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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)Tunable CT Lung Nodule Synthesis Conditioned on Background Image and Semantic Features., , , , , , , and . SASHIMI@MICCAI, volume 11827 of Lecture Notes in Computer Science, page 62-70. Springer, (2019)Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation., , , , , and . CVPR, page 2497-2506. IEEE Computer Society, (2016)Interleaved text/image Deep Mining on a large-scale radiology database., , , , , and . CVPR, page 1090-1099. IEEE Computer Society, (2015)Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network., , , , , , , and . MIDL, volume 121 of Proceedings of Machine Learning Research, page 857-866. PMLR, (2020)BioMegatron: Larger Biomedical Domain Language Model., , , , , , and . EMNLP (1), page 4700-4706. Association for Computational Linguistics, (2020)Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning., , , , , , , , and . CoRR, (2016)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)Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection., , , , , and . MICCAI (2), volume 9350 of Lecture Notes in Computer Science, page 53-61. Springer, (2015)GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-Tuning for Alzheimer's Disease Diagnosis from MRI., , , , , , and . MICCAI (2), volume 12262 of Lecture Notes in Computer Science, page 688-697. Springer, (2020)