Georgios A Kaissis (Georgios Kaissis, Georg Kaissis)

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Convolutional Neural Network

Computed Tomography

Respiratory Syndrome Coronavirus

Top Venues

Journal of clinical medicine

Nature medicine

NPJ digital medicine

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

Publications

Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Kuhl, Marcus R Makowski, Sven Nebelung, Rickmer F Braren, Daniel Ruckert, Daniel Truhn, Georgios A Kaissis
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging. Communications medicine 4 (1) (2024)
Paul Hager, Friederike Jungmann, Robbie Holland, Kunal Bhagat, Inga Hubrecht, Manuel M Knauer, Jakob Vielhauer, Marcus R Makowski, Rickmer F Braren, Georgios A Kaissis, Daniel Rueckert
Evaluation and mitigation of the limitations of large language models in clinical decision-making. Nature medicine (2024)
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Kuhl, Marcus R Makowski, Sven Nebelung, Rickmer F Braren, Daniel Ruckert, Daniel Truhn, Georgios A Kaissis
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging. Communications medicine 4 (1) (2024)
Paul Hager, Friederike Jungmann, Robbie Holland, Kunal Bhagat, Inga Hubrecht, Manuel M Knauer, Jakob Vielhauer, Marcus R Makowski, Rickmer F Braren, Georgios A Kaissis, Daniel Rueckert
Evaluation and mitigation of the limitations of large language models in clinical decision-making. Nature medicine (2024)
Ninelia Minaskan Karabid, Tobias Wiedemann, Sebastian Gulde, Hermine Mohr, Renu Chandra Segaran, Julia Geppert, Maria Rohm, Giovanni Vitale, Germano Gaudenzi, Alessandra Dicitore, Donna Pauler Ankerst, Yiyao Chen, Rickmer Braren, Georgios A Kaissis, Franz Schilling, Mathias Schillmaier, Graeme Eisenhofer, Stephan Herzig, Federico Roncaroli, Jürgen B Honegger, Natalia S Pellegata
Angpt2/Tie2 autostimulatory loop controls tumorigenesis. EMBO molecular medicine 14 (5) (2022)
Qi Dou, Tiffany Y So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios A Kaissis, Zeju Li, Weixin Si, Heather H C Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Ruckert, Ben Glocker, Simon C H Yu, Pheng Ann Heng
Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. NPJ digital medicine 5 (1) (2022)
Alexander Ziller, Tamara T Mueller, Rickmer F Braren, Daniel Ruckert, Georgios A Kaissis
Privacy: An Axiomatic Approach. Entropy (Basel, Switzerland) 24 (5) (2022)
Friederike Jungmann, Georgios A Kaissis, Sebastian Ziegelmayer, Felix N Harder, Clara Schilling, Hsi-Yu Yen, Katja Steiger, Wilko Weichert, Rebekka Schirren, Ishan Ekin Demir, Helmut Friess, Markus R Makowski, Rickmer F Braren, Fabian K Lohöfer
Prediction of Tumor Cellularity in Resectable PDAC from Preoperative Computed Tomography Imaging. Cancers 13 (9) (2021)
Jonas Scherer, Marco Nolden, Jens Kleesiek, Jasmin Metzger, Klaus Kades, Verena Schneider, Michael Bach, Oliver Sedlaczek, Andreas Michael Bucher, Thomas J Vogl, Frank Grünwald, Jens-Peter Kühn, Ralf-Thorsten Hoffmann, Jörg Kotzerke, Oliver Bethge, Lars Schimmöller, Gerald Antoch, Hans-Wilhelm Müller, Andreas Daul, Konstantin Nikolaou, Christian Peter la Fougère, Wolfgang G Kunz, Michael Ingrish, Balthasar Maria Schachtner, Jens Ricke, Peter Bartenstein, Felix Nensa, Alexander Radbruch, Lale Umutlu, Michael Forsting, Robert Seifert, Ken Herrmann, Philipp Mayer, Hans-Ulrich Kauczor, Tobias Penzkofer, Bernd Hamm, Winfried Brenner, Roman Klöckner, Christoph Düber, Mathias Schreckenberger, Rickmer Braren, Georgios A Kaissis, Marcus Makowski, Matthias Eiber, Andrei Gafita, Rupert Trager, Wolfgang A Weber, Jakob Neubauer, Marco Reisert, Michael Bock, Fabian Bamberg, Juergen Hennig, Philipp Tobias Meyer, Juri Ruf, Uwe Haberkorn, Stefan O Schoenberg, Tristan Anselm Kuder, Peter F Neher, Ralf O Floca, Heinz-Peter Schlemmer, Klaus H Maier-Hein
