Search results | J. Murrey Atkins Library

Title: Exploring feasibility of multivariate deep learning models in predicting COVID-19 epidemic
Author: Thill, Jean-Claude, Janies, Daniel, Chen, Shi, Paul, Rajib
Date Created: 2021
Subjects--Topical: Deep learning (Machine learning), COVID-19 (Disease)
Description: 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...

Title: 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
Author: Thill, Jean-Claude, Janies, Daniel, Chen, Shi
Date Created: 2022
Subjects--Topical: COVID-19 (Disease), Vaccination
Description: 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...

Title: Modeling Plasmodium falciparum diagnostic test sensitivity using machine learning with histidine-rich protein 2 variants
Author: Ford, Colby, Janies, Daniel, Alemayehu, Gezahegn, Lo, Eugenia, Blackburn, Kayla, Lopez, Karen, Dieng, Cheikh Cambel, Golassa, Lemu
Subjects--Topical: Malaria, Plasmodium falciparum
Description: Malaria, predominantly caused by Plasmodium falciparum, poses one of largest and most durable health threats in the world. Previously, simplistic regression-based models have been created to characterize malaria rapid diagnostic test performance, ...

Title: FLAVi : an enhanced annotator for viral genomes of Flaviviridae
Author: Machado, Denis Jacob, Schneider, Adriano, Guirales, Sayal, Janies, Daniel
Subjects--Topical: Viruses, Phylogeny
Description: Responding to the ongoing and severe public health threat of viruses of the family Flaviviridae, including dengue, hepatitis C, West Nile, yellow fever, and Zika, demands a greater understanding of how these viruses emerge and spread. Updated phyl...

Title: A novel machine learning framework for comparison of viral COVID-19–related Sina Weibo and Twitter posts : workflow development and content analysis
Author: Chen, Shi, Zhou, Lina, Song, Yunya, Xu, Qian, Wang, Ping, Wang, Kanlun, Ge, Yaorong, Janies, Daniel
Date Created: 2021
Subjects--Topical: COVID-19 (Disease), Twitter (Firm), Social media, Machine learning
Description: 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...

Title: A new strategy to infer circularity applied to four new complete frog mitogenomes
Author: Machado, Denis Jacob, Janies, Daniel, Brouwer, Cory, Grant, Taran
Date Created: 2018
Subjects--Topical: Genomics, Amphibians, Bioinformatics
Description: 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...

Title: Fundamental evolution of all Orthocoronavirinae including three deadly lineages descendent from Chiroptera-hosted coronaviruses : SARS-CoV, MERS-CoV and SARS-CoV-2
Author: Machado, Denis Jacob, Scott, Rachel, Guirales, Sayal, Janies, Daniel
Subjects--Topical: Coronaviruses, SARS (Disease), MERS (Disease), COVID-19 (Disease)
Description: The severe acute respiratory syndrome coronavirus (SARS-CoV) emerged in humans in 2002. Despite reports showing Chiroptera as the original animal reservoir of SARS-CoV, many argue that Carnivora-hosted viruses are the most likely origin. The emerg...

Title: Fundamentals of genomic epidemiology, lessons learned from the coronavirus disease 2019 (COVID-19) pandemic, and new directions
Author: Machado, Denis Jacob, White, Richard Allen, III, Kofsky, Janice, Janies, Daniel
Subjects--Topical: COVID-19 (Disease), Epidemiology
Description: The coronavirus disease 2019 (COVID-19) pandemic was one of the significant causes of death worldwide in 2020. The disease is caused by severe acute coronavirus syndrome (SARS) coronavirus 2 (SARS-CoV-2), an RNA virus of the subfamily Orthocoronav...

Title: Tracking a serial killer : integrating phylogenetic relationships, epidemiology, and geography for two invasive meningococcal disease outbreaks
Author: Janies, Daniel, Galac, Madeline R., Kilianski, Andrew
Date Created: 2018
Subjects--Topical: Communicable diseases, Biology
Description: Background While overall rates of meningococcal disease have been declining in the United States for the past several decades, New York City (NYC) has experienced two serogroup C meningococcal disease outbreaks in 2005-2006 and in 2010-2013. The o...

Title: Sequence-based identification of Anopheles species in eastern Ethiopia
Author: Janies, Daniel, Lopez, Karen
Date Created: 2019
Subjects--Topical: Communicable diseases, Malaria
Description: Background: The recent finding of a typically non-African Anopheles species in eastern Ethiopia emphasizes the need for detailed species identification and characterization for effective malaria vector surveillance. Molecular approaches increase t...

