This repository consists of additional materials for the paper accepted to the Sixth International Conference on Research in Intelligent Computing in Engineering (RICE-2021) https://riceconference.in/
Nghia Duong-Trung, Dung Ngoc Le Ha, Hiep Xuan Huynh (2021). Classification-Segmentation Pipeline for MRI via Transfer Learning and Residual Networks. The 6th International Conference on Research in Intelligent Computing in Engineering (RICE 2021). Annals of Computer Science and Information Systems, Volume 27. June 3-4, 2021. Binh Duong, Vietnam.
Paper: https://annals-csis.org/Volume_27/drp/14.html
https://www.kaggle.com/mateuszbuda/lgg-mri-segmentation
We adapt it from https://github.com/nabsabraham/focal-tversky-unet/blob/master/losses.py
tf: 2.4.1
np: 1.19.5
pd: 1.1.5
seaborn: 0.11.1
cv2: 4.1.2
sklearn: 0.22.2.post1