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Albarqouni, Shadi
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1

LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Da..:

Jiao, Yiping ; van der Laak, Jeroen ; Albarqouni, Shadi...
IEEE Journal of Biomedical and Health Informatics.  28 (2024)  3 - p. 1161-1172 , 2024
Link: https://doi.org/10.1109/..
 
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2

Evolving the Era of 5D Ultrasound? A Systematic Literature ..:

Jost, Elena ; Kosian, Philipp ; Jimenez Cruz, Jorge...
Journal of Clinical Medicine.  12 (2023)  21 - p. 6833 , 2023
Link: https://doi.org/10.3390/..
 
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3

Guest Editorial Special Issue on Federated Learning for Med..:

Roth, Holger R. ; Rieke, Nicola ; Albarqouni, Shadi.
IEEE Transactions on Medical Imaging.  42 (2023)  7 - p. 1914-1919 , 2023
Link: https://doi.org/10.1109/..
 
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4

Digital Staining of White Blood Cells With Confidence Estim..:

Tomczak, Agnieszka ; Ilic, Slobodan ; Marquardt, Gaby...
IEEE Transactions on Medical Imaging.  42 (2023)  12 - p. 3895-3906 , 2023
Link: https://doi.org/10.1109/..
 
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5

Enhancing oncological care: A guide to setting up a new mul..:

Ko, Hyun Soo ; Denehy, Linda ; Edbrooke, Lara...
Journal of Cachexia, Sarcopenia and Muscle.  , 2023
Link: https://doi.org/10.1002/..
 
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6

Federated disentangled representation learning for unsuperv..:

Bercea, Cosmin I. ; Wiestler, Benedikt ; Rueckert, Daniel.
Nature Machine Intelligence.  4 (2022)  8 - p. 685-695 , 2022
Link: https://doi.org/10.1038/..
 
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7

ROAM: Random layer mixup for semi‐supervised learning in me..:

Bdair, Tariq ; Wiestler, Benedikt ; Navab, Nassir.
IET Image Processing.  16 (2022)  10 - p. 2593-2608 , 2022
Link: https://doi.org/10.1049/..
 
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8

Autoencoders for unsupervised anomaly segmentation in brain..:

Baur, Christoph ; Denner, Stefan ; Wiestler, Benedikt..
Medical Image Analysis.  69 (2021)  - p. 101952 , 2021
Link: https://doi.org/10.1016/..
 
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9

An objective comparison of detection and segmentation algor..:

Ali, Sharib ; Zhou, Felix ; Braden, Barbara...
Scientific Reports.  10 (2020)  1 - p. , 2020
Link: https://doi.org/10.1038/..
 
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10

GANs for medical image analysis:

Kazeminia, Salome ; Baur, Christoph ; Kuijper, Arjan...
Artificial Intelligence in Medicine.  109 (2020)  - p. 101938 , 2020
Link: https://doi.org/10.1016/..
 
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11

Microaneurysms segmentation and diabetic retinopathy detect..:

Sarhan, Mhd Hasan ; Albarqouni, Shadi ; Yigitsoy, Mehmet..
IET Image Processing.  14 (2020)  17 - p. 4571-4578 , 2020
Link: https://doi.org/10.1049/..
 
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12

Precise proximal femur fracture classification for interact..:

Jiménez-Sánchez, Amelia ; Kazi, Anees ; Albarqouni, Shadi...
International Journal of Computer Assisted Radiology and Surgery.  15 (2020)  5 - p. 847-857 , 2020
Link: https://doi.org/10.1007/..
 
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13

Liver lesion localisation and classification with convoluti..:

Shapira, Nadav ; Fokuhl, Julia ; Schultheiß, Manuel...
Biomedical Physics & Engineering Express.  6 (2020)  1 - p. 015038 , 2020
Link: https://doi.org/10.1088/..
 
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14

The future of digital health with federated learning:

Rieke, Nicola ; Hancox, Jonny ; Li, Wenqi...
npj Digital Medicine.  3 (2020)  1 - p. , 2020
Link: https://doi.org/10.1038/..
 
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15

Preliminary results of DSA denoising based on a weighted lo..:

Hariharan, Sai Gokul ; Kaethner, Christian ; Strobel, Norbert...
International Journal of Computer Assisted Radiology and Surgery.  14 (2019)  7 - p. 1117-1126 , 2019
Link: https://doi.org/10.1007/..
 
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