Automated SOAP Note Generation
Real-Time Voice and Text Processing
Seamless EHR Integration
Retrieval-Augmented Generation (RAG)
AI-Powered Clinical Summarization
Efficient Model Fine-Tuning (QLoRA and PEFT)
User-Friendly Interface
Ensuring Patient Data Safety and Security
Scalable for Any Practice Size
How Dentora AI AI Works
Dentora AI is designed to integrate seamlessly into the daily workflow of dental practices, using cutting-edge AI technology to simplify the documentation process. Here's how it works in detail:
1 - Voice and Text Data Capture:
During patient consultations, Dentora AI captures voice data in real-time through a microphone or integrated voice recognition system. It also captures text-based inputs, such as typed notes or comments, allowing the dentist to input data through both spoken and written forms. This gives the dentist flexibility and ensures that the system works in a variety of clinical settings.
2 - Real-Time Processing:
As the dentist and patient engage in conversation, Dentora AI uses Natural Language Processing (NLP) and Large Language Models (LLMs) to process the spoken words and written inputs in real-time. The system analyzes the conversation, extracting relevant medical information, symptoms, diagnosis, treatment plan, and any other critical details that need to be documented.
3 - Automatic SOAP Note Generation:
The extracted data is automatically structured into a SOAP note format (Subjective, Objective, Assessment, Plan). The Subjective section records the patient’s concerns and history, the Objective section captures measurable data and findings, the Assessment section documents the diagnosis, and the Plan section outlines the recommended treatment plan. This automated generation saves time and ensures that all required data is included without missing crucial elements.
4 - Integration with Electronic Health Records (EHR):
Once the SOAP notes are created, Dentora AI integrates directly with the dental practice's existing Electronic Health Record (EHR) system. The AI tool ensures that the new patient data is accurately and automatically added to the patient’s file, eliminating the need for manual data entry and ensuring that the records are always up to date.
5 - Query-Based Retrieval:
Dentists can use the query-based retrieval system to access relevant clinical information from the patient's records or external databases. Whether searching for past treatments, patient histories, or general treatment guidelines, Dentora AI delivers this information instantly, helping clinicians make well-informed decisions quickly.
6 - Clinical Summarization:
Using AI-powered summarization tools, Dentora AI generates concise clinical summaries that highlight key treatment points, diagnoses, and follow-up plans. These summaries enable dental professionals to quickly grasp the essential information without sifting through large amounts of data, streamlining decision-making and patient management.
7 - Continuous Learning and Improvement:
Dentora AI is continuously improving through Parameter-Efficient Fine-Tuning (PEFT) and Quantized Low-Rank Adaptation (QLoRA) techniques. These methods allow the system to adapt to new clinical scenarios and feedback from users, making it more efficient over time while consuming fewer resources.
