SECE‑MedAssist

Emotionally Intelligent Patient‑Communication Assistant

Inventor: Paul Totoritis

SECE‑MedAssist is a hybrid healthcare AI system combining:

• MedGemma for clinical reasoning
• SECE (Simulated Emotion, Context, and Empathy) for emotional intelligence
• A Portable Knowledge Base (PKB) for offline medical knowledge

This repository contains the documentation and prototype code used for the MedGemma Impact Challenge submission.

Components

SECE Emotional Engine

A lightweight analog emotional‑weight engine that modulates tone, clarity, and emotional resonance in patient communication.

MedGemma Integration

A prototype demonstrating how MedGemma outputs are processed and emotionally modulated by SECE.

Portable Knowledge Base (PKB)

A modular, offline medical knowledge unit inspired by high‑performance biomedical data pipelines.

Purpose

To create a patient‑communication assistant that is:

• medically accurate
• emotionally supportive
• privacy‑preserving
• fully functional offline

Submission

This repository supports the Kaggle write‑up and video demonstration for the MedGemma Impact Challenge.