deerta0103 / VNet

MSc. Thesis - 3D Convolutional Neural Network for Liver Tumor Segmentation

VNet - Keras

MSc. Thesis - "3D Convolutional Neural Network for Liver Tumor Segmentation"

Implementation of Deep Learning and Computer Vision for Liver Tumor Segmentation, using the LiTS Dataset.

What I Learned

• Automatic pre-processing algorithm Medical Images in the NIfTI format with NiBabel, SciPy.
• Successfully adapted VNet (3D CNN Architecture) to Tensorflow/Keras.