Update README.md

README.md

@@ -8,7 +8,7 @@ tags:
 - 3d-resnet
 - monai
 - oncology
-- breast-cancer
+- breast-cancera
 - sustainable-ai
 - explainable-ai
 metrics:
@@ -23,7 +23,7 @@ This repository contains the "Better Model" (Phase 3) for breast cancer classifi
 ## Key Engineering Breakthroughs (Phase 3)
 - **Instance Normalization Integration:** Replaced Batch Normalization with **InstanceNorm 3D**. This critical fix allows the model to maintain stable gradients even with a Batch Size of 1, preventing the collapse observed in earlier versions.
 - **Dynamic Temporal Fusion:** Uses a Multi-Stream approach where the Kinetic stream processes a variable number of post-contrast phases.
-- **Improved Temporal Aggregation:** Transitioned to **Temporal Mean Pooling** for feature fusion, providing a more robust global temporal summary compared to complex recurrent layers (LSTM/RNN) on this specific dataset volume.
+- **Improved Temporal Aggregation:** Selected Temporal Mean Pooling over Recurrent units (LSTM/RNN) to ensure a more robust global temporal summary and prevent overfitting on this specific dataset size.
 - **Explainable AI (XAI):** Full support for **3D Grad-CAM** visualization on the T2 structural stream.
 - 
 ## Mathematical & Architectural Refinement