VoxRad: Building an open-source locally-hosted radiology reporting system

IF 1.8 4区医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING

Clinical Imaging Pub Date : 2025-01-25 DOI:10.1016/j.clinimag.2025.110414

Ankush Ankush

引用次数: 0

Abstract

VoxRad is an open-source application designed to enhance radiology reporting by leveraging generative AI. Utilizing locally hosted Automatic Speech Recognition (ASR) and Large Language Models (LLM), VoxRad enables continuous dictation, transcribing reports into standardized formats with high accuracy, efficiency, and data security. The modular design allows flexible integration of user-selected ASR and LLM models via OpenAI-compatible APIs, ensuring HIPAA compliance with secure local storage of data. Customizable template guided prompting using Chain-of-Thought like systematic processing, and specialized dictionaries further optimize report generation. VoxRad's future aims include healthcare system integration and community-driven template libraries, enhancing its utility for the medical community.

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来源期刊

Clinical Imaging 医学-核医学

CiteScore

4.60

自引率

0.00%

发文量

265

审稿时长

35 days

期刊介绍： The mission of Clinical Imaging is to publish, in a timely manner, the very best radiology research from the United States and around the world with special attention to the impact of medical imaging on patient care. The journal''s publications cover all imaging modalities, radiology issues related to patients, policy and practice improvements, and clinically-oriented imaging physics and informatics. The journal is a valuable resource for practicing radiologists, radiologists-in-training and other clinicians with an interest in imaging. Papers are carefully peer-reviewed and selected by our experienced subject editors who are leading experts spanning the range of imaging sub-specialties, which include: -Body Imaging- Breast Imaging- Cardiothoracic Imaging- Imaging Physics and Informatics- Molecular Imaging and Nuclear Medicine- Musculoskeletal and Emergency Imaging- Neuroradiology- Practice, Policy & Education- Pediatric Imaging- Vascular and Interventional Radiology