X-Admix: An Interpretable Multimodal Cross-Attention Framework for Integrating Genotype, Local Ancestry, and Social Drivers of Health in Admixed African American Populations
Nahian Tahmin, Lokesh K. Chinthala, Tesfaye Mersha Baye…·Anahita Khojandi
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University of Tennessee Health Science CenterORCID 0000-0001-8807-0019Unclaimed ORCID profile · follow to get notified of new preprints
5 papers
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Nahian Tahmin, Lokesh K. Chinthala, Tesfaye Mersha Baye…·Anahita Khojandi
Franco Leonel Marsico, Silvia Buonaiuto, Ernestine Kubi Amos-Abanyie…·Vincenza Colonna
This paper uses IBD-based clustering to reveal environmental and health disparities across subcommunities in a biobank dataset.
Silvia Buonaiuto, Franco Leonel Marsico, Akram Mohammed…·Vincenza Colonna
The paper analyzes genomic data from a diverse cohort to highlight genetic diversity and disparities in disease prevalence linked to ancestry and environment.
Akram Mohammed, Pradeep S. B. Podila, Robert Lowell Davis…·Rishikesan Kamaleswaran
Franco van Wyk, Anahita Khojandi, Robert Lowell Davis, Rishikesan Kamaleswaran
This study develops machine learning models to predict sepsis onset using real-time physiological data and white blood cell counts, achieving early detection up to 3.5 hours before symptoms.