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References from Automated chest X-ray disease screening using large language models and deep convolutional neural networks on the MIMIC-CXR dataset. Local targets link to admitted publications; unresolved targets remain external evidence.
A deep learning architecture for multi-class lung diseases classification using chest X-ray (CXR) images
10.1016/j.aej.2022.10.053 · 2023 · External reference
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Deep learning for chest X-ray analysis: A survey
10.1016/j.media.2021.102125 · 2021 · External reference
Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI
10.1016/j.media.2019.101562 · 2019 · External reference
Deep learning to improve breast cancer detection on screening mammography
10.1038/s41598-019-48995-4 · 2019 · External reference
Deep learning-based automated left ventricular ejection fraction assessment using 2-D echocardiography
10.1152/ajpheart.00416.2020 · 2021 · External reference
AI outperformed every dermatologist in dermoscopic melanoma diagnosis, using an optimized deep-CNN architecture with custom mini-batch logic and loss function
10.1038/s41598-021-96707-8 · 2021 · External reference
Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists
10.1093/annonc/mdy166 · 2018 · External reference
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How transferable are features in deep neural networks?
10.48550/arxiv.1411.1792 · 2014 · External reference
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Attention is all you need
10.48550/arxiv.1706.03762 · 2017 · External reference
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Language models are few-shot learners
10.48550/arxiv.2005.14165 · 2020 · External reference
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Large language models in health care: Development, applications, and challenges
10.1002/hcs2.61 · 2023 · External reference
Testing and evaluation of health care applications of large language models: a systematic review
10.1001/jama.2024.21700 · 2025 · External reference
Natural language processing applications for computer-aided diagnosis in oncology
10.3390/diagnostics13020286 · 2023 · External reference
Text messaging-based medical diagnosis using natural language processing and fuzzy logic
10.1155/2020/8839524 · 2020 · External reference
GPT-4 as an X data annotator: Unraveling its performance on a stance classification task
10.1371/journal.pone.0307741 · 2024 · External reference
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MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports
10.1038/s41597-019-0322-0 · 2019 · External reference
Large language model-based information extraction from free-text radiology reports: a scoping review protocol
10.1136/bmjopen-2023-076865 · 2023 · External reference
