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Kaissis, Georgios A
258  Ergebnisse:
Personensuche X
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1

Methodenetablierung zur nichtinvasiven Detektion von hyperp..:

Gebrekidan, Selamawit Lia , 2024
Link: https://nbn-resolving.or..
 
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2

Extended Graph Assessment Metrics for Regression and Weight..:

, In: Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology; Lecture Notes in Computer Science,
Mueller, Tamara T. ; Starck, Sophie ; Feiner, Leonhard F.... - p. 14-26 , 2024
Link: https://doi.org/10.1007/..
 
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3

Weakly Supervised Object Detection in Chest X-Rays with Dif..:

Müller, Philip ; Meissen, Felix ; Kaissis, Georgios.
IEEE Transactions on Medical Imaging.  , 2024
Link: https://doi.org/10.1109/..
 
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4

Encrypted federated learning for secure decentralized colla..:

Truhn, Daniel ; Tayebi Arasteh, Soroosh ; Saldanha, Oliver Lester...
Medical Image Analysis.  92 (2024)  - p. 103059 , 2024
Link: https://doi.org/10.1016/..
 
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5

Federated learning is not a cure-all for data ethics:

Bak, Marieke ; Madai, Vince I. ; Celi, Leo Anthony...
Nature Machine Intelligence.  6 (2024)  4 - p. 370-372 , 2024
Link: https://doi.org/10.1038/..
 
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6

Reconciling privacy and accuracy in AI for medical imaging:

Ziller, Alexander ; Mueller, Tamara T. ; Stieger, Simon...
Nature Machine Intelligence.  6 (2024)  7 - p. 764-774 , 2024
Link: https://doi.org/10.1038/..
 
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7

Differentially Private Guarantees for Analytics and Machine..:

Mueller, Tamara T. ; Usynin, Dmitrii ; Paetzold, Johannes C....
Journal of Privacy and Confidentiality.  14 (2024)  1 - p. , 2024
Link: https://doi.org/10.29012..
 
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8

Incentivising the federation: gradient-based metrics for da..:

, In: European Interdisciplinary Cybersecurity Conference,
Usynin, Dmitrii ; Rueckert, Daniel ; Kaissis, Georgios - p. 179-185 , 2024
Link: https://dl.acm.org/doi/1..
 
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9

Evaluation and mitigation of the limitations of large langu..:

Hager, Paul ; Jungmann, Friederike ; Holland, Robbie...
Nature Medicine.  , 2024
Link: https://doi.org/10.1038/..
 
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10

Development of an image-based Random Forest classifier for ..:

Lippenberger, Florian ; Ziegelmayer, Sebastian ; Berlet, Maximilian...
International Journal of Colorectal Disease.  39 (2024)  1 - p. , 2024
Link: https://doi.org/10.1007/..
 
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11

Unsupervised Pathology Detection: A Deep Dive Into the Stat..:

Lagogiannis, Ioannis ; Meissen, Felix ; Kaissis, Georgios.
IEEE Transactions on Medical Imaging.  43 (2024)  1 - p. 241-252 , 2024
Link: https://doi.org/10.1109/..
 
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12

(Predictable) performance bias in unsupervised anomaly dete..:

Meissen, Felix ; Breuer, Svenja ; Knolle, Moritz...
eBioMedicine.  101 (2024)  - p. 105002 , 2024
Link: https://doi.org/10.1016/..
 
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13

Preserving fairness and diagnostic accuracy in private larg..:

Tayebi Arasteh, Soroosh ; Ziller, Alexander ; Kuhl, Christiane...
Communications Medicine.  4 (2024)  1 - p. , 2024
Link: https://doi.org/10.1038/..
 
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14

Utility-preserving Federated Learning:

, In: Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security,
Nasirigerdeh, Reza ; Rueckert, Daniel ; Kaissis, Georgios - p. 55-65 , 2023
Link: https://dl.acm.org/doi/1..
 
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15

Computed high-b-value high-resolution DWI improves solid le..:

Harder, Felix N. ; Jung, Eva ; Weiss, Kilian...
European Radiology.  33 (2023)  10 - p. 6892-6901 , 2023
Link: https://doi.org/10.1007/..
 
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