Gael Varoquaux (Gaël Varoquaux)

Scopus Author ID ISNI ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 32

Top Venues

Nature methods

GigaScience

eLife

Proceedings of the National Academy of Sciences of the United States of America

INRIA

This page only lists publications with an associated author ORCID identifier.

Affiliation History

INRIA Sep 01 2011

France

Senior Researcher :: Parietal

Publications

Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A Cimini, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Dominik T Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M Rafelski, Nasir M Rajpoot, Mauricio Reyes, Michael A Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Ronald M Summers, Abdel A Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Ziv Rafael Yaniv, Paul F Jaeger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. Nature methods 21 (2) (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A Riegler, Manuel Wiesenfarth, A Emre Kavur, Carole H Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B Blaschko, M Jorge Cardoso, Veronika Cheplygina, Beth A Cimini, Gary Stephen Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Robert Haase, Daniel A Hashimoto, Michael M Hoffman, Merel Huisman, Pierre Jannin, Charles E Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Dominik T Schneider, Anna Kreshuk, Tahsin Kurc, Bennett A Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L Martel, Peter Mattson, Erik Meijering, Bjoern H Menze, Karel G M Moons, Henning Muller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir M Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clara I Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A Tsaftaris, Ben Van Calster, Gael Varoquaux, Paul F Jaeger
Metrics reloaded: recommendations for image analysis validation. Nature methods 21 (2) (2024)
Darya Chyzhyk, Gael Varoquaux, Michael Peter Milham, Bertrand Thirion
How to remove or control confounds in predictive models, with applications to brain biomarkers. GigaScience 11 (2022)
Kamalaker Dadi, Gael Varoquaux, Josselin Houenou, Danilo Bzdok, Bertrand Thirion, Denis Alexander Engemann
Population modeling with machine learning can enhance measures of mental health. GigaScience 10 (10) (2022)
Alexandre Pérez, Gael Varoquaux, Marine Le Morvan, Julie Josse, Jean-Baptiste Poline
Benchmarking missing-values approaches for predictive models on health databases. GigaScience 11 (2022)
Elizabeth Levitis, Cassandra D Gould van Praag, Rémi Gau, Stephan Heunis, Elizabeth DuPre, Gregory Kiar, Katherine L Bottenhorn, Tristan Glatard, Aki Nikolaidis, Kirstie Jane Whitaker, Matteo Mancini, Guiomar Niso, Soroosh Afyouni, Eva Alonso-Ortiz, Stefan Appelhoff, Aurina Arnatkeviciute, Selim Melvin Atay, Tibor Auer, Giulia Baracchini, Johanna M M Bayer, Michael J S Beauvais, Janine Diane Bijsterbosch, Isil P Bilgin, Steffen Bollmann, Steffen Bollmann, Rotem Botvinik-Nezer, Molly G Bright, Vince D Calhoun, Xiao Chen, Sidhant Chopra, Chuan-Peng Hu, Thomas G Close, Savannah L Cookson, Richard C Craddock, Alejandro De La Vega, Benjamin De Leener, Damion V Demeter, Paola Di Maio, Erin W Dickie, Simon B Eickhoff, Oscar Esteban, Karolina Finc, Matteo Frigo, Saampras Ganesan, Melanie Ganz, Kelly G Garner, Eduardo A Garza-Villarreal, Gabriel González-Escamilla, Rohit Goswami, John D Griffiths, Tijl Grootswagers, Samuel Guay, Olivia Guest, Daniel A Handwerker, Peer Herholz, Katja Heuer, Dorien C Huijser, Vittorio Iacovella, Michael J E Joseph, Agah Karakuzu, David B Keator, Xenia Kobeleva, Manoj Kumar, Angela R Laird, Linda J Larson-Prior, Bianca Alexandra Lautarescu, Alberto Lazari, Jon Haitz Legarreta, Xue-Ying Li, Jinglei Lv, Sina Mansour L, David Meunier, Dustin Moraczewski, Tulika Nandi, Samuel A Nastase, Matthias Nau, Stephanie Noble, Martin Norgaard, Johnes Obungoloch, Robert Oostenveld, Edwina R Orchard, Ana Luísa Pinho, Russell A Poldrack, Anqi Qiu, Pradeep Reddy Raamana, Ariel Rokem, Saige E Rutherford, Malvika Sharan, Thomas B Shaw, Warda T Syeda, Meghan M Testerman, Roberto Toro, Sofie Louise Valk, Sofie Van Den Bossche, Gael Varoquaux, František Váša, Michele Veldsman, Jakub Vohryzek, Adina S Wagner, Reubs J Walsh, Tonya White, Fu-Te Wong, Xihe Xie, Chao-Gan Yan, Yu-Fang Yang, Yohan Yee, Gaston E Zanitti, Ana E Van Gulick, Eugene P Duff, Camille Maumet
Centering inclusivity in the design of online conferences-An OHBM-Open Science perspective. GigaScience 10 (8) (2022)
Jérôme Dockès, Gael Varoquaux, Jean-Baptiste Poline
Preventing dataset shift from breaking machine-learning biomarkers. GigaScience 10 (9) (2022)
Gregory Kiar, Yohan Chatelain, Pablo de Oliveira Castro, Eric Petit, Ariel Rokem, Gael Varoquaux, Bratislav Mišić, Alan C Evans, Tristan Glatard
Numerical uncertainty in analytical pipelines lead to impactful variability in brain networks. PloS one 16 (11) (2021)
Denis Alexander Engemann, Oleh Kozynets, David Sabbagh, Guillaume Lemaître, Gael Varoquaux, Franziskus Liem, Alexandre Gramfort
Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers. eLife 9 (2020)
Jérôme Dockès, Russell A Poldrack, Romain Primet, Hande Gözükan, Tal Yarkoni, Fabian Suchanek, Bertrand Thirion, Gael Varoquaux
NeuroQuery, comprehensive meta-analysis of human brain mapping. eLife 9 (2020)
Julius M Kernbach, B T Thomas Yeo, Jonathan Smallwood, Daniel S Margulies, Michel Thiebaut de Schotten, Henrik Walter, Mert R Sabuncu, Avram J Holmes, Alexandre Gramfort, Gael Varoquaux, Bertrand Thirion, Danilo Bzdok
Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants. Proceedings of the National Academy of Sciences of the United States of America 115 (48) (2018)

Gael Varoquaux.css-eqlu8i{font-size:small;padding-left:4px;} (Gaël Varoquaux)

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Gael Varoquaux (Gaël Varoquaux)