabian, Varoquaux, Gaël, Gramfort, Alexandre, Michel, Vincent, Thirion, Bertrand, Grisel, Olivier, Blondel, Mathieu, Prettenhofer, Peter, Weiss, Ron, Dubourg, Vincent, Vanderplas, Jake, Passos, Alexandre, Cournapeau, David, Brucher, Matthieu, Perrot, Matthieu, Duchesnay, Edouard

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Obesity Doubles Mortality in Patients Hospitalized for Severe Acute Respiratory Syndrome Coronavirus 2 in Paris Hospitals, France: A Cohort Study on 5,795 Patients von Czernichow, Sébastien, Beeker, Nathanael, Rives‐Lange, Claire, Guerot, Emmanuel, Diehl, Jean‐Luc, Katsahian, Sandrine, Hulot, Jean‐Sébastien, Poghosyan, Tigran, Carette, Claire, Jannot, Anne‐Sophie, Ancel, Pierre‐Yves, Bauchet, Alain, Beeker, Nathanael, Beeker, Nathanael, Benoit, Vincent, Bernaux, Mélodie, Bellamine, Ali, Bey, Romain, Bourmaud, Aurélie, Bréant, Stéphane, Burgun, Anita, Carrat, Fabrice, Caucheteux, Charlotte, Champ, Julien, Cormont, Sylvie, Daniel, Christel, Dubiel, Julien, Ducloas, Catherine, Esteve, Loic, Frank, Marie, Garcelon, Nicolas, Gramfort, Alexandre, Griffon, Nicolas, Grisel, Olivier, Guilbaud, Martin, Hassen‐Khodja, Claire, Hemery, François, Hilka, Martin, Jannot, Anne Sophie, Lambert, Jerome, Layese, Richard, Leblanc, Judith, Lebouter, Léo, Lemaitre, Guillaume, Leprovost, Damien, Lerner, Ivan, Levi Sallah, Kankoe, Maire, Aurélien, Mamzer, Marie‐France, Martel, Patricia, Mensch, Arthur, Moreau, Thomas, Neuraz, Antoine, Orlova, Nina, Paris, Nicolas, Rance, Bastien, Ravera, Hélène, Rozes, Antoine, Salamanca, Elisa, Sandrin, Arnaud, Serre, Patricia, Tannier, Xavier, Treluyer, Jean‐Marc, Van Gysel, Damien, Varoquaux, Gael, Vie, Jill Jen, Wack, Maxime, Wajsburt, Perceval, Wassermann, Demian, Zapletal, Eric

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Association Between FIASMAs and Reduced Risk of Intubation or Death in Individuals Hospitalized for Severe COVID‐19: An Observational Multicenter Study von Hoertel, Nicolas, Sánchez‐Rico, Marina, Gulbins, Erich, Kornhuber, Johannes, Carpinteiro, Alexander, Lenze, Eric J., Reiersen, Angela M., Abellán, Miriam, Muela, Pedro, Vernet, Raphaël, Blanco, Carlos, Cougoule, Céline, Beeker, Nathanaël, Neuraz, Antoine, Gorwood, Philip, Alvarado, Jesús M., Meneton, Pierre, Limosin, Frédéric, Ancel, Pierre‐Yves, Bauchet, Alain, Beeker, Nathanaël, Benoit, Vincent, Bernaux, Mélodie, Bellamine, Ali, Bey, Romain, Bourmaud, Aurélie, Breant, Stéphane, Burgun, Anita, Carrat, Fabrice, Caucheteux, Charlotte, Champ, Julien, Cormont, Sylvie, Daniel, Christel, Dubiel, Julien, Ducloas, Catherine, Esteve, Loic, Frank, Marie, Garcelon, Nicolas, Gramfort, Alexandre, Griffon, Nicolas, Grisel, Olivier, Guilbaud, Martin, Hassen‐Khodja, Claire, Hemery, François, Hilka, Martin, Sophie Jannot, Anne, Lambert, Jerome, Layese, Richard, Leblanc, Judith, Lebouter, Léo, Lemaitre, Guillaume, Leprovost, Damien, Lerner, Ivan, Levi Sallah, Kankoe, Maire, Aurélien, Mamzer, Marie‐France, Martel, Patricia, Mensch, Arthur, Moreau, Thomas, Neuraz, Antoine, Orlova, Nina, Paris, Nicolas, Rance, Bastien, Ravera, Hélène, Rozes, Antoine, Salamanca, Elisa, Sandrin, Arnaud, Serre, Patricia, Tannier, Xavier, Treluyer, Jean‐Marc, van Gysel, Damien, Varoquaux, Gaël, Vie, Jill Jen, Wack, Maxime, Wajsburt, Perceval, Wassermann, Demian, Zapletal, Eric

