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University of Michigan
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CAMP-14-3-3
CAMP-14-3-3 PublicMachine learning predictor for 14-3-3 protein binding sites using sequence context, biological features, and protein language model embeddings
Jupyter Notebook
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TCR-Epitope-Binding-Prediction
TCR-Epitope-Binding-Prediction PublicEnd-to-end ML project for TCR-epitope binding prediction using VDJdb-derived data, sequence embeddings, PCA/UMAP/KMeans features, and supervised model benchmarking.
Jupyter Notebook
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Heart-Attack-Detector
Heart-Attack-Detector PublicMachine learning project for 10-year cardiovascular disease risk prediction using Framingham data and an AHA PREVENT-derived risk feature.
Jupyter Notebook
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healthcare-analytics-patient-outcomes
healthcare-analytics-patient-outcomes PublicClinical data science project analyzing patient outcomes, care pathways, and diagnosis patterns using MIMIC-IV, CMS Medicare, and GBD data.
Jupyter Notebook
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rnaseq-tutorial
rnaseq-tutorial PublicA teaching-oriented RNA-seq and scRNA-seq notebook repository prepared for the University of Michigan Michigan Biology of Cardiovascular Aging (M-BoCA) mini-symposium, guiding learners through bulk…
Jupyter Notebook 1
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Protein-Sequence-Analysis-Toolkit
Protein-Sequence-Analysis-Toolkit PublicA Python toolkit for protein sequence data processing, feature extraction, dimensionality reduction, visualization, and clustering for downstream machine learning analysis
Python
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