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ISGlobal
- Barcelona, Spain
- in/manuelgug
Pinned Loading
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TES-FC
TES-FC PublicTES-FC (Therapeutic Efficacy Studies Failure Classifier) is a Nextflow pipeline for detecting treatment failure in malaria longitudinal studies using genomic data analysis and machine learning.
R
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ML_disease_prediction_microbiome
ML_disease_prediction_microbiome PublicDisease Prediction Using Machine Learning on Microbiome Data
Jupyter Notebook 2
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ML_Allergen_Classifier
ML_Allergen_Classifier PublicA machine learning model to identify protein allergens from amino acid sequences
Jupyter Notebook 1
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microbiome-interpol-hotspots
microbiome-interpol-hotspots PublicA spatial analysis workflow demonstrating interpolation, hotspot detection and community composition analysis using real microbiome data from the Earth Microbiome Project.
HTML
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microbiome-spatial-analysis
microbiome-spatial-analysis PublicA comprehensive R pipeline for modeling microbial diversity patterns using real environmental data layers, spatial statistics and machine learning approaches.
HTML
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network-analysis-of-microbiomes
network-analysis-of-microbiomes PublicNetwork ecology workflow demonstrating co-occurrence pattern analysis, network topology comparison, and community structure visualization using real microbiome data from the Earth Microbiome Project.
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