Deployment Ready (AUC 0.863)

Dermatology AI.
Redefined.

A clinically-validated, multi-instance learning platform built to mimic real-world dermatologist workflows.

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450+
Real Clinical Cases
Validated Dataset
0.863
Top-1 AUC
Diagnostic Accuracy
1-3
Images Per Case
Multi-Instance Learning

How Clinicians Actually Work

Standard AI models expect a single, perfectly framed image. But in real tele-dermatology, patients submit multiple photos of varying quality, angles, and lighting.

PelliScope solves this. We implemented an Attention-Based Multi-Instance Learning (MIL) architecture. The neural network learns to "look" at all 3 photos simultaneously, paying the highest attention to the clearest diagnostic features—exactly how a human doctor evaluates a case.

  • Outperforms generic LLMs (GPT-4V, Gemini Pro) in specialized differential diagnosis.
  • Designed specifically for GCC and US Telemedicine workflows.
  • Pre-consultation triage to reduce clinician fatigue.