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Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging.

, , , , , , , , and . Deep Learning and Convolutional Neural Networks for Medical Image Computing, Springer, (2017)

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DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation., , , , , , and . MICCAI (1), volume 9349 of Lecture Notes in Computer Science, page 556-564. Springer, (2015)Ensembled Prediction of Rheumatic Heart Disease from Ungated Doppler Echocardiography Acquired in Low-Resource Settings., , , , , , , , , and . MICCAI (1), volume 13431 of Lecture Notes in Computer Science, page 602-612. Springer, (2022)Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-modal Brain Tumor Segmentation., , , , , , and . DeCaF/FAIR@MICCAI, volume 13573 of Lecture Notes in Computer Science, page 47-57. Springer, (2022)Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan., , , , , , , , , and 10 other author(s). CoRR, (2020)Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples., , , , , , , , and . ICCV, page 5180-5189. IEEE, (2023)Automatic Segmentation of Rare Pediatric Brain Tumors Using Knowledge Transfer From Adult Data., , , , , , , and . ISBI, page 1-4. IEEE, (2023)T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging., , , , , and . ICCV, page 3942-3954. IEEE, (2021)Empowering Federated Learning for Massive Models with NVIDIA FLARE., , , , , , , , , and 5 other author(s). CoRR, (2024)Deep Learning-based Diagnosis and Localization of Pneumothorax on Portable Supine Chest X-ray in Intensive and Emergency Medicine: A Retrospective Study., , , , , , , , , and 2 other author(s). J. Medical Syst., 48 (1): 1 (December 2024)Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration., , , , , , , , , and . CoRR, (2024)