Joining forces for pathology diagnostics with AI assistance: The EMPAIA initiative
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
Published in Journal of pathology informatics (01.12.2024)
Published in Journal of pathology informatics (01.12.2024)
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Journal Article
Curious Containers: A framework for computational reproducibility in life sciences with support for Deep Learning applications
Jansen, Christoph, Annuscheit, Jonas, Schilling, Bruno, Strohmenger, Klaus, Witt, Michael, Bartusch, Felix, Herta, Christian, Hufnagl, Peter, Krefting, Dagmar
Published in Future generation computer systems (01.11.2020)
Published in Future generation computer systems (01.11.2020)
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Journal Article
Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology
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, Vafaei Sadr, Alireza, Kraft, Matthias, Krüger, Daniel, Fick, Rutger, Lang, Tobias, Boor, Peter, Müller, Heimo, Hufnagl, Peter, Zerbe, Norman
Published in Modern pathology (01.12.2022)
Published in Modern pathology (01.12.2022)
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Journal Article
The vendor-agnostic EMPAIA platform for integrating AI applications into digital pathology infrastructures
Jansen, Christoph, Lindequist, Björn, Strohmenger, Klaus, Romberg, Daniel, Küster, Tobias, Weiss, Nick, Franz, Michael, Schwen, Lars Ole, Evans, Theodore, Homeyer, André, Zerbe, Norman
Published in Future generation computer systems (01.03.2023)
Published in Future generation computer systems (01.03.2023)
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Journal Article
EMPAIA App Interface: An open and vendor-neutral interface for AI applications in pathology
Romberg, Daniel, Strohmenger, Klaus, Jansen, Christoph, Küster, Tobias, Weiss, Nick, Geißler, Christian, Sołtysiński, Tomasz, Takla, Michael, Hufnagl, Peter, Zerbe, Norman, Homeyer, André
Published in Computer methods and programs in biomedicine (01.03.2022)
Published in Computer methods and programs in biomedicine (01.03.2022)
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Journal Article
Publisher Correction to: Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology
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, Vafaei Sadr, Alireza, Kraft, Matthias, Krüger, Daniel, Fick, Rutger, Lang, Tobias, Boor, Peter, Müller, Heimo, Hufnagl, Peter, Zerbe, Norman
Published in Modern pathology (01.12.2022)
Published in Modern pathology (01.12.2022)
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Journal Article
DP: A LIGHTWEIGHT LIBRARY FOR TEACHING DIFFERENTIABLEPROGRAMMING
Herta, Christian, Strohmenger, Klaus, Fischer, Oliver, Oktay, Diyar
Published in Applied Aspects of Information Technology (24.12.2019)
Published in Applied Aspects of Information Technology (24.12.2019)
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Journal Article
The EMPAIA Platform: Vendor-neutral integration of AI applications into digital pathology infrastructures
Jansen, Christoph, Strohmenger, Klaus, Romberg, Daniel, Kuster, Tobias, Weiss, Nick, Lindequist, Bjorn, Franz, Michael, Homeyer, Andre, Zerbe, Norman
Published in 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (01.05.2022)
Published in 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (01.05.2022)
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Conference Proceeding
Joining Forces for Pathology Diagnostics with AI Assistance: The EMPAIA Initiative
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
Published in arXiv.org (16.04.2024)
Published in arXiv.org (16.04.2024)
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Paper
Journal Article
Reproducibility and Performance of Deep Learning Applications for Cancer Detection in Pathological Images
Jansen, Christoph, Schilling, Bruno, Strohmenger, Klaus, Witt, Michael, Annuscheit, Jonas, Krefting, Dagmar
Published in 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID) (01.05.2019)
Published in 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID) (01.05.2019)
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Conference Proceeding
Recommendations on test datasets for evaluating AI solutions in pathology
Homeyer, André, Geißler, Christian, Schwen, Lars Ole, Zakrzewski, Falk, Evans, Theodore, Strohmenger, Klaus, Westphal, Max, Bülow, Roman David, Kargl, Michaela, Aray Karjauv, Munné-Bertran, Isidre, Retzlaff, Carl Orge, Romero-López, Adrià, Sołtysiński, Tomasz, Plass, Markus, Carvalho, Rita, Steinbach, Peter, Yu-Chia, Lan, Bouteldja, Nassim, Haber, David, Rojas-Carulla, Mateo, Alireza Vafaei Sadr, Kraft, Matthias, Krüger, Daniel, Fick, Rutger, Lang, Tobias, Boor, Peter, Müller, Heimo, Hufnagl, Peter, Zerbe, Norman
Published in arXiv.org (21.04.2022)
Published in arXiv.org (21.04.2022)
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Paper
Journal Article