Popular repositories Loading

1. MyoMapNet MyoMapNet Public

   We implemented a FC that uses pixel-wise T1-weighted signals and corresponding inversion time to estimate T1 values from a limited number of T1-weighted images. we studied how training the model us…

   Python 18 44

2. DRAPR DRAPR Public

   We implemented a 3D (2D+time) convolutional neural network to suppress streaking artifacts from undersampled radial cine images. We trained the network using synthetic real-time radial cine images …

   Jupyter Notebook 7 47

3. ImageSharpenessMeasurement ImageSharpenessMeasurement Public

   The repository contains a source code for measuring image sharpness. Image sharpness is defined as the absolute gradient of intensity profile extracted from the normalized image.

   Python 7 1

4. Myocardial_Scar_Detection Myocardial_Scar_Detection Public

   Code for the paper "Gadolinium-Free Cardiac MRI Myocardial Scar Detection by 4D Convolution Factorization" MICCAI2023

   Python 6

5. MyoMapUnet MyoMapUnet Public

   We implemented and tested three different classes of deep learning architectures for MyoMapNet: (a) a fully connected neural network (FC), (b) convolutional neural networks (VGG19, ResNet50), and (…

   Python 3

6. ImprovingMyoMapNetT1Estimation ImprovingMyoMapNetT1Estimation Public

   Python 3