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Kamnitsas, Konstantinos
111  Ergebnisse:
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1

Domain Adaptation and Representation Transfer: 5th MICCAI W.. 

Lecture Notes in Computer Science, 14293
Koch, Lisa ; Cardoso, M. Jorge ; Ferrante, Enzo... - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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2

On the Use of Mahalanobis Distance for Out-of-distribution ..:

, In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging; Lecture Notes in Computer Science,
Anthony, Harry ; Kamnitsas, Konstantinos - p. 136-146 , 2023
Link: https://doi.org/10.1007/..
 
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3

Modality Cycles with Masked Conditional Diffusion for Unsup..:

, In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops; Lecture Notes in Computer Science,
Liang, Ziyun ; Anthony, Harry ; Wagner, Felix. - p. 168-181 , 2023
Link: https://doi.org/10.1007/..
 
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4

Context Label Learning: Improving Background Class Represen..:

Li, Zeju ; Kamnitsas, Konstantinos ; Ouyang, Cheng..
IEEE Transactions on Medical Imaging.  42 (2023)  6 - p. 1885-1896 , 2023
Link: https://doi.org/10.1109/..
 
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5

Post-Deployment Adaptation with Access to Source Data via F..:

, In: Machine Learning in Medical Imaging; Lecture Notes in Computer Science,
Wagner, Felix ; Li, Zeju ; Saha, Pramit. - p. 253-263 , 2023
Link: https://doi.org/10.1007/..
 
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6

Joint Optimization of Class-Specific Training- and Test-Tim..:

Li, Zeju ; Kamnitsas, Konstantinos ; Dou, Qi..
IEEE Transactions on Medical Imaging.  42 (2023)  11 - p. 3323-3335 , 2023
Link: https://doi.org/10.1109/..
 
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7

Domain Adaptation and Representation Transfer: 4th MICCAI W.. 

Lecture Notes in Computer Science, 13542
Kamnitsas, Konstantinos ; Koch, Lisa ; Islam, Mobarakol... - 1st ed. 2022 . , 2022
Link: https://doi.org/10.1007/..
 
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8

Estimating Model Performance Under Domain Shifts with Class..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2022,
Li, Zeju ; Kamnitsas, Konstantinos ; Islam, Mobarakol.. - p. 693-703 , 2022
Link: https://doi.org/10.1007/..
 
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9

Relationship of admission blood proteomic biomarkers levels..:

Whitehouse, Daniel P. ; Monteiro, Miguel ; Czeiter, Endre...
eBioMedicine.  75 (2022)  - p. 103777 , 2022
Link: https://doi.org/10.1016/..
 
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10

Learning from Partially Overlapping Labels: Image Segmentat..:

, In: Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health; Lecture Notes in Computer Science,
Filbrandt, Gregory ; Kamnitsas, Konstantinos ; Bernstein, David.. - p. 123-132 , 2021
Link: https://doi.org/10.1007/..
 
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11

Confidence-Based Out-of-Distribution Detection: A Comparati..:

, In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis; Lecture Notes in Computer Science,
Berger, Christoph ; Paschali, Magdalini ; Glocker, Ben. - p. 122-132 , 2021
Link: https://doi.org/10.1007/..
 
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12

Domain Adaptation and Representation Transfer, and Affordab.. 

Image Processing, Computer Vision, Pattern Recognition, and Graphics, 12968
Albarqouni, Shadi ; Cardoso, M. Jorge ; Dou, Qi... - 1st ed. 2021 . , 2021
Link: https://doi.org/10.1007/..
 
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13

Distributional Gaussian Process Layers for Outlier Detectio..:

, In: Lecture Notes in Computer Science; Information Processing in Medical Imaging,
Popescu, Sebastian G. ; Sharp, David J. ; Cole, James H... - p. 415-427 , 2021
Link: https://doi.org/10.1007/..
 
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14

Transductive Image Segmentation: Self-training and Effect o..:

, In: Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health; Lecture Notes in Computer Science,
Kamnitsas, Konstantinos ; Winzeck, Stefan ; Kornaropoulos, Evgenios N.... - p. 79-89 , 2021
Link: https://doi.org/10.1007/..
 
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15

Multiclass semantic segmentation and quantification of trau..:

Monteiro, Miguel ; Newcombe, Virginia F J ; Mathieu, Francois...
The Lancet Digital Health.  2 (2020)  6 - p. e314-e322 , 2020
Link: https://doi.org/10.1016/..
 
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