radiology reports
Annotation of Entities and Relations in Spanish Radiology Reports
... Radiology reports express the results of a radiology study and contain information about anatomical entities, findings, mea- sures and impressions of the medical doc- ...of radiology ...
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Radiology Reports for Incidental Thyroid Nodules on CT and MRI: High Variability across Subspecialties
... of reports did not include a description of the nodule size and were therefore excluded from the analyses examining the relationship between nodule size and reporting ...the radiology reports by ...
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Enhancing clinician and patient understanding of radiology reports: a scoping review of international guidelines
... structured reports alone may not be ...radiology reports. They prefer clear indica- tions of the meaning of radiology terminology, likelihood of disease and clinical relevance of findings ...
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Do Radiologists Report the TNM Staging in Radiology Reports for Head and Neck Cancers? A National Survey Study
... and radiology information to stage the ...often radiology reports include all relevant staging information for treating physicians to determine accurate ...the radiology report could state, ...
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Pitfalls in the Diagnosis of Ventricular Shunt Dysfunction: Radiology Reports and Ventricular Size
... the radiology reports were then noted. These reports were generated primarily by pediatric radiologists in a busy children’s ...ing reports were evaluated for the presence of information that ...
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Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods
... Text classification using deep learning is relatively recent with promises to reduce the load of domain or application specific fea- ture engineering. Conventional classifiers such as SVMs with well-engineered features ...
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Natural language processing of radiology reports for identification of skeletal site-specific fractures
... Significant amounts of information for identification of fractures are only available in a narrative format. Manu- ally extracting such information from clinical narratives is time consuming and expensive. Fortunately, ...
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Identifying Pathological Findings in German Radiology Reports Using a Syntacto semantic Parsing Approach
... 174 reports in the development set contain 4295 sentences of which less than half are classified as ...in radiology reports is noted as absent or has normal ...the reports, they complement ...
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Semantic Relation Extraction with Semantic Patterns Experiment on Radiology Reports
... Globally the precision measure is quite good when we add constraints on semantic relations. The results show an improvement of the F1-measure. We notice that the method with semantic patterns improves the precision ...
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A validated natural language processing algorithm for brain imaging phenotypes from radiology reports in UK electronic health records
... the radiology reports and the fact that the language is restricted and conventionalized, with only a limited number of ways in which a phenomenon tends to be ...
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Syntactic methods for negation detection in radiology reports in Spanish
... in radiology reports written in Spanish, NegEx has good results, but only considers partially the negation scope over the target term (since it is cal- culated based on a fixed-size window of ...
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Assessing the Feasibility of an Automated Suggestion System for Communicating Critical Findings from Chest Radiology Reports to Referring Physicians
... from radiology exams, facilitates appropriate communication of the findings to referring clini- cians, and supports radiologist follow-up regard- ing the communicated ...in radiology reports and sug- ...
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Annotation of Clinically Important Follow up Recommendations in Radiology Reports
... Communication of follow-up recommenda- tions when abnormalities are identified on im- aging studies is prone to error. The absence of an automated system to identify and track ra- diology recommendations is an important ...
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Automatic structuring of breast cancer radiology reports for quality assurance
... the reports written by the ...of radiology re- ports can be assessed by its structure, standardized use of language and how well the radiologists are adhering to set reporting ...cancer radiology ...
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Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation
... The Radiology reports are text documents describing patient history, symptoms, image observations and impressions written by board-certified ...the reports do not contain specific image labels to be ...
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Derivation and validation of text search algorithms for renal and adrenal lesion identification in radiology text reports
... of reports to confirm the presence of these lesions. Even reports classified with the highest risk of having a particular lesion need to be manually reviewed to confirm the lesion since this probability is ...
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Yield of CT Angiography and Contrast Enhanced MR Imaging in Patients with Dizziness
... dizziness. Radiology reports from January 1, 2011, to June 13, 2012, were searched by using the key words “dizziness,” “dizzy,” “giddiness,” and ...and radiology report, included presenting symp- ...
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Semantic representation of reported measurements in radiology
... of radiology re- ports: Firstly, an oncologic data set was used consisting of 2584 German radiology reports (27 different readers) on 377 lymphoma ...German radiology reports (27 ...
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Process improvement for follow-up radiology report recommendations of lung nodules
... for radiology practitioners that mines available healthcare data, identifies patients with lung nodules in need of follow- up imaging, notifies the patient and the primary care physician via mail, and measures ...
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The accuracy of radiology speech recognition reports in a multilingual South African teaching hospital
... the radiology department was per- forming in excess of 160,000 examinations annually, and was staffed by 10 consultant radiologists and 24 regis- trars from diverse ...the radiology consultant and registrar ...
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