medstake

Research At Medstake

We're developing an AI system that can think and reason like a general practitioner, aiming to make primary healthcare accessible worldwide. Our research focuses on replicating a doctor's core abilities - from taking patient histories to diagnosing conditions and recommending effective treatments

medSTAKE

Overview

Our goal is to create AI systems capable of understanding and processing multiple forms of medical data, while maintaining the contextual awareness needed for safe and effective healthcare delivery.

medSTAKE

Key Research Areas

Medical AI Architecture

Developing scalable architectures for processing multiple forms of medical data. This includes real-time image analysis for colposcopy, interpretation of laboratory results, and integration of patient historical data.

Multimodal Integration

Creating systems that seamlessly combine visual, numerical, and textual medical data for holistic analysis of patient conditions.

Medical Knowledge Representation

Building comprehensive knowledge frameworks that capture medical expertise, disease progression patterns, and treatment protocols.

Contextual Decision Making

Developing systems that consider regional disease prevalence, resource availability, and cultural factors in their recommendations.

Clinical Safety & Validation

Implementing robust safety mechanisms including uncertainty quantification, error detection, and bias mitigation.

Our goal is to create AI systems capable of understanding and processing multiple forms of medical data, while maintaining the contextual awareness needed for safe and effective healthcare delivery.

Explainable AI in Healthcare

Creating transparent systems that provide clear rationales for their recommendations through decision path visualization.

medSTAKE

Current Focus

Our primary focus is the development of Colpopen, an AI-powered colposcopy device that serves as a proof-of-concept for our broader vision.

medSTAKE

Collaboration

We actively collaborate with medical institutions, researchers, and healthcare providers. If you're interested in working with us, please reach out to our research team.

Useful Links

Contact Us