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Training Deep Neural Networks for Small and Highly Heterogeneous MRI Datasets for Cancer Grading.

, , , , , и . EMBC, стр. 1758-1761. IEEE, (2020)

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Manfredo Hörner

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Manfredo Araújo Oliveira

 

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Intra-operative Brain Tumor Detection with Deep Learning-Optimized Hyperspectral Imaging., , , , , , , , , и 2 other автор(ы). CoRR, (2023)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)Training Deep Neural Networks for Small and Highly Heterogeneous MRI Datasets for Cancer Grading., , , , , и . EMBC, стр. 1758-1761. IEEE, (2020)Hand Gesture Classification in Transradial Amputees Using the Myo Armband Classifier., , , , , , и . BioRob, стр. 156-161. IEEE, (2018)Analyzing the Trade-Off Between Training Session Time and Performance in Myoelectric Hand Gesture Recognition During Upper Limb Movement., , , , и . ICORR, стр. 772-777. IEEE, (2019)RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge., , , и . CoRR, (2024)Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification., , , и . Medical Image Anal., (2021)An overview of open source Deep Learning-based libraries for Neuroscience., , , и . CoRR, (2023)Few-shot weakly supervised detection and retrieval in histopathology whole-slide images., , , , , и . Medical Imaging: Digital Pathology, том 11603 из SPIE Proceedings, SPIE, (2021)