Improved Fine-Tuning of In-Domain Transformer Model for Inferring COVID-19 Presence in Multi-Institutional Radiology Reports
Pierre Chambon, Tessa S. Cook, Curtis P. Langlotz
Topics & Concepts
Computer scienceHyperparameterClassifier (UML)Coronavirus disease 2019 (COVID-19)Machine learningArtificial intelligenceVisualizationFine-tuningMedical physicsPattern recognition (psychology)MedicinePathologyInfectious disease (medical specialty)PhysicsQuantum mechanicsDiseaseCOVID-19 diagnosis using AIMachine Learning in HealthcareArtificial Intelligence in Healthcare and Education