Enhancing CNN Model for Alzheimer's Classification

Job ID: 38608755

Budget: $250 – $750 USD

I'm working on a novel 2D CNN model aimed at classifying Alzheimer's Disease. While the training accuracy is impressive, I'm encountering significant issues with testing accuracy, pointing towards overfitting. I need the expertise of a seasoned machine learning professional to help enhance the model and improve testing accuracy to make my proposed model comparable/better to current models, offering some sense of novelty to the scientific community.

Key Requirements:
- In-depth understanding of CNN models and overfitting
- Proven track record in machine learning
- Experience with medical imaging data
- Strong problem-solving skills

Your role will be to assess the model, identify key areas for improvement, and implement solutions.