Recent advancements in transformers exploited computer vision problems which results state-of-the-art models. Transformer-based models various sequence prediction tasks such as language translation, sentiment classification, and caption generation have shown remarkable performance. Auto report scenarios medical imaging through is one of the applied for strong social impact. In these models, con...

An exploratory study was undertaken to determine the role and practice issues of radiology coding in health information management (HIM) practice. The study sought to identify the challenges of radiology coding and the solutions implemented to address these challenges. A self-report survey was sent to 828 American Health Information Management Association (AHIMA) members identified as directors...

Radiology report generation (RRG) aims to describe automatically a radiology image with human-like language and could potentially support the work of radiologists, reducing burden manual reporting. Previous approaches often adopt an encoder-decoder architecture focus on single-modal feature learning, while few studies explore cross-modal interaction. Here we propose Cross-modal PROtotype driven...

OBJECTIVE We discuss the effect of radiology report format on the accuracy and speed with which reviewers can extract case-specific information. MATERIALS AND METHODS A Web-based testing mechanism was used to present radiology reports to each of 16 senior medical students and record their answers to 10 multiple choice questions about specific medical content for each of 12 cases. Subjects wer...

Department of oral medicine and radiology, Seema dental college and hospital, Rishekesh , Uttarkhand, India. Department of oral medicine and radiology, I.T.S. Dental College, Hospital and Research Centre, Greater Noida, Uttar Pradesh, India Department of oral pathology, Seema dental college and hospital, Rishekesh , Uttarkhand, India Department of oral medicine and radiology, Maharana Pratap De...

Primary intraspinal primitive neuroectodermal tumor (PNET) is a type of round cell malignant which reported only above 100 in literature. We report case Dorsal Spine Primitive Neuroectodermal Tumor (P.N.E.T) Presenting with Features Pott’s Spine, & discuss its pathological features, radiology, and treatment options.