Search results
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Title
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Content and sentiment surveillance (CSI) : A critical component for modeling modern epidemics
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Author
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Janies, Daniel, Chen, Shi, Zhang, Dongsong
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Date Created
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2023
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Subjects--Topical
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Communicable diseases, Biology
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Description
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Comprehensive surveillance systems are the key to provide accurate data for effective modeling. Traditional symptom-based case surveillance has been joined with recent genomic, serologic, and environment surveillance to provide more integrated dis...
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Title
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Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination
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Author
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Thill, Jean-Claude, Janies, Daniel, Chen, Shi
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Date Created
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2022
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Subjects--Topical
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COVID-19 (Disease), Vaccination
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Description
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In Spring 2021, the highly transmissible SARS-CoV-2 Delta variant began to cause increases in cases, hospitalizations, and deaths in parts of the United States. At the time, with slowed vaccination uptake, this novel variant was expected to increa...
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Title
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Twinkle twinkle brittle star : the draft genome of Ophioderma brevispinum (Echinodermata: Ophiuroidea) as a resource for regeneration research
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Author
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Janies, Daniel, Machado, Denis Jacob, Reid, Robert, Kofsky, Janice
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Date Created
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2022
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Subjects--Topical
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Genomics, Biology
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Description
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Background Echinoderms are established models in experimental and developmental biology, however genomic resources are still lacking for many species. Here, we present the draft genome of Ophioderma brevispinum, an emerging model organism in the f...
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Title
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Exploring feasibility of multivariate deep learning models in predicting COVID-19 epidemic
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Author
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Thill, Jean-Claude, Janies, Daniel, Chen, Shi, Paul, Rajib
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Date Created
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2021
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Subjects--Topical
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Deep learning (Machine learning), COVID-19 (Disease)
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Description
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Background: Mathematical models are powerful tools to study COVID-19. However, one fundamental challenge in current modeling approaches is the lack of accurate and comprehensive data. Complex epidemiological systems such as COVID-19 are especially...
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Title
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A novel machine learning framework for comparison of viral COVID-19–related Sina Weibo and Twitter posts : workflow development and content analysis
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Author
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Chen, Shi, Zhou, Lina, Song, Yunya, Xu, Qian, Wang, Ping, Wang, Kanlun, Ge, Yaorong, Janies, Daniel
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Date Created
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2021
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Subjects--Topical
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COVID-19 (Disease), Twitter (Firm), Social media, Machine learning
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Description
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Background: Social media plays a critical role in health communications, especially during global health emergencies such as the current COVID-19 pandemic. However, there is a lack of a universal analytical framework to extract, quantify, and comp...
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Title
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Active Notch signaling is required for arm regeneration in a brittle star
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Author
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Janies, Daniel, Machado, Denis Jacob, Reid, Robert
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Date Created
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2020
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Subjects--Topical
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Genomics, Biology
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Description
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Cell signaling pathways play key roles in coordinating cellular events in development. The Notch signaling pathway is highly conserved across all multicellular animals and is known to coordinate a multitude of diverse cellular events, including pr...
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Title
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Patch dynamics modeling framework from pathogens' perspective : Unified and standardized approach for complicated epidemic systems
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Author
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Janies, Daniel, Chen, Shi, Lo, Eugenia, Dulin, Michael
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Date Created
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2020
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Subjects--Topical
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Communicable diseases, Biology
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Description
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Mathematical models are powerful tools to investigate, simulate, and evaluate potential interventions for infectious diseases dynamics. Much effort has focused on the Susceptible-Infected-Recovered (SIR)-type compartment models. These models consi...
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Title
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Updated phylogeny of chikungunya virus suggests lineage-specific RNA architecture
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Author
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Janies, Daniel
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Date Created
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2019
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Subjects--Topical
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Communicable diseases, Biology
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Description
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Chikungunya virus (CHIKV), a mosquito-borne alphavirus of the family Togaviridae, has recently emerged in the Americas from lineages from two continents: Asia and Africa. Historically, CHIKV circulated as at least four lineages worldwide with both...
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Title
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A new strategy to infer circularity applied to four new complete frog mitogenomes
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Author
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Machado, Denis Jacob, Janies, Daniel, Brouwer, Cory, Grant, Taran
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Date Created
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2018
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Subjects--Topical
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Genomics, Amphibians, Bioinformatics
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Description
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We applied a novel strategy to infer sequence circularity and complete assembly of four mitochondrial genomes (mitogenomes) of the frog families Bufonidae (Melanophryniscus moreirae), Dendrobatidae (Hyloxalus subpunctatus and Phyllobates terribili...
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Title
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Integration of phylogenomics and molecular modeling reveals lineage-specific diversification of toxins in scorpions
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Author
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Janies, Daniel, Rush, Nathaniel, Witter, Zachary, Williams, John
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Date Created
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2018
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Subjects--Topical
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Genomics, Biology
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Description
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Scorpions have evolved a variety of toxins with a plethora of biological targets, but characterizing their evolution has been limited by the lack of a comprehensive phylogenetic hypothesis of scorpion relationships grounded in modern, genome-scale...