Cancer Detection Model Enhancement
Budget: $10 – $30 USD
I need an expert to improve the accuracy of a histopathologic cancer detection model. The current model needs enhancement, and I prefer using algorithm enhancement for this task.
Key Requirements:
- Improve the model's accuracy in detecting cancerous tissues.
- Use advanced techniques and methodologies for algorithm enhancement.
Ideal Skills and Experience:
- Expertise in machine learning and deep learning
- Strong background in medical image analysis
- Experience with histopathological images
- Proficiency in Python and relevant libraries (TensorFlow, Keras, PyTorch)
- Familiarity with model evaluation and performance metrics
Please provide examples of similar work and a detailed approach to how you would tackle this project.
Key Requirements:
- Improve the model's accuracy in detecting cancerous tissues.
- Use advanced techniques and methodologies for algorithm enhancement.
Ideal Skills and Experience:
- Expertise in machine learning and deep learning
- Strong background in medical image analysis
- Experience with histopathological images
- Proficiency in Python and relevant libraries (TensorFlow, Keras, PyTorch)
- Familiarity with model evaluation and performance metrics
Please provide examples of similar work and a detailed approach to how you would tackle this project.
Related categories:
Python
Matlab and Mathematica
Algorithm
Machine Learning (ML)
Data Science
Image Processing
Keras
Deep Learning