Discover how Perelyn partnered with Adiu Health to develop an AI-driven platform that automates medical documentation, streamlines administrative workflows, and enhances patient care.
#LLMs
#Transcription
#Healthcare
saved per week for doctors.
reduction in documentation workload.
times more detailed reports compared to manual entries.
Developing a highly accurate language model for medical terminology was particularly challenging due to the complexity and specificity of medical terms.
It was essential to ensure the solution operates in real time to maintain the uninterrupted workflow of practicing physicians.
The processing of sensitive patient data also required functioning solutions in order to be able to guarantee the higher requirements in this area at all times.
Data-driven innovation: Our data-based solution was developed to significantly increase efficiency in medical documentation.
AI for healthcare: With artificial intelligence, we have automated medical documentation and thus created valuable time for doctors to provide direct patient care.
Language technology for medicine: Our cutting-edge speech technology accurately transcribes and structures medical conversations, ensuring comprehensive and precise documentation.
of German healthcare CEOs are already leveraging AI solutions to optimise workflows and automate administrative tasks, freeing up more time for patient care.
is the projected global market value by 2030 of AI in healthcare, which offers immense potential for innovation and efficiency improvements.
The project included the development of an AI-based solution for automated transcription and documentation of medical conversations. The focus was on the precise recognition of medical terms, the preparation of structured reports and integration into existing practice management systems.
1
Development of a precise LLM for the recognition of medical terminology.
2
Create a robust natural language processing (NLP) model to extract relevant information from medical conversations
3
Design a user-friendly interface for optimal use.
4
Ensuring data protection and security.
Adiu health is an innovative start-up that specialises in automating medical documentation. With the help of AI, Adiu is revolutionising the way doctors document their patient treatments through tailor-made summaries.
Health & AI
The healthcare sector is facing a digital transformation in which artificial intelligence is playing an increasingly important role. AI applications have the potential to increase process efficiency, improve the accuracy of diagnoses, and personalise patient care. From medical image processing to drug development, AI opens up new opportunities to meet healthcare challenges.
Medscape Physician Burnout and Depression Report, 2024
We have developed an innovative solution that revolutionises medical documentation. Our software leverages cutting-edge AI technologies to enable precise and efficient automatic transcription of medical conversations — fully compliant with GDPR!
The AI-based transcription solution optimizes documentation processes across industries — from healthcare and law to education and finance to media and customer service. It enables efficient protocols, archiving and customer interactions and adapts flexibly to individual requirements.
Our platform is modular and can be adapted to individual requirements. By using cloud-based technologies, we enable high scalability and can therefore also process large amounts of data.
Adiu
Consultation creation
Transcription
Summarisation
Crystal clear web & mobile audio recording
Medical history processing using previous doctors’ insights
Thorough patient analysis
Blazingly fast NVIDIA A10 Tensor Core GPU
Near real time batch processing on EU hosted AWS EC2 machines
Extremely accurate OpenAI Whisper transcriptions
State of the art LLM by Anthropic -Claude 3.5 Sonnet
Serverless computing utilising AWS Lambda
Detailed medical documentation
AWS Bedrock, Amazon Comprehend, Google VertexAI, Azure Open AI, HuggingFace Transformers, LangChain, LangSmith, LLamaIndex
Anthropic, OpenAI, AWS Bedrock
React
AWS Private VPC, all processing and storage is done in the EU.
AWS, ECS, CloudFront, MongoDB
Python, TypeScript
Building Partnerships for Innovation
Adiu Health leverages AI to transform vast amounts of medical guideline literature into knowledge graphs. For the efficient and secure storage and utilisation of these knowledge graphs, Adiu Health relies on Neo4j’s state-of-the-art graph database solution.
By integrating these knowledge graphs with LLMs, Adiu Health enables physicians to perform precise and personalised searches or enhance consultation summaries with automated follow-up checks, such as guideline-based reviews of potential medications or treatment strategies.
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