Title: Geographical distribution of Anopheles stephensi in eastern Ethiopia
Author: Janies, Daniel, Lopez, Karen
Date Created: 2020
Subjects--Topical: Communicable diseases, Malaria
Description: Background The recent detection of the South Asian malaria vector Anopheles stephensi in Ethiopia and other regions in the Horn of Africa has raised concerns about its potential impact on malaria transmission. We report here the findings of a surv...

Title: Impact of SARS-CoV-2 vaccination of children ages 5-11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021-March 2022 : A multi-model study
Author: Janies, Daniel, Chen, Shi, Thill, Jean-Claude
Date Created: 2023
Subjects--Topical: Communicable diseases, COVID-19 (Disease)
Description: Background The COVID-19 Scenario Modeling Hub convened nine modeling teams to project the impact of expanding SARS-CoV-2 vaccination to children aged 5-11 years on COVID-19 burden and resilience against variant strains. Methods Teams contributed s...

Title: Active Notch signaling is required for arm regeneration in a brittle star
Author: Janies, Daniel, Machado, Denis Jacob, Reid, Robert
Date Created: 2020
Subjects--Topical: Genomics, Biology
Description: 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...

Title: Insecticide resistance in Anopheles stephensi in Somali Region, eastern Ethiopia
Author: Janies, Daniel, Lopez, Karen
Date Created: 2020
Subjects--Topical: Communicable diseases, Malaria
Description: Background The movement of malaria vectors into new areas is a growing concern in the efforts to control malaria. The recent report of Anopheles stephensi in eastern Ethiopia has raised the necessity to understand the insecticide resistance status...

Title: Phylogeny of echinoderm hemoglobins
Author: Janies, Daniel, Linchangco, Gregorio V., Jr.
Date Created: 2015
Subjects--Topical: Genomics, Biology
Description: Background Recent genomic information has revealed that neuroglobin and cytoglobin are the two principal lineages of vertebrate hemoglobins, with the latter encompassing the familiar myoglobin and alpha-globin/beta-globin tetramer hemoglobin, and ...

Title: Tracing origins of the Salmonella bareilly strain causing a food-borne outbreak in the United States
Author: Janies, Daniel
Date Created: 2016
Subjects--Topical: Communicable diseases, Salmonella
Description: Background. Using a novel combination of whole-genome sequencing (WGS) analysis and geographic metadata, we traced the origins of Salmonella Bareilly isolates collected in 2012 during a widespread food-borne outbreak in the United States associate...

Title: Changing of the genomic pattern of Salmonella enteritidis strains isolated in Brazil over a 48 year-period revealed by whole genome SNP analyses
Author: Janies, Daniel
Date Created: 2018
Subjects--Topical: Genomics, Salmonella
Description: Salmonella Enteritidis became the main serovar isolated from gastroenteritis cases in Brazil after the 90's. In this study we used whole genome sequence analysis to determine the phylogenetic relationships among a collection of strains isolated in...

Title: The first complete mitochondrial genome of the sand dollar Sinaechinocyamus mai (Echinoidea: Clypeasteroida)
Author: Janies, Daniel, Machado, Denis Jacob
Date Created: 2020
Subjects--Topical: Genomics, Biology
Description: Morphologic and molecular data often lead to different hypotheses of phylogenetic relationships. Such incongruence has been found in the echinoderm class Echinoidea. In particular, the phylogenetic status of the order Clypeasteroida is not well re...

Title: Phylotranscriptomic analysis uncovers a wealth of tissue inhibitor of metalloproteinases variants in echinoderms
Author: Janies, Daniel, Clouse, Ronald M., Linchangco, Gregorio V., Jr.
Date Created: 2015
Subjects--Topical: Genomics, Biology
Description: Tissue inhibitors of metalloproteinases (TIMPs) help regulate the extracellular matrix (ECM) in animals, mostly by inhibiting matrix metalloproteinases (MMPs). They are important activators of mutable collagenous tissue (MCT), which have been exte...

Title: EchinoDB, an application for comparative transcriptomics of deeply-sampled clades of echinoderms
Author: Janies, Daniel, Witter, Zachary, Linchangco, Gregorio V., Jr.
Date Created: 2016
Subjects--Topical: Genomics, Biology
Description: Background: One of our goals for the echinoderm tree of life project (http://echinotol.org) is to identify orthologs suitable for phylogenetic analysis from next-generation transcriptome data. The current dataset is the largest assembled for echin...