See how Scopic helped Mediphany automate radiology reports using AI speech-to-text, improving accuracy and saving radiologists from hours of paperwork each week.
85%
Transcription Accuracy in Speech-to-Text conversion85%
Mapping Accuracy achieved with fixed examples and robust scoringSignificant time savings
addressing the industry-average 11 hours of administrative workStreamlined workflow integration
through a unified dashboardThis solution has completely changed how we work. Tasks that used to take hours can now be done in minutes—with greater accuracy than ever before.
With over 30 years of combined medical expertise, Mediphany simplifies complex medical imaging results for patients and professionals alike. Their innovative approach combines cutting-edge tools like 3D imaging models, real-time video explanations, and comparative analyses to provide patients and practitioners with precise, actionable insights.
The challenge was clear: with an industry average of radiologists spending 11 hours per week on administrative tasks, particularly in report creation. This administrative burden created three critical pain points:
Radiologists spent up to 25% of their hours creating detailed reports, reducing their time for diagnoses and treatment.
Traditional report templates didn’t adapt well to various medical imaging types (e.g., MRI, CT), often resulting in inefficiencies and mismatches.
A solution was needed that could deliver precise, structured transcriptions while remaining adaptable to different use cases.
Mediphany needed a seamless, AI-driven radiology software that could generate structured reports in real-time, ensure accuracy, and scale across diverse use cases.
Scopic partnered with Mediphany to create a powerful AI Speech-to-Text (STT) solution that automates radiology report generation. This innovative system combined with Large Language Models (LLMs), transformed spoken words into structured, accurate, and real-time reports.
Here’s how it works:
Leveraging AI technologies like OpenAI GPT-4 and Deepgram’s Nova-2-Medical model, the system transcribes practitioners’ spoken input into written text with high accuracy.
Leveraging AI technologies like OpenAI GPT-4 and Deepgram’s Nova-2-Medical model, the system transcribes practitioners’ spoken input into written text with high accuracy.
Leveraging AI technologies like OpenAI GPT-4 and Deepgram’s Nova-2-Medical model, the system transcribes practitioners’ spoken input into written text with high accuracy.
Leveraging AI technologies like OpenAI GPT-4 and Deepgram’s Nova-2-Medical model, the system transcribes practitioners’ spoken input into written text with high accuracy.
Leveraging AI technologies like OpenAI GPT-4 and Deepgram’s Nova-2-Medical model, the system transcribes practitioners’ spoken input into written text with high accuracy.
The system leverages recent advances in AI in healthcare, including:
Speech Recognition
Deepgram’s Nova-2-Medical model.
OpenAI API with LangChain for data mapping and contextual understanding.
Deployment
Python backend running on AWS Lambda for scalability and real-time performance.
Continuous Learning
Chroma’s vector store allows the system to access prior reports, enabling similarity searches and ongoing improvements.
The solution’s success can be attributed to three key factors:
Hours spent on manual transcription
Errors and mismatched templates
High stress and less time for actual radiologist work
Reports generated in real-time with 85%+ accuracy
Dynamic templates ensure precise, structured outputs.
Radiologists spend more time diagnosing and treating patients
Discover how Scopic can revolutionize your business with tailored, AI solutions for healthcare and other industries. Schedule a free consultation to explore what’s possible.
Bonus
Want to learn more about the trends shaping the future of radiology? Read our blog for insights on AI’s pros, cons, and transformative potential in the field.
Here at Scopic, we offer staff augmentation services, which means that we know how to integrate with an internal team for maximum efficiency. Our application development consultants offer specialized knowledge, industry best practices, and an external viewpoint even when working with an internal team.
If you're struggling with technology decisions, slow development cycles, scalability issues, or digital transformation, consulting can help. In order to ensure efficiency and cost-effectiveness, our application development consultants offer strategic direction to optimize architecture, tech stack, and project execution.
We provide full-scale development services as well as consultation. Our team offers customized solutions to match your business demands, whether you require end-to-end application delivery, hands-on development, or strategic guidance.
In order to suggest the best programming languages, frameworks, and cloud solutions, our application development consultants evaluate your project, scalability requirements, and business objectives. By selecting technologies that complement your vision, we guarantee performance and maintainability over the long term.
Absolutely! Our expertise lies in modernizing aging applications, assisting companies with performance optimization, cloud infrastructure migration, and software upgrades. Our methods improve security, scalability, and user experience with the least amount of disturbance.
Yes. Our AI-powered application consulting services assist companies in combining intelligent user experiences, predictive analytics, and AI-driven automation. To improve productivity and creativity, we help with the selection, use, and optimization of AI models.
Yes, we offer services for developing cloud-native apps and consulting for cloud migration. Using platforms like AWS, Azure, and Google Cloud, we guarantee smooth transfers, cost effectiveness, and scalability whether you are moving from on-premises infrastructure or enhancing cloud-based systems.
Indeed! Our consultants make sure that your application complies with industry standards and regulations like GDPR, HIPAA, and SOC 2 since compliance is crucial here at Scopic. To safeguard user privacy and stay out of trouble with the law, we use risk assessments, access restrictions, and data encryption.
It's easy to get started with Scopic - simply schedule a free consultation with one of our application development consultants. To help you confidently develop, scale, or optimize your existing application, we'll evaluate your needs, suggest the best course of action, and build a roadmap to success.