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External validation of prognostic scores for COVID-19: a multicenter cohort study of patients hospitalized in Greater Paris University Hospitals von Lombardi, Yannis, Azoyan, Loris, Szychowiak, Piotr, Bellamine, Ali, Lemaitre, Guillaume, Bernaux, Mélodie, Daniel, Christel, Leblanc, Judith, Riller, Quentin, Steichen, Olivier

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Observational study of haloperidol in hospitalized patients with COVID-19 von Hoertel, Nicolas, Sanchez-Rico, Marina, Vernet, Raphael, Jannot, Anne-Sophie, Neuraz, Antoine, Blanco, Carlos, Lemogne, Cedric, Airagnes, Guillaume, Paris, Nicolas, Daniel, Christel, Gramfort, Alexandre, Lemaitre, Guillaume, Bernaux, Melodie, Bellamine, Ali, Beeker, Nathanael, Limosin, Frederic

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Natural Language Processing for Rapid Response to Emergent Diseases: Case Study of Calcium Channel Blockers and Hypertension in the COVID-19 Pandemic von Neuraz, Antoine, Lerner, Ivan, Digan, William, Paris, Nicolas, Tsopra, Rosy, Rogier, Alice, Baudoin, David, Cohen, Kevin Bretonnel, Burgun, Anita, Garcelon, Nicolas, Rance, Bastien

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Brain‐based ranking of cognitive domains to predict schizophrenia von Karrer, Teresa M., Bassett, Danielle S., Derntl, Birgit, Gruber, Oliver, Aleman, André, Jardri, Renaud, Laird, Angela R., Fox, Peter T., Eickhoff, Simon B., Grisel, Olivier, Varoquaux, Gaël, Thirion, Bertrand, Bzdok, Danilo

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Letter: severe COVID‐19 infection and biologic therapies—a cohort study of 7 808 patients in France von Bataille, Pauline, Amiot, Aurélien, Claudepierre, Pascal, Paris, Nicolas, Neuraz, Antoine, Lerner, Ivan, Garcelon, Nicolas, Rance, Bastien, Grisel, Olivier, Moreau, Thomas, Bernaux, Melodie, Audureau, Etienne, Sbidian, Emilie

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Dexamethasone use and mortality in hospitalized patients with coronavirus disease 2019: A multicentre retrospective observational study von Hoertel, Nicolas, Sánchez‐Rico, Marina, Vernet, Raphaël, Beeker, Nathanaël, Neuraz, Antoine, Alvarado, Jesús M., Daniel, Christel, Paris, Nicolas, Gramfort, Alexandre, Lemaitre, Guillaume, Salamanca, Elisa, Bernaux, Mélodie, Bellamine, Ali, Burgun, Anita, Limosin, Frédéric

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Observational Study of Chlorpromazine in Hospitalized Patients with COVID-19 von Hoertel, Nicolas, Sánchez-Rico, Marina, Vernet, Raphaël, Jannot, Anne-Sophie, Neuraz, Antoine, Blanco, Carlos, Lemogne, Cédric, Airagnes, Guillaume, Paris, Nicolas, Daniel, Christel, Gramfort, Alexandre, Lemaitre, Guillaume, Bernaux, Mélodie, Bellamine, Ali, Beeker, Nathanaël, Limosin, Frédéric

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Observational Study of Chlorpromazine in Hospitalized Patients with COVID-19 von Hoertel, Nicolas, Sanchez-Rico, Marina, Vernet, Raphael, Jannot, Anne-Sophie, Neuraz, Antoine, Blanco, Carlos, Lemogne, Cedric, Airagnes, Guillaume, Paris, Nicolas, Daniel, Christel, Gramfort, Alexandre, Lemaitre, Guillaume, Bernaux, Melodie, Bellamine, Ali, Beeker, Nathanael, Limosin, Frederic

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Association of Antihypertensive Agents with the Risk of In-Hospital Death in Patients with Covid-19 von Chouchana, Laurent, Beeker, Nathanaël, Garcelon, Nicolas, Rance, Bastien, Paris, Nicolas, Salamanca, Elisa, Polard, Elisabeth, Burgun, Anita, Treluyer, Jean-Marc, Neuraz, Antoine

