medgemma-workflow-ai

MedGemma Workflow AI

MedGemma Workflow AI is a specialized multimodal vision-language model designed for medical reasoning and image-to-text tasks. It bridges the gap between medical image processing and descriptive AI analysis, optimized for both English and Bengali contexts.

Model Details

Model Description

This model is a fine-tuned version of Google's Gemma-3-4b-it, specifically adapted to handle medical workflows. It is designed to interpret medical visual data (like X-rays or clinical images) and provide structured textual insights. As an aspiring AI developer and cybersecurity researcher from Bangladesh, I developed this model to explore the intersection of healthcare AI and secure model deployment.

• Developed by: opdejoy
• Model type: Multimodal Vision-Language Model
• Language(s) (NLP): Bengali (bn), English (en)
• License: Apache-2.0
• Finetuned from model: google/gemma-3-4b-it

Uses

Direct Use

• Medical image description and analysis.
• Assisting researchers in medical document interpretation.
• Visual Question Answering (VQA) in a medical context.

Out-of-Scope Use

• Critical Medical Diagnosis: This model is for research and educational purposes. It should NOT be used as a primary tool for diagnosing patients.
• Malicious Use: Any use involving the generation of fake medical reportsf