SpectralDiffusionLab: Spectral Generation for Cancer Detection

Generates synthetic FTIR spectra using conditioned diffusion models for endoscopic cancer research.

Key Features

• Peak-Aware Diffusion: Weighted loss for biological markers
• HPC-Ready: Batch script templates for Slurm/PBS
• Medical Validation: Built-in spectral verification tools
• Multi-Class: Handles both healthy/cancerous spectra

Quick Start

Install

pip install -r requirements.txt

Generate samples

python generate.py --class 1 --steps 200 --guidance 1.5