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tofec's Projects

aladdin icon aladdin

Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment

brachyandai icon brachyandai

A list of machine and deep learning publications in interventional radiotherapy and related fields

cf icon cf

Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications

cpputils icon cpputils

code necessary for BodyOutlineDelineation project

interpret icon interpret

Fit interpretable models. Explain blackbox machine learning.

medicalphysics19_altis icon medicalphysics19_altis

Repository with some useful material used in the paper: Azael Sousa et al., "ALTIS: A Fast and Automatic Lung and Trachea CT-Image Segmentation Method", Medical Physics Journal 2019.

pyradiomics icon pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

radiomicsmm icon radiomicsmm

MR based local failure estimation of brain metastases in malignant melanoma

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