Henning Muller (Henning Müller)

Scopus Author ID Loop profile ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 59

Top Venues

Nature methods

Scientific data

Insights into imaging

Radiology

HES-SO

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

Affiliation History

HES-SO Sep 01 2007

Switzerland

Professor :: Information Systems

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)
Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Sven Koitka, Obioma Pelka, Asma Ben Abacha, Alba G Seco de Herrera, Henning Muller, Peter A Horn, Felix Nensa, Christoph M Friedrich
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset. Scientific data 11 (1) (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)
Burak Koçak, Tugba Akinci D'Antonoli, Nathaniel D Mercaldo, Ángel Alberich-Bayarri, Bettina Baeßler, Ilaria Ambrosini, Anna E Andreychenko, Spyridon Bakas, Regina G H Beets-Tan, Keno Kyrill Bressem, Irène Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L Chepelev, Linda Chi Hang Chu, Aydin Demircioğlu, Nandita M deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andriy Y Fedorov, Laure S Fournier, Valentina Giannini, Rossano Girometti, Kevin B W Groot Lipman, Georgios Kalarakis, Brendan S Kelly, Michail E Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Martí-Bonmatí, Henning Muller, Nancy A Obuchowski, Fanny Orlhac, Nickolas Papanikolaou, Ekaterina Petrash, Elisabeth A G Pfaehler, Daniel Pinto Dos Santos, Andrea Ponsiglione, Sebastia' Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V van Dijk, Joost J M van Griethuysen, Robbert Willem van Hamersvelt, Peter M A van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alexander Zwanenburg, Renato Cuocolo
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII. Insights into imaging 15 (1) (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)
Burak Koçak, Tugba Akinci D'Antonoli, Nathaniel D Mercaldo, Ángel Alberich-Bayarri, Bettina Baeßler, Ilaria Ambrosini, Anna E Andreychenko, Spyridon Bakas, Regina G H Beets-Tan, Keno Kyrill Bressem, Irène Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L Chepelev, Linda Chi Hang Chu, Aydin Demircioğlu, Nandita M deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andriy Y Fedorov, Laure S Fournier, Valentina Giannini, Rossano Girometti, Kevin B W Groot Lipman, Georgios Kalarakis, Brendan S Kelly, Michail E Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Martí-Bonmatí, Henning Muller, Nancy A Obuchowski, Fanny Orlhac, Nickolas Papanikolaou, Ekaterina Petrash, Elisabeth A G Pfaehler, Daniel Pinto Dos Santos, Andrea Ponsiglione, Sebastia' Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V van Dijk, Joost J M van Griethuysen, Robbert Willem van Hamersvelt, Peter M A van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alexander Zwanenburg, Renato Cuocolo
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII. Insights into imaging 15 (1) (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)
Philip Whybra, Alexander Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte, Alexandre Ayotte, Bhakti Baheti, Spyridon Bakas, Andrea Bettinelli, Ronald Boellaard, Luca Boldrini, Irène Buvat, Gary J R Cook, Florian Dietsche, Nicola Dinapoli, Hubert Szymon Gabryś, Vicky J Goh, Matthias Guckenberger, Mathieu Hatt, Mahdi Hosseinzadeh, Aditi Iyer, Jacopo Lenkowicz, Mahdi A L Loutfi, Steffen Loeck, Francesca Marturano, Olivier Morin, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Arman Rahmim, Seyed Masoud Rezaeijo, Christopher G Rookyard, Mohammadreza Salmapour, Andreas Schindele, Isaac Shiri, Emiliano Spezi, Stephanie Tanadini-Lang, Florent Tixier, Taman Upadhaya, Vincenzo Valentini, Joost J M van Griethuysen, Fereshteh Yousefirizi, Habib Zaidi, Henning Muller, Martin Vallières, Adrien Depeursinge
