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Weighting Schemes for Federated Learning in Heterogeneous and Imbalanced Segmentation Datasets.

, , , , , , , , , , и . BrainLes@MICCAI, том 13769 из Lecture Notes in Computer Science, стр. 45-56. Springer, (2022)

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Guillermo Otalora

Sebastian Baum

Optimierung der Pharmakotherapie von geriatrischen Patienten im stationären Bereich durch pharmazeutische Betreuung. Uni Münster, (2009)

Sebastian Birk

Intercalibration of national methods to assess the ecological quality of rivers in Europe using benthic invertebrates and aquatic flora. Uni Duisburg-Essen, (2009)

Sebastian Stange

Market liquidity risk. TU München, (2009)

Sebastian Reick

Internal and external dynamics of a strongly-coupled atom-cavity system. Uni Bonn, (2009)
 

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Weighting Schemes for Federated Learning in Heterogeneous and Imbalanced Segmentation Datasets., , , , , , , , , и 1 other автор(ы). BrainLes@MICCAI, том 13769 из Lecture Notes in Computer Science, стр. 45-56. Springer, (2022)OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes., , , , и . ISBI, стр. 1423-1426. IEEE, (2018)Semi-supervised Learning with a Teacher-Student Paradigm for Histopathology Classification: A Resource to Face Data Heterogeneity and Lack of Local Annotations., , , и . ICPR Workshops (1), том 12661 из Lecture Notes in Computer Science, стр. 105-119. Springer, (2020)Classification of Noisy Free-Text Prostate Cancer Pathology Reports Using Natural Language Processing., , , и . ICPR Workshops (1), том 12661 из Lecture Notes in Computer Science, стр. 154-166. Springer, (2020)Determining the scale of image patches using a deep learning approach., , , , , , и . ISBI, стр. 843-846. IEEE, (2018)Multi-Scale Task Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations., , , , , , , , и . COMPAY@MICCAI, том 156 из Proceedings of Machine Learning Research, стр. 170-181. PMLR, (2021)Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval., , , , и . MICCAI (5), том 12265 из Lecture Notes in Computer Science, стр. 572-581. Springer, (2020)Multi_Scale_Tools: A Python Library to Exploit Multi-Scale Whole Slide Images., , , , , , , и . Frontiers Comput. Sci., (2021)H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression., , , , и . ICCVW, стр. 601-610. IEEE, (2021)Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images., , , и . CVII-STENT/LABELS@MICCAI, том 10552 из Lecture Notes in Computer Science, стр. 146-154. Springer, (2017)