ramyh

Pinned Repositories

• 3d-mri-brain-tumor-segmentation-using-autoencoder-regularization

  Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).

  Language:Jupyter Notebook00

• 3D-Unet--Tensorflow

  3D Unet for Isointense Infant Brain Image Segmentation

  Language:Python00

• Attention-Gated-Networks

  Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

  Language:Python10

• Epileptic-Seizure-Detection

  Epileptic Seizure Detection: A Deep Learning Approach

  Language:Jupyter Notebook148

• Epileptic-Seizure-Prediction

  This repository demonstrates how to accurately predict the Time-series EEG data for Epileptic Seizure Prediction

  Language:Jupyter Notebook11

• MRI-to-PET-Translation

  3D encoder-decoder networks to predict Brain PET from multi-contrast MRI

  20

• Robust_PD_Detection

  This repository demonstrates how to accurately recognize the different types of acoustic PD signals in noisy environments. The results are very interesting; the proposed method achieves classification accuracies in the range 99.33%-100.00% for noise-corrupted data of SNR -40:30dB.

  Language:MATLAB60

• SC-GAN

  SC-GAN: 3D self-attention conditional GAN with spectral normalization for multi-modal neuroimaging synthesis

  Language:Python1001

• Simple_PD_Classification

  This Repository includes the codes and discussions that are related to the conference paper entitled "Computationally Efficient Detection Method for Acoustic Partial Discharge Signals".

  Language:MATLAB90

ramyh's Repositories