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights. Radiology 310 (2) (2024)
Philip Whybra, Alexander Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte, Alexandre Ayotte, Bhakti Baheti, Spyridon Bakas, Andrea Bettinelli, Ronald Boellaard, Luca Boldrini, Irène Buvat, Gary J R Cook, Florian Dietsche, Nicola Dinapoli, Hubert Szymon Gabryś, Vicky J Goh, Matthias Guckenberger, Mathieu Hatt, Mahdi Hosseinzadeh, Aditi Iyer, Jacopo Lenkowicz, Mahdi A L Loutfi, Steffen Loeck, Francesca Marturano, Olivier Morin, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Arman Rahmim, Seyed Masoud Rezaeijo, Christopher G Rookyard, Mohammadreza Salmapour, Andreas Schindele, Isaac Shiri, Emiliano Spezi, Stephanie Tanadini-Lang, Florent Tixier, Taman Upadhaya, Vincenzo Valentini, Joost J M van Griethuysen, Fereshteh Yousefirizi, Habib Zaidi, Henning Muller, Martin Vallières, Adrien Depeursinge
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights. Radiology 310 (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)
Philip Whybra, Alexander Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte, Alexandre Ayotte, Bhakti Baheti, Spyridon Bakas, Andrea Bettinelli, Ronald Boellaard, Luca Boldrini, Irène Buvat, Gary J R Cook, Florian Dietsche, Nicola Dinapoli, Hubert Szymon Gabryś, Vicky J Goh, Matthias Guckenberger, Mathieu Hatt, Mahdi Hosseinzadeh, Aditi Iyer, Jacopo Lenkowicz, Mahdi A L Loutfi, Steffen Loeck, Francesca Marturano, Olivier Morin, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Arman Rahmim, Seyed Masoud Rezaeijo, Christopher G Rookyard, Mohammadreza Salmapour, Andreas Schindele, Isaac Shiri, Emiliano Spezi, Stephanie Tanadini-Lang, Florent Tixier, Taman Upadhaya, Vincenzo Valentini, Joost J M van Griethuysen, Fereshteh Yousefirizi, Habib Zaidi, Henning Muller, Martin Vallières, Adrien Depeursinge
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights. Radiology 310 (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)
Daniel Reichenpfader, Henning Muller, Kerstin Denecke
A scoping review of large language model based approaches for information extraction from radiology reports. NPJ digital medicine 7 (1) (2024)
Anastasiia Rozhyna, Gábor Márk Somfai, Manfredo Atzori, Delia Cabrera DeBuc, Amr Saad, Jay Zoellin, Henning Muller
Exploring Publicly Accessible Optical Coherence Tomography Datasets: A Comprehensive Overview. Diagnostics (Basel, Switzerland) 14 (15) (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)
Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Sven Koitka, Obioma Pelka, Asma Ben Abacha, Alba G Seco de Herrera, Henning Muller, Peter A Horn, Felix Nensa, Christoph M Friedrich
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset. Scientific data 11 (1) (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)
Philip Whybra, Alexander Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte, Alexandre Ayotte, Bhakti Baheti, Spyridon Bakas, Andrea Bettinelli, Ronald Boellaard, Luca Boldrini, Irène Buvat, Gary J R Cook, Florian Dietsche, Nicola Dinapoli, Hubert Szymon Gabryś, Vicky J Goh, Matthias Guckenberger, Mathieu Hatt, Mahdi Hosseinzadeh, Aditi Iyer, Jacopo Lenkowicz, Mahdi A L Loutfi, Steffen Loeck, Francesca Marturano, Olivier Morin, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Arman Rahmim, Seyed Masoud Rezaeijo, Christopher G Rookyard, Mohammadreza Salmapour, Andreas Schindele, Isaac Shiri, Emiliano Spezi, Stephanie Tanadini-Lang, Florent Tixier, Taman Upadhaya, Vincenzo Valentini, Joost J M van Griethuysen, Fereshteh Yousefirizi, Habib Zaidi, Henning Muller, Martin Vallières, Adrien Depeursinge