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Obesity Doubles Mortality in Patients Hospitalized for Severe Acute Respiratory Syndrome Coronavirus 2 in Paris Hospitals, France: A Cohort Study on 5,795 Patients von Czernichow, Sébastien, Beeker, Nathanael, Rives-Lange, Claire, Guerot, Emmanuel, Diehl, Jean‐luc, Katsahian, Sandrine, Hulot, Jean‐sébastien, Poghosyan, Tigran, Carette, Claire, Jannot, Anne‐sophie, Ancel, Pierre‐yves, Bauchet, Alain, Benoit, Vincent, Bernaux, Mélodie, Bellamine, Ali, Bey, Romain, Bourmaud, Aurélie, Bréant, Stéphane, Burgun, Anita, Carrat, Fabrice, Caucheteux, Charlotte, Champ, Julien, Cormont, Sylvie, Daniel, Christel, Dubiel, Julien, Ducloas, Catherine, Esteve, Loic, Frank, Marie, Garcelon, Nicolas, Gramfort, Alexandre, Griffon, Nicolas, Grisel, Olivier, Guilbaud, Martin, Hassen-Khodja, Claire, Hemery, François, Hilka, Martin, Jannot, Anne Sophie, Lambert, Jerome, Layese, Richard, Leblanc, Judith, Lebouter, Léo, Lemaitre, Guillaume, Leprovost, Damien, Lerner, Ivan, Levi Sallah, Kankoe, Maire, Aurélien, Mamzer, Marie‐france, Martel, Patricia, Mensch, Arthur, Moreau, Thomas, Neuraz, Antoine, Orlova, Nina, Paris, Nicolas, Rance, Bastien, Ravera, Hélène, Rozes, Antoine, Salamanca, Elisa, Sandrin, Arnaud, Serre, Patricia, Tannier, Xavier, Treluyer, Jean‐marc, van Gysel, Damien, Varoquaux, Gael, Vie, Jill Jen, Wack, Maxime, Wajsburt, Perceval, Wassermann, Demian, Zapletal, Eric

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Risk of Death in Individuals Hospitalized for COVID-19 With and Without Psychiatric Disorders: An Observational Multicenter Study in France von Hoertel, Nicolas, Sánchez-Rico, Marina, de la Muela, Pedro, Abellán, Miriam, Blanco, Carlos, Leboyer, Marion, Cougoule, Céline, Gulbins, Erich, Kornhuber, Johannes, Carpinteiro, Alexander, Becker, Katrin Anne, Vernet, Raphaël, Beeker, Nathanaël, Neuraz, Antoine, Alvarado, Jesús M., Herrera-Morueco, Juan José, Airagnes, Guillaume, Lemogne, Cédric, Limosin, Frédéric, Ancel, Pierre-Yves, Bauchet, Alain, Beeker, Nathanaël, Benoit, Vincent, Bernaux, Mélodie, Bellamine, Ali, Bey, Romain, Bourmaud, Aurélie, Breant, Stéphane, Burgun, Anita, Carrat, Fabrice, Caucheteux, Charlotte, Champ, Julien, Cormont, Sylvie, Daniel, Christel, Dubiel, Julien, Ducloas, Catherine, Esteve, Loic, Frank, Marie, Garcelon, Nicolas, Gramfort, Alexandre, Griffon, Nicolas, Grisel, Olivier, Guilbaud, Martin, Hassen-Khodja, Claire, Hemery, François, Hilka, Martin, Jannot, Anne Sophie, Lambert, Jerome, Layese, Richard, Leblanc, Judith, Lebouter, Léo, Lemaitre, Guillaume, Leprovost, Damien, Lerner, Ivan, Sallah, Kankoe Levi, Maire, Aurélien, Mamzer, Marie-France, Martel, Patricia, Mensch, Arthur, Moreau, Thomas, Neuraz, Antoine, Orlova, Nina, Paris, Nicolas, Rance, Bastien, Ravera, Hélène, Rozes, Antoine, Salamanca, Elisa, Sandrin, Arnaud, Serre, Patricia, Tannier, Xavier, Treluyer, Jean-Marc, Van Gysel, Damien, Varoquaux, Gaël, Vie, Jill Jen, Wack, Maxime, Wajsburt, Perceval, Wassermann, Demian, Zapletal, Eric

