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MHerreraM's Projects

data-science-projects icon data-science-projects

Explore my diverse collection of projects showcasing machine learning, data analysis, and more. Organized by project, each directory contains code, datasets, documentation, and resources. Dive in to discover insights and techniques in data science. Reach out for collaborations and feedback.

image-registration-of-chest-ct-volumes icon image-registration-of-chest-ct-volumes

Registration was carried out using the Elastix open source software. The Matlab R2018benvironment was used to automate the registration process and evaluate the TRE of thelandmark points. The ITK-snap visualization tool was also used to visually assess theregistration results.

lava icon lava

LAVA: Granular Neuron-Level Explainable AI for Alzheimer’s Disease Assessment from Fundus Images

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

resourcebank_cv_nlp_mlops_2022 icon resourcebank_cv_nlp_mlops_2022

This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.

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