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights. Radiology 310 (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)
Daniel Reichenpfader, Henning Muller, Kerstin Denecke
A scoping review of large language model based approaches for information extraction from radiology reports. NPJ digital medicine 7 (1) (2024)
Anastasiia Rozhyna, Gábor Márk Somfai, Manfredo Atzori, Delia Cabrera DeBuc, Amr Saad, Jay Zoellin, Henning Muller
Exploring Publicly Accessible Optical Coherence Tomography Datasets: A Comprehensive Overview. Diagnostics (Basel, Switzerland) 14 (15) (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)
Burak Koçak, Tugba Akinci D'Antonoli, Nathaniel D Mercaldo, Ángel Alberich-Bayarri, Bettina Baeßler, Ilaria Ambrosini, Anna E Andreychenko, Spyridon Bakas, Regina G H Beets-Tan, Keno Kyrill Bressem, Irène Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L Chepelev, Linda Chi Hang Chu, Aydin Demircioğlu, Nandita M deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andriy Y Fedorov, Laure S Fournier, Valentina Giannini, Rossano Girometti, Kevin B W Groot Lipman, Georgios Kalarakis, Brendan S Kelly, Michail E Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Martí-Bonmatí, Henning Muller, Nancy A Obuchowski, Fanny Orlhac, Nickolas Papanikolaou, Ekaterina Petrash, Elisabeth A G Pfaehler, Daniel Pinto Dos Santos, Andrea Ponsiglione, Sebastia' Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V van Dijk, Joost J M van Griethuysen, Robbert Willem van Hamersvelt, Peter M A van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alexander Zwanenburg, Renato Cuocolo
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII. Insights into imaging 15 (1) (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)
Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Sven Koitka, Obioma Pelka, Asma Ben Abacha, Alba G Seco de Herrera, Henning Muller, Peter A Horn, Felix Nensa, Christoph M Friedrich
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset. Scientific data 11 (1) (2024)
Burak Koçak, Tugba Akinci D'Antonoli, Nathaniel D Mercaldo, Ángel Alberich-Bayarri, Bettina Baeßler, Ilaria Ambrosini, Anna E Andreychenko, Spyridon Bakas, Regina G H Beets-Tan, Keno Kyrill Bressem, Irène Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L Chepelev, Linda Chi Hang Chu, Aydin Demircioğlu, Nandita M deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andriy Y Fedorov, Laure S Fournier, Valentina Giannini, Rossano Girometti, Kevin B W Groot Lipman, Georgios Kalarakis, Brendan S Kelly, Michail E Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Martí-Bonmatí, Henning Muller, Nancy A Obuchowski, Fanny Orlhac, Nickolas Papanikolaou, Ekaterina Petrash, Elisabeth A G Pfaehler, Daniel Pinto Dos Santos, Andrea Ponsiglione, Sebastia' Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V van Dijk, Joost J M van Griethuysen, Robbert Willem van Hamersvelt, Peter M A van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alexander Zwanenburg, Renato Cuocolo
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII. Insights into imaging 15 (1) (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)
Daniel Reichenpfader, Henning Muller, Kerstin Denecke
Large language model-based information extraction from free-text radiology reports: a scoping review protocol. BMJ open 13 (12) (2023)
