We Bring AI with Innovation to Application and Products.
We're a small research-driven team from the University at Buffalo exploring how modern AI can responsibly support clinicians. Our work sits at the intersection of machine learning, human factors, and healthcare workflows. We care about rigor, safety, and clarity—shipping ideas only when they're understandable and verifiable.
Mission in MIDAS
MIDAS (Multimodel Intelligent Dermatology Analysis System) was built on an Idea, where blending AI's neurals to the Deep Neural thinking on Analysis Aspect trained to perfection
At MIDAS, our mission is to empower healthcare professionals with trustworthy, multimodal AI tools that enhance clinical decision-making in dermatology. By combining dermoscopic imaging with patient metadata, we deliver insights that are not only accurate but also contextually informed — helping clinicians detect and classify skin conditions with confidence and clarity.
Our Team
People who turn research into reliable software
Engineering Stack
Modern technologies powering our AI solutions
Governance & Quality
Our commitment to excellence through structured processes and ethical AI practices
Dataset Versioning
Complete Audit Trails
Every dataset change is tracked with comprehensive versioning, experiment lineage, and full audit trails through MLflow integration.
Key Features
Bias Monitoring
Fairness & Equality
Continuous monitoring with calibration curves and comprehensive per-subgroup metrics to ensure equitable AI outcomes across all demographics.
Key Features
Privacy Protection
Security First
PHI-safe workflows with robust encryption, role-based access controls, and full compliance with healthcare regulations like HIPAA.
Key Features
Collaborate with us
Interested in research partnerships, Building-AI applications, Talk-Tech, clinical pilots, or security reviews? We’d love to talk.