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

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Scikit-learn: Machine Learning in Python by 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 by 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 by 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 by 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 by 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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Natural Language Processing for Rapid Response to Emergent Diseases: Case Study of Calcium Channel Blockers and Hypertension in the COVID-19 Pandemic by 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 by 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 by 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 by 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 by 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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Low-income neighbourhood was a key determinant of severe COVID-19 incidence during the first wave of the epidemic in Paris by Jannot, Anne-Sophie, Countouris, Hector, Van Straaten, Alexis, Burgun, Anita, Katsahian, Sandrine, Rance, Bastien, Ancel, Pierre-Yves, Bauchet, Alain, Benoit, Vincent, Bernaux, Mélodie, Bellamine, Ali, Bey, Romain, Bourmaud, Aurélie, Bréant, Stéphane, Carrat, Fabrice, 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, 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, Ravera, Hélène, Rozes, Antoine, Salamanca, Elisa, Sandrin, Arnaud, Serre, Patricia, Tannier, Xavier, Treluyer, Jean-Marc, Gysel, Damien Van, Varoquaux, Gael, Vie, Jill Jen, Wack, Maxime, Wajsburt, Perceval, Wassermann, Demian, Zapletal, Eric

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Observational Study of Chlorpromazine in Hospitalized Patients with COVID-19 by 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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Association of Antihypertensive Agents with the Risk of In-Hospital Death in Patients with Covid-19 by 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 by 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 by 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 by 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 by 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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International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium by Brat, Gabriel A, Weber, Griffin M, Gehlenborg, Nils, Avillach, Paul, Palmer, Nathan P, Chiovato, Luca, Cimino, James, Waitman, Lemuel R, Omenn, Gilbert S, Malovini, Alberto, Moore, Jason H, Beaulieu-Jones, Brett K, Tibollo, Valentina, Murphy, Shawn N, Yi, Sehi L', Keller, Mark S, Bellazzi, Riccardo, Hanauer, David A, Serret-Larmande, Arnaud, Gutierrez-Sacristan, Alba, Holmes, John J, Bell, Douglas S, Mandl, Kenneth D, Follett, Robert W, Klann, Jeffrey G, Murad, Douglas A, Scudeller, Luigia, Bucalo, Mauro, Kirchoff, Katie, Craig, Jean, Obeid, Jihad, Jouhet, Vianney, Griffier, Romain, Cossin, Sebastien, Moal, Bertrand, Patel, Lav P, Bellasi, Antonio, Prokosch, Hans U, Kraska, Detlef, Sliz, Piotr, Tan, Amelia L M, Ngiam, Kee Yuan, Zambelli, Alberto, Mowery, Danielle L, Schiver, Emily, Devkota, Batsal, Bradford, Robert L, Daniar, Mohamad, Daniel, Christel, Benoit, Vincent, Bey, Romain, Paris, Nicolas, Serre, Patricia, Orlova, Nina, Dubiel, Julien, Hilka, Martin, Jannot, Anne Sophie, Breant, Stephane, Leblanc, Judith, Griffon, Nicolas, Burgun, Anita, Bernaux, Melodie, Sandrin, Arnaud, Salamanca, Elisa, Cormont, Sylvie, Ganslandt, Thomas, Gradinger, Tobias, Champ, Julien, Boeker, Martin, Martel, Patricia, Esteve, Loic, Gramfort, Alexandre, Grisel, Olivier, Leprovost, Damien, Moreau, Thomas, Varoquaux, Gael, Vie, Jill-Jênn, Wassermann, Demian, Mensch, Arthur, Caucheteux, Charlotte, Haverkamp, Christian, Lemaitre, Guillaume, Bosari, Silvano, Krantz, Ian D, South, Andrew, Cai, Tianxi, Kohane, Isaac S

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

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