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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)GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records., , , , , , , , , and 7 other author(s). CoRR, (2022)Chemical Identification and Indexing in PubMed Articles via BERT and Text-to-Text Approaches., , , , and . CoRR, (2021)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)A large language model for electronic health records., , , , , , , , , and 9 other author(s). npj Digit. Medicine, (2022)BioMegatron: Larger Biomedical Domain Language Model., , , , , , and . EMNLP (1), page 4700-4706. Association for Computational Linguistics, (2020)Interleaved text/image Deep Mining on a large-scale radiology database., , , , , and . CVPR, page 1090-1099. IEEE Computer Society, (2015)Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation., , , , , and . CVPR, page 2497-2506. IEEE Computer Society, (2016)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)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)