Burak Koçak, Bettina Baeßler, Spyridon Bakas, Renato Cuocolo, Andriy Y Fedorov, Lena Maier-Hein, Nathaniel D Mercaldo, Henning Muller, Fanny Orlhac, Daniel Pinto Dos Santos, Arnaldo Stanzione, Lorenzo Ugga, Alexander Zwanenburg
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII. Insights into imaging 14 (1) (2023)
Mario Martínez-Zarzuela, Javier González-Alonso, Míriam Antón-Rodríguez, Francisco Javier Díaz-Pernas, Henning Muller, Cristina Simón-Martínez
Multimodal video and IMU kinematic dataset on daily life activities using affordable devices. Scientific data 10 (1) (2023)
Burak Koçak, Bettina Baeßler, Spyridon Bakas, Renato Cuocolo, Andriy Y Fedorov, Lena Maier-Hein, Nathaniel D Mercaldo, Henning Muller, Fanny Orlhac, Daniel Pinto Dos Santos, Arnaldo Stanzione, Lorenzo Ugga, Alexander Zwanenburg
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII. Insights into imaging 14 (1) (2023)
Burak Koçak, Bettina Baeßler, Spyridon Bakas, Renato Cuocolo, Andriy Y Fedorov, Lena Maier-Hein, Nathaniel D Mercaldo, Henning Muller, Fanny Orlhac, Daniel Pinto Dos Santos, Arnaldo Stanzione, Lorenzo Ugga, Alexander Zwanenburg
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII. Insights into imaging 14 (1) (2023)
Burak Koçak, Bettina Baeßler, Spyridon Bakas, Renato Cuocolo, Andriy Y Fedorov, Lena Maier-Hein, Nathaniel D Mercaldo, Henning Muller, Fanny Orlhac, Daniel Pinto Dos Santos, Arnaldo Stanzione, Lorenzo Ugga, Alexander Zwanenburg
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII. Insights into imaging 14 (1) (2023)
Niccolò Marini, Stefano Marchesin, Sebastian Otálora, Marek Wodzinski, Alessandro Caputo, Mart van Rijthoven, Witali Aswolinskiy, John-Melle Bokhorst, Damian Podareanu, Edyta Petters, Svetla Boytcheva, Genziana Buttafuoco, Simona Vatrano, Filippo Fraggetta, Jeroen van der Laak, Maristella Agosti, Francesco Ciompi, Gianmaria Silvello, Henning Muller, Manfredo Atzori
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations. NPJ digital medicine 5 (1) (2022)
Shruti Atul Mali, Abdalla Ibrahim, Henry C Woodruff, Vincent Andrearczyk, Henning Muller, Sergey Primakov, Zohaib Salahuddin, Avishek Chatterjee, Philippe Lambin
Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods. Journal of personalized medicine 11 (9) (2021)
Giulio Marano, Cristina Brambilla, Robert Mihai Mira, Alessandro Scano, Henning Muller, Manfredo Atzori
Questioning Domain Adaptation in Myoelectric Hand Prostheses Control: An Inter- and Intra-Subject Study. Sensors (Basel, Switzerland) 21 (22) (2021)
Alexander Zwanenburg, Martin Vallières, Mahmoud A Abdalah, Hugo J W L Aerts, Vincent Andrearczyk, Aditya P Apte, Saeed Ashrafinia, Spyridon Bakas, Roelof J Beukinga, Ronald Boellaard, Marta Bogowicz, Luca Boldrini, Irène Buvat, Gary J R Cook, Christos Davatzikos, Adrien Depeursinge, Marie-Charlotte Desseroit, Nicola Dinapoli, Cuong Viet Dinh, Sebastian Echegaray, Issam El Naqa, Andriy Y Fedorov, Roberto Gatta, Robert James Gillies, Vicky J Goh, Michael Götz, Matthias Guckenberger, Sung Min Ha, Mathieu Hatt, Fabian Isensee, Philippe Lambin, Stefan Leger, Ralph T H Leijenaar, Jacopo Lenkowicz, Fiona Lippert, Are Losnegård, Klaus H Maier-Hein, Olivier Morin, Henning Muller, Sandy Napel, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Elisabeth A G Pfaehler, Xinchi Hou, Arvind U K Rao, Jonas Scherer, Muhammad Musib Siddique, Nanna M Sijtsema, Jairo Socarras Fernandez, Emiliano Spezi, Roel J H M Steenbakkers, Stephanie Tanadini-Lang, Daniela Thorwarth, Esther G C Troost, Taman Upadhaya, Vincenzo Valentini, Lisanne V van Dijk, Joost J M van Griethuysen, Floris H P van Velden, Philip Whybra, Christian Richter, Steffen Loeck
