HFR

PelliScope

AI for Pre-Medical Dermatology Inquiry

PelliScope is a clinical vision AI that supports lesion triage and dermatological diagnosis, providing clinicians with intelligent assistance for skin condition assessment.

Key Capabilities

  • Free skin lesion check-up to detect infectious versus non-infectious presentations.
  • Paid differential diagnosis pathway for complex skin conditions.
  • Resource-optimized AI executable on CPU-grade hardware—no GPUs required.
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Skin Lesion Analysis

AI Assessment
Clinical close-up

Close-up

Clinical context view

Context

Clinical angled view

Angled

Eczema 78%
Psoriasis 65%
Contact Dermatitis 42%

How PelliScope Works

Image Upload

Clinicians upload skin lesion images through an intuitive interface

AI Processing

CNN/Transformer pipelines analyze the image using dermatology datasets

Probability Assessment

System calculates likelihood scores for various conditions

Clinical Decision Support

Presents findings to assist (not replace) clinician diagnosis

Key Features

  • Multi-label predictions for complex dermatological conditions
  • Pluggable classifier backend (LogReg, MLP, etc.)
  • Top-K probability visualization for differential diagnosis
  • API integration for seamless workflow incorporation
  • Sample image library for testing and demonstration

Technical Specifications

  • Model Architecture: Hybrid CNN/Transformer pipelines
  • Training Data: ISIC, dermoscopy images, and proprietary datasets
  • Framework: PyTorch/TensorFlow with scikit-learn classifiers
  • Interface: Gradio UI with FastAPI backend
  • Compliance: Tele-medicine, pre-medical inquiry, and research use cases

Supported Conditions

Eczema

Chronic condition causing inflamed, itchy, cracked, and rough skin

Psoriasis

Autoimmune disease that causes raised, red, scaly patches

Tinea

Fungal skin infection causing ring-shaped rashes

Contact Dermatitis

Skin irritation from contact with allergens or irritants

Herpes Zoster

Viral infection causing painful skin rash with blisters

PelliScope Preview

See the workflow in action

Walk through a 30-second capture of the PelliScope console — from multi-angle intake to confidence-ranked triage guidance.

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