Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique
Seyed Ali Reza Moezzi, Abdolrahman Ghaedi, Mojdeh Rahmanian, Seyedeh Zahra Mousavi, Ashkan Sami
Topics & Concepts
Computer scienceArtificial intelligenceNatural language processingTransformerConvolutional neural networkDeep learningTransfer of learningNamed-entity recognitionSchema (genetic algorithms)ArchitectureDomain adaptationArtificial neural networkInformation extractionClassifier (UML)Clinical PracticeMachine learningInformation retrievalEconomicsManagementTask (project management)VoltageFamily medicinePhysicsVisual artsArtMedicineQuantum mechanicsTopic ModelingRadiomics and Machine Learning in Medical ImagingBiomedical Text Mining and Ontologies