Joint Imaging Platform for Federated Clinical Data Analytics. JCO clinical cancer informatics 4 (2021)
Qi Dou, Tiffany Y So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios A Kaissis, Zeju Li, Weixin Si, Heather H C Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Ruckert, Ben Glocker, Simon C H Yu, Pheng Ann Heng
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. NPJ digital medicine 4 (1) (2021)
Moritz Knolle, Georgios A Kaissis, Friederike Jungmann, Sebastian Ziegelmayer, Daniel Sasse, Marcus Makowski, Daniel Ruckert, Rickmer F Braren
Efficient, high-performance semantic segmentation using multi-scale feature extraction. PloS one 16 (8) (2021)
Georgios A Kaissis, Friederike Jungmann, Sebastian Ziegelmayer, Fabian K Lohöfer, Felix N Harder, Anna Melissa Schlitter, Alexander Muckenhuber, Katja Steiger, Rebekka Schirren, Helmut Friess, Roland Schmid, Wilko Weichert, Marcus R Makowski, Rickmer F Braren
Multiparametric Modelling of Survival in Pancreatic Ductal Adenocarcinoma Using Clinical, Histomorphological, Genetic and Image-Derived Parameters. Journal of clinical medicine 9 (5) (2020)
Sebastian Ziegelmayer, Georgios A Kaissis, Felix N Harder, Friederike Jungmann, Tamara Müller, Marcus Makowski, Rickmer Braren
Deep Convolutional Neural Network-Assisted Feature Extraction for Diagnostic Discrimination and Feature Visualization in Pancreatic Ductal Adenocarcinoma (PDAC) versus Autoimmune Pancreatitis (AIP). Journal of clinical medicine 9 (12) (2020)
Georgios A Kaissis, Sebastian Ziegelmayer, Fabian K Lohöfer, Felix N Harder, Friederike Jungmann, Daniel Sasse, Alexander Muckenhuber, Hsi-Yu Yen, Katja Steiger, Jens Thomas Siveke, Helmut Friess, Roland Schmid, Wilko Weichert, Marcus R Makowski, Rickmer F Braren
Image-Based Molecular Phenotyping of Pancreatic Ductal Adenocarcinoma. Journal of clinical medicine 9 (3) (2020)
Egon Burian, Friederike Jungmann, Georgios A Kaissis, Fabian K Lohöfer, Christoph D Spinner, Tobias Lahmer, Matthias Treiber, Michael Dommasch, Gerhard Schneider, Fabian Geisler, Wolfgang Huber, Ulrike Protzer, Roland M Schmid, Markus Schwaiger, Marcus R Makowski, Rickmer F Braren
Intensive Care Risk Estimation in COVID-19 Pneumonia Based on Clinical and Imaging Parameters: Experiences from the Munich Cohort. Journal of clinical medicine 9 (5) (2020)
Georgios A Kaissis, Sebastian Ziegelmayer, Fabian Lohöfer, Katja Steiger, Hana Algül, Alexander Muckenhuber, Hsi-Yu Yen, Ernst Rummeny, Helmut Friess, Roland Schmid, Wilko Weichert, Jens T Siveke, Rickmer Braren
A machine learning algorithm predicts molecular subtypes in pancreatic ductal adenocarcinoma with differential response to gemcitabine-based versus FOLFIRINOX chemotherapy. PloS one 14 (10) (2019)
Georgios A Kaissis, Fabian K Lohöfer, Sebastian Ziegelmayer, Julia Danner, Carsten Jäger, Rebekka Schirren, Donna Ankerst, Güralp O Ceyhan, Helmut Friess, Ernst J Rummeny, Wilko Weichert, Rickmer F Braren
Borderline-resectable pancreatic adenocarcinoma: Contour irregularity of the venous confluence in pre-operative computed tomography predicts histopathological infiltration. PloS one 14 (1) (2019)
Fabian K Lohöfer, Georgios A Kaissis, Christina Müller-Leisse, Daniela Junker, Christoph Katemann, Andreas Hock, Johannes M Peeters, Ernst J Rummeny, Dimitrios Karampinos, Rickmer F Braren
Acceleration of chemical shift encoding-based water fat MRI for liver proton density fat fraction and T2* mapping using compressed sensing. PloS one 14 (11) (2019)