Arising from this, reporting vendors created a new standard for exchange of radiology report templates under the standards of Integrating the Healthcare Enterprise (IHE), called Management of Radiology Report Templates (MRRT), which allows sharing and exchange of templates in the way DICOM allows ma...
Radiology report errors occur for many reasons including the use of pre-filled report templates, wrong-word substitution, nonsensical phrases, and missing words. Reports may also contain clinical errors that are not specific to the speech recognition including wrong laterality and gender-specific ...
Key word occurrence in command files was used as indicator vector space.23 Radiological Score Card For evaluation of text quality, the returned radiology report drafts were assessed independently by 4 expert radiologists. Three board certified radiologists with 17, 15, and 12 years of experience in...
The use of direct text entry, dictation software, and interactive templates was at the discretion of each radiologist. Radiology reports were stored in each institution's EHR with the narrative and impressions sections saved in separate fields. We extracted the impression section for each qualifying ...
Jungmann F, Arnhold G, Kämpgen B et al (2020) A hybrid reporting platform for extended RadLex coding combining structured reporting templates and natural language processing. J Digit Imaging 33:1026–1033. https://doi.org/10.1007/s10278-020-00342-0 Article PubMed PubMed Central Google Schol...
We extracted data on: primary clinical application and technical objective, data source(s), study period, radiology report language, anatomical region, imaging modality, disease area, dataset size, annotated set size, training/validation/test set size, external validation performed, domain expert used...