Biomedical Data Science Lab

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7 repositories

DeepConText112
Public
Deep continual learning pipelines for out-of-hospital medical emergencies text classification under the presence of dataset shifts.
Python
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Apache License 2.0
•0•2•0•0•Updated Oct 30, 2024Oct 30, 2024
extremiss
Public
Numerical data imputation methods for extremely missing data contexts
machine-learning classification imputation missing-data data-quality imputation-methods missing-data-imputation
Python
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Apache License 2.0
•0•3•0•0•Updated Oct 30, 2024Oct 30, 2024
dq_cancerless_analysis
Public
Code run to analyze the Data Quality (DQ) gathered within the CANCERLESS project
Jupyter Notebook
•0•0•0•0•Updated Oct 7, 2024Oct 7, 2024
trustworthy-ai
Public
A framework for developing trustworthy health AI with tutorial notebooks, including technical solutions for the different trustworthy AI requirements through the AI lifecycle
Jupyter Notebook
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GNU General Public License v3.0
•0•1•0•0•Updated Jul 12, 2024Jul 12, 2024
ai_passport
Public
AI Passport proposal for MIE 2024
Jupyter Notebook
•0•0•0•0•Updated Mar 1, 2024Mar 1, 2024
covid19-metaclustering
Public
To describe age-gender unbiased COVID-19 subphenotypes regarding severity patterns through a two-stage clustering approach using patient phenotypes and demographic features. Additional source and temporal variability assessments are included as part of data quality analyses.
data-science clustering data-visualization mexico cluster-analysis data-quality variability covid-19 covid19
HTML
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Apache License 2.0
•0•2•0•0•Updated Apr 10, 2022Apr 10, 2022
medical-imaging-datasets
Public
Medical imaging dataset
0•1•0•0•Updated Nov 19, 2020Nov 19, 2020