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References from Text mining approach for feature extraction and cartilage disease grade classification using knee MRI radiology reports. Local targets link to admitted publications; unresolved targets remain external evidence.
Position paper on magnetic resonance imaging protocols in the musculoskeletal system (excluding the spine) by the Italian college of musculoskeletal radiology
10.1007/s11547-019-00992-3 · 2019 · External reference
A systematic review of natural language processing applied to radiology reports
10.1186/s12911-021-01533-7 · 2021 · External reference
Bert model fine-tuning for text classification in knee oa radiology reports
10.1016/j.joca.2020.02.488 · 2020 · External reference
Unresolved reference
2021 · External reference
10.18653/v1/2020.findings-emnlp.292
10.18653/v1/2020.findings-emnlp.292 · External reference
Unresolved reference
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An effective algorithm for hyperparameter optimization of neural networks
10.1147/jrd.2017.2709578 · 2017 · External reference
An enhanced crfs-based system for information extraction from radiology reports
10.1016/j.jbi.2013.01.006 · 2013 · External reference
10.1016/j.patrec.2005.10.010
10.1016/j.patrec.2005.10.010 · External reference
10.1016/j.patcog.2011.01.017
10.1016/j.patcog.2011.01.017 · External reference
Attention in natural language processing
10.1109/tnnls.2020.3019893 · 2020 · External reference
Automatic diagnosis of spinal disorders on radiographic images: leveraging existing unstructured datasets with natural language processing
2021 · External reference
Structured reporting in radiology
10.1016/j.acra.2017.08.005 · 2018 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2022 · External reference
Identification of long bone fractures in radiology reports using natural language processing to support healthcare quality improvement
10.4338/aci-2016-08-ra-0129 · 2016 · External reference
Performance of a machine learning classifier of knee mri reports in two large academic radiology practices: a tool to estimate diagnostic yield
10.2214/ajr.16.16128 · 2017 · External reference
Natural language processing of radiology reports to investigate the effects of the covid-19 pandemic on the incidence and age distribution of fractures
10.1007/s00256-021-03760-5 · 2022 · External reference
10.1109/asru46091.2019.9003750
10.1109/asru46091.2019.9003750 · 2019 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
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An improved aspect-category sentiment analysis model for text sentiment analysis based on roberta
10.1007/s10489-020-01964-1 · 2021 · External reference
Use of bert (bidirectional encoder representations from transformers)-based deep learning method for extracting evidences in Chinese radiology reports: development of a computer-aided liver cancer diagnosis framework
10.2196/19689 · 2021 · External reference
Unresolved reference
External reference
10.1016/j.ijmedinf.2024.105443
10.1016/j.ijmedinf.2024.105443 · External reference
10.1016/j.acra.2024.07.057
10.1016/j.acra.2024.07.057 · External reference
Large language models for structured reporting in radiology: performance of gpt-4, chatgpt-3.5, perplexity and bing
10.1007/s11547-023-01651-4 · 2023 · External reference
Natural language processing: an introduction
10.1136/amiajnl-2011-000464 · 2011 · External reference
Machine learning based natural language processing of radiology reports in orthopaedic trauma
10.1016/j.cmpb.2021.106304 · 2021 · External reference
A survey of the usages of deep learning for natural language processing
10.1109/tnnls.2020.2979670 · 2021 · External reference
Unresolved reference
External reference
10.1056/nejmcp1903768
10.1056/nejmcp1903768 · External reference
Automated radiology report generation: a review of recent advances
2024 · External reference
10.1016/j.jbi.2021.103729
10.1016/j.jbi.2021.103729 · External reference
Attention is all you need
2017 · External reference
Revealing the most common reporting errors through data mining of the report proofreading process
10.1007/s00330-020-07306-6 · 2021 · External reference
Natural language processing of radiology reports for identification of skeletal site-specific fractures
10.1186/s12911-019-0780-5 · 2019 · External reference
10.1007/978-3-642-45358-8
10.1007/978-3-642-45358-8 · 2014 · External reference
