AI Models Behind MyResultLab

How MyResultLab Uses AI

MyResultLab combines specialized medical AI models with general-purpose reasoning models to help you understand your medical scans and reports. Our goal is to make complex imaging results accessible, without replacing the expertise of your healthcare provider.

The AI Models We Use

Google MedGemma

Medical imaging analysis is powered by Google's MedGemma family of models, designed specifically for healthcare applications. MedGemma is trained on large collections of de-identified medical images and clinical data, and is capable of analyzing X-ray, CT, MRI, and ultrasound images.

Key capabilities:

• Understands medical imaging terminology and anatomical structures.
• Processes image series and identifies visual patterns.
• Generates plain-language summaries of imaging findings.
• Trained on peer-reviewed medical datasets and benchmarked against medical AI leaderboards.

You can learn more in the MedGemma technical report and the Google model card.

OpenAI GPT

Text-based analysis, report summarization, and follow-up Q&A are powered by OpenAI GPT models. GPT helps translate radiology reports, lab results, and clinical notes into understandable explanations, and answers your questions in plain language.

Key capabilities:

• Summarizes long or technical medical documents.
• Answers follow-up questions based on the provided context.
• Connects information from scans, reports, and notes into a coherent explanation.
• Reasoning-based responses help reduce ambiguity.

How They Work Together

| Stage | Model | What It Does | |---|---|---| | Image analysis | Google MedGemma | Reads the scan and identifies visual findings | | Text interpretation | OpenAI GPT | Summarizes reports and explains terminology | | Follow-up Q&A | OpenAI GPT | Answers your questions in plain language |

This two-stage approach lets us give you both accurate visual analysis and clear, conversational explanations.

Transparency: Capabilities and Limitations

What the AI Can Do

• Highlight regions of interest on scans.
• Explain medical terms in everyday language.
• Summarize radiology reports and lab results.
• Help you prepare questions for your doctor.

What the AI Cannot Do

• Diagnose medical conditions. The AI can describe what it sees, but only a qualified clinician can provide a diagnosis.
• Replace a doctor. MyResultLab is an educational tool, not a substitute for professional medical advice.
• Guarantee accuracy. AI outputs may occasionally be incomplete, incorrect, or miss important clinical context. Always verify with your healthcare provider.
• Access your full medical history. The AI only analyzes the files and text you upload.

Responsible AI Use

We are committed to using AI responsibly:

• We disclose the models we use and their known limitations.
• We do not train third-party AI models on your data unless you explicitly opt in.
• We encrypt data in transit and limit how long it is retained.
• We clearly label all outputs as informational, not diagnostic.

Read More

• Privacy Policy
• Data Security
• Terms of Service