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Fernando Pérez-García's Projects

resector icon resector

Algorithm to simulate resection surgery on brain MRI scans. Published in MICCAI 2020, extended in IJCARS.

resseg icon resseg

RESSEG: automatic segmentation of postoperative brain cavities on 3D MRI using deep learning.

resseg-ijcars icon resseg-ijcars

Code, data and model for Pérez-García et al. 2021, "A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections"

ressegijcars icon ressegijcars

Dummy, temporary repository. You are looking for https://github.com/fepegar/resseg-ijcars

slicer icon slicer

Multi-platform, free open source software for visualization and image computing.

slicer-update icon slicer-update

A script I use to automatically update 3D Slicer every night

slicerepisurg icon slicerepisurg

3D Slicer module to visualize the EPISURG dataset and segment postoperative brain resection cavities using deep learning.

slicerpytorch icon slicerpytorch

This extension contains only a module with some tools to install PyTorch inside Slicer, using the best possible version.

staple icon staple

Python implementation of the STAPLE segmentation algorithm

svt-web icon svt-web

Examples that illustrate how to use 3D Slicer via Jupyter notebooks in Python

tiny-diffusion icon tiny-diffusion

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.

torchio icon torchio

Medical imaging toolkit for deep learning

typer icon typer

Typer, build great CLIs. Easy to code. Based on Python type hints.

unet icon unet

"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.

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