Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers

Y Nakamura, S Hanaoka, Y Nomura, T Nakao… - BMC Medical Informatics …, 2021 - Springer
Background It is essential for radiologists to communicate actionable findings to the referring
clinicians reliably. Natural language processing (NLP) has been shown to help identify free …

A web application for adrenal incidentaloma identification, tracking, and management using machine learning

W Bala, J Steinkamp, T Feeney, A Gupta… - Applied Clinical …, 2020 - thieme-connect.com
Background Incidental radiographic findings, such as adrenal nodules, are commonly
identified in imaging studies and documented in radiology reports. However, patients with …

Evaluation of radiological contribution to patient management: the orthopedist's point of view

B Guney, E Uzun - Acta Radiologica, 2022 - journals.sagepub.com
Background Orthopedists prefer imaging studies for the diagnosis, treatment, and follow-up
of patients. Purpose To determine the effect of orthopedists' characteristics, including …