BC_CNN_PyTorch

Create a CNN model for breast cancer image classification

Here, we will use the kaggle breast histopathological images (Invasive Ductal Carcinoma) as inputs to train a simple CNN model for a binary classification task (IDC_positive vs IDC_negative)

Create a simple Convolutional Neural Networks to classify breast cancer status (IDC)

• Download and load IDC data
• Create train and test set in PyTorch format
• Construct a simple CNN model
• Train the model
• Evaluate the model performances

Download Breast Histopathology Images

From: https://www.kaggle.com/datasets/paultimothymooney/breast-histopathology-images

Cited:https://pubmed.ncbi.nlm.nih.gov/27563488/