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X
Otalora, Sebastian
105  Ergebnisse:
Personensuche X
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1

Weighting Schemes for Federated Learning in Heterogeneous a..:

, In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries; Lecture Notes in Computer Science,
Otálora, Sebastian ; Rafael-Patiño, Jonathan ; Madrona, Antoine... - p. 45-56 , 2023
Link: https://doi.org/10.1007/..
 
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2

Federated Learning on Heterogeneous Diffusion-Weighted Imag..:

, In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI),
Madrona, Antoine ; Otalora, Sebastian ; Fischi-Gomez, Elda... - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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3

Data-driven color augmentation for H&E stained images in co..:

Marini, Niccolò ; Otalora, Sebastian ; Wodzinski, Marek...
Journal of Pathology Informatics.  14 (2023)  - p. 100183 , 2023
Link: https://doi.org/10.1016/..
 
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4

Automatic Creation of a Pharmaceutical Corpus Based on Open..:

, In: Computational Linguistics and Intelligent Text Processing; Lecture Notes in Computer Science,
Bravo, Cristian ; Otálora, Sebastian ; Ordoñez-Salinas, Sonia - p. 432-450 , 2023
Link: https://doi.org/10.1007/..
 
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5

Unleashing the potential of digital pathology data by train..:

Marini, Niccolò ; Marchesin, Stefano ; Otálora, Sebastian...
npj Digital Medicine.  5 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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6

Multi-task deep learning for glaucoma detection from color ..:

Pascal, Lucas ; Perdomo, Oscar J. ; Bost, Xavier...
Scientific Reports.  12 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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7

Multi_Scale_Tools: A Python Library to Exploit Multi-Scale ..:

Marini, Niccolò ; Otálora, Sebastian ; Podareanu, Damian...
Frontiers in Computer Science.  3 (2021)  - p. , 2021
Link: https://doi.org/10.3389/..
 
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8

Semi-supervised Learning with a Teacher-Student Paradigm fo..:

, In: Pattern Recognition. ICPR International Workshops and Challenges; Lecture Notes in Computer Science,
Marini, Niccolò ; Otálora, Sebastian ; Müller, Henning. - p. 105-119 , 2021
Link: https://doi.org/10.1007/..
 
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9

Combining weakly and strongly supervised learning improves ..:

Otálora, Sebastian ; Marini, Niccolò ; Müller, Henning.
BMC Medical Imaging.  21 (2021)  1 - p. , 2021
Link: https://doi.org/10.1186/..
 
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10

Classification of Noisy Free-Text Prostate Cancer Pathology..:

, In: Pattern Recognition. ICPR International Workshops and Challenges; Lecture Notes in Computer Science,
Dhrangadhariya, Anjani ; Otálora, Sebastian ; Atzori, Manfredo. - p. 154-166 , 2021
Link: https://doi.org/10.1007/..
 
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11

Semi-supervised training of deep convolutional neural netwo..:

Marini, Niccolò ; Otálora, Sebastian ; Müller, Henning.
Medical Image Analysis.  73 (2021)  - p. 102165 , 2021
Link: https://doi.org/10.1016/..
 
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12

Multimodal Latent Semantic Alignment for Automated Prostate..:

, In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020; Lecture Notes in Computer Science,
Lara, Juan S. ; Contreras O., Victor H. ; Otálora, Sebastián.. - p. 572-581 , 2020
Link: https://doi.org/10.1007/..
 
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13

Semi-weakly Supervised Learning for Prostate Cancer Image C..:

, In: Interpretable and Annotation-Efficient Learning for Medical Image Computing; Lecture Notes in Computer Science,
Otálora, Sebastian ; Marini, Niccolò ; Müller, Henning. - p. 193-203 , 2020
Link: https://doi.org/10.1007/..
 
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14

Deep Learning-Based Retrieval System for Gigapixel Histopat..:

Schaer, Roger ; Otálora, Sebastian ; Jimenez-del-Toro, Oscar..
Journal of Pathology Informatics.  10 (2019)  1 - p. 19 , 2019
Link: https://doi.org/10.4103/..
 
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15

Fusing learned representations from Riesz Filters and Deep ..:

Joyseeree, Ranveer ; Otálora, Sebastian ; Müller, Henning.
Medical Image Analysis.  56 (2019)  - p. 172-183 , 2019
Link: https://doi.org/10.1016/..
 
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