HFR

DermAssist

HawkFranklin Research
Timpac

AI-Powered Dermatology Assistant

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

Skin Lesion Analysis

AI Assessment
Skin lesion
Eczema 78%
Psoriasis 65%
Contact Dermatitis 42%

How DermAssist 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: Research/demo only (not a diagnostic device)

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

DermAssist Preview

Tip: Place your 30s preview at assets/video/dermassist_preview.mp4 (MP4/H.264 recommended).

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