Aura Puche's repositories
brain-segmentation-pytorch
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
brain-tumor-mri-dataset
Utilities to download and load an MRI brain tumor dataset with Python, providing 2D slices, tumor masks and tumor classes.
cs-video-courses
List of Computer Science courses with video lectures.
data-science-complete-tutorial
For extensive instructor led learning
Git-Devops
Taller de GIT para bootcamp Devops
global2020
Brainhack Global 2020
Hippocampal-Volume-Quantification-in-Alzheimer-Progression
Built an end-to-end AI system which features a deep learning algorithm that integrates into a clinical-grade viewer and automatically measures hippocampal volumes of new patients, as their studies are committed to the clinical imaging archive.
jidt
JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems
leaddbs
Lead-DBS is a scientific toolbox facilitating deep brain stimulation electrode locations and connectomic imaging.
neuralBlack
A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework
neurodocker
Generate custom Docker and Singularity images, and minimize existing containers
pynetdicom
A Python implementation of the DICOM networking protocol
PyTorchMedicalAI
This is the hands-on deep learning tutorial series for the 2018/2019 Medical AI course by DeepOncology AI.
SlicerNetstim
Collection of 3D Slicer modules mainly focused on deep brain stimulation applications.
statsmodels
Statsmodels: statistical modeling and econometrics in Python
Web-Dev-For-Beginners
24 Lessons, 12 Weeks, Get Started as a Web Developer
xnat-docker-compose
Build an XNAT server configuration with Docker Compose