Local Personal Medical Archive
Your complete medical record, brought together on your device. LPMA ingests records via Epic MyChart and HL7/FHIR standards, builds a private vector database of your health history, and enables natural voice queries — all processed locally with zero cloud data transfer.
For the first time, you can ask "what did my oncologist say about my last scan?" and get a synthesized, accurate answer in seconds — from a system that has read every page of your medical record.
Sarcoma Pattern Retrieval
A purpose-built retrieval engine for sarcoma research. Pattern Explorer synthesizes patient-specific records with current treatment literature, IHC pathology data, and clinical trial information — achieving 96.6% pattern retrieval accuracy on a 35-query sarcoma research corpus, with 7 of 12 dimensions scoring a perfect 100%. Educational, not diagnostic — the benchmark measures how well the system surfaces relevant research, not how well it makes clinical decisions.
Unlike general-purpose pattern retrieval, Pattern Explorer was built for a specific clinical challenge by someone navigating it in real life. That specificity is the difference between an answer and the right answer.
Resonant Wave Communications
Eight streams of intelligence — your medical records, oncology literature, empathetic persona, on-device LLM, and low-latency voice — converge into a single coherent voice calibrated to what's actually in your records. Maya is what happens when patient-specific data resonates with precision and compassion. The act of asking is the measurement. The answer is the particle.
A temporary, self-contained intelligence package generated by your LeptonX hub and exported to your mobile device for offline use — at appointments, in low-connectivity settings, or anywhere you need on-device AI without a network.
No sync. No bidirectional complexity. Generated on demand, used locally, deleted after the session. Docker as the common denominator — platform-agnostic, secure, ephemeral.
Express InterestSelects quantized model, exports patient-specific encrypted vectors, transfers via local WiFi.
Decrypts locally. Zero network dependency. Voice queries answered on-device.
Container deleted after session. No residual PHI on mobile device. Recreate fresh on demand.
