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Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology.

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Highdicom: A Python library for standardized encoding of image annotations and machine learning model outputs in pathology and radiology., , , , , , , , и . CoRR, (2021)Diffusion tensor transformation for personalizing target volumes in radiation therapy., , , , и . Medical Image Anal., (2024)The Trials and Tribulations of Assembling Large Medical Imaging Datasets for Machine Learning Applications., , , и . J. Digit. Imaging, 34 (6): 1424-1429 (2021)Cycle-GANs Generated Difference Maps to Interpret Race Prediction from Medical Images., , , , , , , , , и 7 other автор(ы). FAIMI/EPIMI@MICCAI, том 15198 из Lecture Notes in Computer Science, стр. 129-139. Springer, (2024)Localizing Cardiac Structures in Fetal Heart Ultrasound Video., , и . MLMI@MICCAI, том 10541 из Lecture Notes in Computer Science, стр. 247-255. Springer, (2017)Multimodal Deep Learning-Based Prediction of Immune Checkpoint Inhibitor Efficacy in Brain Metastases., , , , , , , , , и 4 other автор(ы). CaPTion@MICCAI, том 15199 из Lecture Notes in Computer Science, стр. 37-47. Springer, (2024)Addressing Catastrophic Forgetting by Modulating Global Batch Normalization Statistics for Medical Domain Expansion., , , , , , , , , и 8 other автор(ы). AIPAD/PILM@MICCAI, том 15197 из Lecture Notes in Computer Science, стр. 57-72. Springer, (2024)Do I know this? segmentation uncertainty under domain shift., , , , , , и . Image Processing, том 12032 из SPIE Proceedings, SPIE, (2022)Object localisation in fetal ultrasound images using invariant features., и . ISBI, стр. 156-159. IEEE, (2015)Automated characterization of the fetal heart in ultrasound images using fully convolutional neural networks., , , и . ISBI, стр. 671-674. IEEE, (2017)