RL for Skin Cancer Decision Support
Replicated and extended a Nature Medicine RL model for skin-lesion triage, where a missed melanoma costs far more than over-treating.
~0.96melanoma recall with the team's Dueling DQN (best epoch)
NJIT Reinforcement Learning course · Team of 3 · Replication, environment simulation, baselines, reward-matrix experiments, visualizations and presentation
- Python
- TensorFlow
- PyTorch
- Gym
- scikit-learn