Zobrazeno 1 - 10
of 97
pro vyhledávání: '"Homeyer André"'
Autor:
Redlich, Jan-Philipp, Feuerhake, Friedrich, Weis, Joachim, Schaadt, Nadine S., Teuber-Hanselmann, Sarah, Buck, Christoph, Luttmann, Sabine, Eberle, Andrea, Nikolin, Stefan, Appenzeller, Arno, Portmann, Andreas, Homeyer, André
Publikováno v:
npj Imaging 2024
In recent years, the diagnosis of gliomas has become increasingly complex. Analysis of glioma histopathology images using artificial intelligence (AI) offers new opportunities to support diagnosis and outcome prediction. To give an overview of the cu
Externí odkaz:
http://arxiv.org/abs/2401.15022
Autor:
Zerbe, Norman, Schwen, Lars Ole, Geißler, Christian, Wiesemann, Katja, Bisson, Tom, Boor, Peter, Carvalho, Rita, Franz, Michael, Jansen, Christoph, Kiehl, Tim-Rasmus, Lindequist, Björn, Pohlan, Nora Charlotte, Schmell, Sarah, Strohmenger, Klaus, Zakrzewski, Falk, Plass, Markus, Takla, Michael, Küster, Tobias, Homeyer, André, Hufnagl, Peter
Publikováno v:
Journal of Pathology Informatics 2024
Over the past decade, artificial intelligence (AI) methods in pathology have advanced substantially. However, integration into routine clinical practice has been slow due to numerous challenges, including technical and regulatory hurdles in translati
Externí odkaz:
http://arxiv.org/abs/2401.09450
Pathology laboratories are increasingly using digital workflows. This has the potential of increasing lab efficiency, but the digitization process also involves major challenges. Several reports have been published describing the individual experienc
Externí odkaz:
http://arxiv.org/abs/2306.03619
Autor:
Schacherer, Daniela P., Herrmann, Markus D., Clunie, David A., Höfener, Henning, Clifford, William, Longabaugh, William J. R., Pieper, Steve, Kikinis, Ron, Fedorov, Andrey, Homeyer, André
Publikováno v:
Comput Methods Programs Biomed (2023)
Background and Objectives: Reproducibility is a major challenge in developing machine learning (ML)-based solutions in computational pathology (CompPath). The NCI Imaging Data Commons (IDC) provides >120 cancer image collections according to the FAIR
Externí odkaz:
http://arxiv.org/abs/2303.09354
Autor:
Homeyer, André, Geißler, Christian, Schwen, Lars Ole, Zakrzewski, Falk, Evans, Theodore, Strohmenger, Klaus, Westphal, Max, Bülow, Roman David, Kargl, Michaela, Karjauv, Aray, Munné-Bertran, Isidre, Retzlaff, Carl Orge, Romero-López, Adrià, Sołtysiński, Tomasz, Plass, Markus, Carvalho, Rita, Steinbach, Peter, Lan, Yu-Chia, Bouteldja, Nassim, Haber, David, Rojas-Carulla, Mateo, Sadr, Alireza Vafaei, Kraft, Matthias, Krüger, Daniel, Fick, Rutger, Lang, Tobias, Boor, Peter, Müller, Heimo, Hufnagl, Peter, Zerbe, Norman
Publikováno v:
Mod Pathol (2022)
Artificial intelligence (AI) solutions that automatically extract information from digital histology images have shown great promise for improving pathological diagnosis. Prior to routine use, it is important to evaluate their predictive performance
Externí odkaz:
http://arxiv.org/abs/2204.14226
Autor:
Zerbe, Norman, Schwen, Lars Ole, Geißler, Christian, Wiesemann, Katja, Bisson, Tom, Boor, Peter, Carvalho, Rita, Franz, Michael, Jansen, Christoph, Kiehl, Tim-Rasmus, Lindequist, Björn, Pohlan, Nora Charlotte, Schmell, Sarah, Strohmenger, Klaus, Zakrzewski, Falk, Plass, Markus, Takla, Michael, Küster, Tobias, Homeyer, André, Hufnagl, Peter
Publikováno v:
In Journal of Pathology Informatics December 2024 15
Publikováno v:
Informatics in Medicine Unlocked 29 (2022) 100853
Image analysis tasks in computational pathology are commonly solved using convolutional neural networks (CNNs). The selection of a suitable CNN architecture and hyperparameters is usually done through exploratory iterative optimization, which is comp
Externí odkaz:
http://arxiv.org/abs/2112.03622
Autor:
Jansen, Christoph, Lindequist, Björn, Strohmenger, Klaus, Romberg, Daniel, Küster, Tobias, Weiss, Nick, Franz, Michael, Schwen, Lars Ole, Evans, Theodore, Homeyer, André, Zerbe, Norman
Publikováno v:
In Future Generation Computer Systems March 2023 140:209-224
Autor:
Romberg, Daniel, Strohmenger, Klaus, Jansen, Christoph, Küster, Tobias, Weiss, Nick, Geißler, Christian, Sołtysiński, Tomasz, Takla, Michael, Hufnagl, Peter, Zerbe, Norman, Homeyer, André
Publikováno v:
In Computer Methods and Programs in Biomedicine March 2022 215
Publikováno v:
In Informatics in Medicine Unlocked 2022 29