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping. Radiology 295 (2) (2020)
Una Pale, Manfredo Atzori, Henning Muller, Alessandro Scano
Variability of Muscle Synergies in Hand Grasps: Analysis of Intra- and Inter-Session Data. Sensors (Basel, Switzerland) 20 (15) (2020)
Néstor J Jarque-Bou, Manfredo Atzori, Henning Muller
A large calibrated database of hand movements and grasps kinematics. Scientific data 7 (1) (2020)
Sebastian Röhrich, Johannes Hofmanninger, Florian Prayer, Henning Muller, Helmut Prosch, Georg Langs
Prospects and Challenges of Radiomics by Using Nononcologic Routine Chest CT. Radiology. Cardiothoracic imaging 2 (4) (2020)
Matteo Cognolato, Arjan Gijsberts, Valentina Gregori, Gianluca Saetta, Katia Giacomino, Anne-Gabrielle Mittaz Hager, Andrea Gigli, Diego Faccio, Cesare Tiengo, Franco Bassetto, Barbara Caputo, Peter Brugger, Manfredo Atzori, Henning Muller
Gaze, visual, myoelectric, and inertial data of grasps for intelligent prosthetics. Scientific data 7 (1) (2020)
Matteo Cognolato, Arjan Gijsberts, Valentina Gregori, Gianluca Saetta, Katia Giacomino, Anne-Gabrielle Mittaz Hager, Andrea Gigli, Diego Faccio, Cesare Tiengo, Franco Bassetto, Barbara Caputo, Peter Brugger, Manfredo Atzori, Henning Muller
Publisher Correction: Gaze, visual, myoelectric, and inertial data of grasps for intelligent prosthetics. Scientific data 7 (1) (2020)
Gianluca Saetta, Matteo Cognolato, Manfredo Atzori, Diego Faccio, Katia Giacomino, Anne-Gabrielle Mittaz Hager, Cesare Tiengo, Franco Bassetto, Henning Muller, Peter Brugger
Gaze, behavioral, and clinical data for phantom limbs after hand amputation from 15 amputees and 29 controls. Scientific data 7 (1) (2020)
Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P Bradley, Aaron Carass, Carolin Feldmann, Alejandro F Frangi, Peter M Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A Landman, Keno März, Oskar Maier, Klaus Maier-Hein, Bjoern H Menze, Henning Muller, Peter F Neher, Wiro Niessen, Nasir Rajpoot, Gregory C Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider
Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care. Nature communications 10 (1) (2019)
Néstor J Jarque-Bou, Alessandro Scano, Manfredo Atzori, Henning Muller
Kinematic synergies of hand grasps: a comprehensive study on a large publicly available dataset. Journal of neuroengineering and rehabilitation 16 (1) (2019)
Dmitry Cherezov, Dmitry B Goldgof, Lawrence O Hall, Robert James Gillies, Matthew B Schabath, Henning Muller, Adrien Depeursinge
Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness. Scientific reports 9 (1) (2019)
Vincent Andrearczyk, Adrien Depeursinge, Henning Muller
Neural network training for cross-protocol radiomic feature standardization in computed tomography. Journal of medical imaging (Bellingham, Wash.) 6 (2) (2019)
Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P Bradley, Aaron Carass, Carolin Feldmann, Alejandro F Frangi, Peter M Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A Landman, Keno März, Oskar Maier, Klaus Maier-Hein, Bjoern H Menze, Henning Muller, Peter F Neher, Wiro Niessen, Nasir Rajpoot, Gregory C Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider
Why rankings of biomedical image analysis competitions should be interpreted with care. Nature communications 9 (1) (2018)

Henning Muller.css-eqlu8i{font-size:small;padding-left:4px;} (Henning Müller)

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Henning Muller (Henning Müller)