Determine the unique features for each cell category and design a model that can be used to extract these details

[Meet2304]

Objective

Identify distinguishing visual and morphological features for each cervical cell category and design a model to extract them.

Task Details

• Analyze the dataset to determine key features unique to each cell class (e.g., nucleus size, texture, shape, cytoplasm boundaries).
• Review relevant literature to support feature selection and interpretation.
• Design a model (or module) that learns and extracts these class-specific features effectively.
• Ensure the model's outputs can support interpretability and downstream decision-making.

Deliverables

• Feature analysis summary with visual or statistical evidence
• Model implementation for feature extraction
• Sample outputs or visualizations for extracted features per class