Machine Learning for Medical Imaging

These notebooks show how to use TensorFlow and Apache Beam to preprocess and analyze medical imaging data.

Files in this repoository

preprocessing-medical-images-with-apache-beam.ipynb: This notebook demonstrates how to use Apache Beam to convert CT scan images (in the DICOM format) into TensorFlow's TFRecords format.

using-tfrecords-to-train-resnet50-in-tensorflow.ipynb: This notebook uses TFRecords containing x-rays to train a ResNet50 model in TensorFlow.

All of my public Kaggle notebooks are available at: https://www.kaggle.com/spiroganas/notebooks