Aura Puche (acpuche)

acpuche

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Company:Universidad de Antioquia

Location:MedellĂ­n

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Aura Puche's repositories

brain-segmentation-pytorch

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

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brain-tumor-mri-dataset

Utilities to download and load an MRI brain tumor dataset with Python, providing 2D slices, tumor masks and tumor classes.

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brainiak

Brain Imaging Analysis Kit

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cs-video-courses

List of Computer Science courses with video lectures.

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data-science-complete-tutorial

For extensive instructor led learning

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examples

TensorFlow examples

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Git-Devops

Taller de GIT para bootcamp Devops

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global2020

Brainhack Global 2020

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hBayesDM

Hierarchical Bayesian modeling of RLDM tasks, using R & Python

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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.

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jidt

JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems

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leaddbs

Lead-DBS is a scientific toolbox facilitating deep brain stimulation electrode locations and connectomic imaging.

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multipy

Multiple hypothesis testing in Python

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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

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neurodocker

Generate custom Docker and Singularity images, and minimize existing containers

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pynetdicom

A Python implementation of the DICOM networking protocol

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PyTorchMedicalAI

This is the hands-on deep learning tutorial series for the 2018/2019 Medical AI course by DeepOncology AI.

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QC

Qoala-T is a supervised-learning tool for quality control of FreeSurfer segmented MRI data

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qsiprep

Preprocessing and reconstruction of diffusion MRI

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SlicerNetstim

Collection of 3D Slicer modules mainly focused on deep brain stimulation applications.

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statsmodels

Statsmodels: statistical modeling and econometrics in Python

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teneto

Temporal Network Tools

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Web-Dev-For-Beginners

24 Lessons, 12 Weeks, Get Started as a Web Developer

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xnat-docker-compose

Build an XNAT server configuration with Docker Compose

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