Zobrazeno 1 - 10
of 27
pro vyhledávání: '"Hellmann, Fabio"'
Autor:
Boulogne, Luuk H., Lorenz, Julian, Kienzle, Daniel, Schon, Robin, Ludwig, Katja, Lienhart, Rainer, Jegou, Simon, Li, Guang, Chen, Cong, Wang, Qi, Shi, Derik, Maniparambil, Mayug, Muller, Dominik, Mertes, Silvan, Schroter, Niklas, Hellmann, Fabio, Elia, Miriam, Dirks, Ine, Bossa, Matias Nicolas, Berenguer, Abel Diaz, Mukherjee, Tanmoy, Vandemeulebroucke, Jef, Sahli, Hichem, Deligiannis, Nikos, Gonidakis, Panagiotis, Huynh, Ngoc Dung, Razzak, Imran, Bouadjenek, Reda, Verdicchio, Mario, Borrelli, Pasquale, Aiello, Marco, Meakin, James A., Lemm, Alexander, Russ, Christoph, Ionasec, Razvan, Paragios, Nikos, van Ginneken, Bram, Dubois, Marie-Pierre Revel
Challenges drive the state-of-the-art of automated medical image analysis. The quantity of public training data that they provide can limit the performance of their solutions. Public access to the training methodology for these solutions remains abse
Externí odkaz:
http://arxiv.org/abs/2306.10484
Autor:
Müller, Dominik, Schröter, Niklas, Mertes, Silvan, Hellmann, Fabio, Elia, Miriam, Reif, Wolfgang, Bauer, Bernhard, André, Elisabeth, Kramer, Frank
COVID-19 presence classification and severity prediction via (3D) thorax computed tomography scans have become important tasks in recent times. Especially for capacity planning of intensive care units, predicting the future severity of a COVID-19 pat
Externí odkaz:
http://arxiv.org/abs/2305.08660
Autor:
Hellmann, Fabio, Mertes, Silvan, Benouis, Mohamed, Hustinx, Alexander, Hsieh, Tzung-Chien, Conati, Cristina, Krawitz, Peter, André, Elisabeth
In recent years, the increasing availability of personal data has raised concerns regarding privacy and security. One of the critical processes to address these concerns is data anonymization, which aims to protect individual privacy and prevent the
Externí odkaz:
http://arxiv.org/abs/2305.02143
Autor:
Hustinx, Alexander, Hellmann, Fabio, Sümer, Ömer, Javanmardi, Behnam, André, Elisabeth, Krawitz, Peter, Hsieh, Tzung-Chien
Publikováno v:
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Rare genetic disorders affect more than 6% of the global population. Reaching a diagnosis is challenging because rare disorders are very diverse. Many disorders have recognizable facial features that are hints for clinicians to diagnose patients. Pre
Externí odkaz:
http://arxiv.org/abs/2211.06764
Autor:
Sümer, Ömer, Hellmann, Fabio, Hustinx, Alexander, Hsieh, Tzung-Chien, André, Elisabeth, Krawitz, Peter
Computer vision-based methods have valuable use cases in precision medicine, and recognizing facial phenotypes of genetic disorders is one of them. Many genetic disorders are known to affect faces' visual appearance and geometry. Automated classifica
Externí odkaz:
http://arxiv.org/abs/2210.12705
Autor:
Boulogne, Luuk H., Lorenz, Julian, Kienzle, Daniel, Schön, Robin, Ludwig, Katja, Lienhart, Rainer, Jégou, Simon, Li, Guang, Chen, Cong, Wang, Qi, Shi, Derik, Maniparambil, Mayug, Müller, Dominik, Mertes, Silvan, Schröter, Niklas, Hellmann, Fabio, Elia, Miriam, Dirks, Ine, Bossa, Matías Nicolás, Berenguer, Abel Díaz, Mukherjee, Tanmoy, Vandemeulebroucke, Jef, Sahli, Hichem, Deligiannis, Nikos, Gonidakis, Panagiotis, Huynh, Ngoc Dung, Razzak, Imran, Bouadjenek, Reda, Verdicchio, Mario, Borrelli, Pasquale, Aiello, Marco, Meakin, James A., Lemm, Alexander, Russ, Christoph, Ionasec, Razvan, Paragios, Nikos, van Ginneken, Bram, Revel, Marie-Pierre
Publikováno v:
In Medical Image Analysis October 2024 97
Akademický článek
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Publikováno v:
Datenschutz und Datensicherheit - DuD; Jun2024, Vol. 48 Issue 6, p364-367, 4p
Autor:
Hustinx, Alexander, Hellmann, Fabio, Sümer, Ömer, Javanmardi, Behnam, André, Elisabeth, Krawitz, Peter, Hsieh, Tzung-Chien
Publikováno v:
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
Rare genetic disorders affect more than 6% of the global population. Reaching a diagnosis is challenging because rare disorders are very diverse. Many disorders have recognizable facial features that are hints for clinicians to diagnose patients. Pre
Autor:
Angelova-Toshkina, Daniela, Holzapfel, Johannes, Bette, Stefanie, Decker, Josua, Hellmann, Fabio, Traunwieser, Thomas, Huber, Simon, Schimmel, Mareike, Vollert, Kurt, Bison, Brigitte, Kroencke, Thomas, André, Elisabeth, Wieczorek, Dagmar, Gnekow, Astrid Katharina, Frühwald, Michael C., Kuhlen, Michaela
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3341::5f162636afc9426ce29826a338c6a4be
https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/98501
https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/98501