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Association of Antihypertensive Agents with the Risk of In-Hospital Death in Patients with Covid-19 von Chouchana, Laurent, Beeker, Nathanaël, Garcelon, Nicolas, Rance, Bastien, Paris, Nicolas, Salamanca, Elisa, Polard, Elisabeth, Burgun, Anita, Treluyer, Jean-Marc, Neuraz, Antoine, Ancel, Pierre-Yves, Bauchet, Alain, Benoit, Vincent, Bernaux, Mélodie, Bellamine, Ali, Bey, Romain, Bourmaud, Aurélie, Breant, Stéphane, Carrat, Fabrice, Caucheteux, Charlotte, Champ, Julien, Cormont, Sylvie, Daniel, Christel, Dubiel, Julien, Ducloas, Catherine, Esteve, Loic, Frank, Marie, Gramfort, Alexandre, Griffon, Nicolas, Grisel, Olivier, Guilbaud, Martin, Hassen-Khodja, Claire, Hemery, François, Hilka, Martin, Jannot, Anne Sophie, Lambert, Jerome, Layese, Richard, Leblanc, Judith, Lebouter, Leo, Lemaitre, Guillaume, Leprovost, Damien, Lerner, Ivan, Levi Sallah, Kankoe, Maire, Aurelien, Mamzer, Marie-France, Martel, Patricia, Mensch, Arthur, Moreau, Thomas, Orlova, Nina, Ravera, Helene, Rozes, Antoine, Sandrin, Arnaud, Serre, Patricia, Tannier, Xavier, van Gysel, Damien, Varoquaux, Gaël, Vie, Jill Jen, Wack, Maxime, Wajsburt, Perceval, Wassermann, Demian, Zapletal, Eric

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Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort studyResearch in Context von Arianna Dagliati, Zachary H. Strasser, Zahra Shakeri Hossein Abad, Jeffrey G. Klann, Kavishwar B. Wagholikar, Rebecca Mesa, Shyam Visweswaran, Michele Morris, Yuan Luo, Darren W. Henderson, Malarkodi Jebathilagam Samayamuthu, Bryce W.Q. Tan, Guillame Verdy, Gilbert S. Omenn, Zongqi Xia, Riccardo Bellazzi, Shawn N. Murphy, John H. Holmes, Hossein Estiri, James R. Aaron, Giuseppe Agapito, Adem Albayrak, Giuseppe Albi, Mario Alessiani, Anna Alloni, Danilo F. Amendola, François Angoulvant, Li L.L.J. Anthony, Bruce J. Aronow, Fatima Ashraf, Andrew Atz, Paul Avillach, Paula S. Azevedo, James Balshi, Brett K. Beaulieu-Jones, Douglas S. Bell, Antonio Bellasi, Riccardo Bellazzi, Vincent Benoit, Michele Beraghi, José Luis Bernal-Sobrino, Mélodie Bernaux, Romain Bey, Surbhi Bhatnagar, Alvar Blanco-Martínez, Clara-Lea Bonzel, John Booth, Silvano Bosari, Florence T. Bourgeois, Robert L. Bradford, Gabriel A. Brat, Stéphane Bréant, Nicholas W. Brown, Raffaele Bruno, William A. Bryant, Mauro Bucalo, Emily Bucholz, Anita Burgun, Tianxi Cai, Mario Cannataro, Aldo Carmona, Charlotte Caucheteux, Julien Champ, Jin Chen, Krista Y. Chen, Luca Chiovato, Lorenzo Chiudinelli, Kelly Cho, James J. Cimino, Tiago K. Colicchio, Sylvie Cormont, Sébastien Cossin, Jean B. Craig, Juan Luis Cruz-Bermúdez, Jaime Cruz-Rojo, Arianna Dagliati, Mohamad Daniar, Christel Daniel, Priyam Das, Batsal Devkota, Audrey Dionne, Rui Duan, Julien Dubiel, Scott L. DuVall, Loic Esteve, Hossein Estiri, Shirley Fan, Robert W. Follett, Thomas Ganslandt, Noelia García- Barrio, Lana X. Garmire, Nils Gehlenborg, Emily J. Getzen, Alon Geva, Tobias Gradinger, Alexandre Gramfort, Romain Griffier, Nicolas Griffon, Olivier Grisel, Alba Gutiérrez-Sacristán

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Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks von Alberge, Julie, Maladière, Vincent, Grisel, Olivier, Abécassis, Judith, Varoquaux, Gaël

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Teaching Models To Survive: Proper Scoring Rule and Stochastic Optimization with Competing Risks von Alberge, Julie, Maladière, Vincent, Grisel, Olivier, Abécassis, Judith, Varoquaux, Gaël

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False Discovery Proportion control for aggregated Knockoffs von Blain, Alexandre, Thirion, Bertrand, Grisel, Olivier, Neuvial, Pierre

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