most citedTen Quick Tips for Deep Learning in Biology

47 citations · 112 across the 6 of their papers we have counts for

collaborators

6 papers

q-bio.BM2022★ 23 cited

The Coming of Age of Nucleic Acid Vaccines during COVID-19

Halie M. Rando, Ronan Lordan, Likhitha Kolla +8

In the 21st century, several emergent viruses have posed a global threat. Each pathogen has emphasized the value of rapid and scalable vaccine development programs. The ongoing SAR…

q-bio.OT2022★ 22 cited

Application of Traditional Vaccine Development Strategies to SARS-CoV-2

Halie M. Rando, Ronan Lordan, Alexandra J. Lee +7

Over the past 150 years, vaccines have revolutionized the relationship between people and disease. During the COVID-19 pandemic, technologies such as mRNA vaccines have received at…

q-bio.QM2022

Using genome-wide expression compendia to study microorganisms

Alexandra J. Lee, Taylor Reiter, Georgia Doing +3

A gene expression compendium is a heterogeneous collection of gene expression experiments assembled from data collected for diverse purposes. The widely varied experimental conditi…

q-bio.OT2021★ 47 cited

Ten Quick Tips for Deep Learning in Biology

Benjamin D. Lee, Anthony Gitter, Casey S. Greene +17

Machine learning is a modern approach to problem-solving and task automation. In particular, machine learning is concerned with the development and applications of algorithms that…

q-bio.QM2021★ 18 cited

Identification and Development of Therapeutics for COVID-19

Halie M. Rando, Nils Wellhausen, Soumita Ghosh +21

After emerging in China in late 2019, the novel Severe acute respiratory syndrome-like coronavirus 2 (SARS-CoV-2) spread worldwide and as of early 2021, continues to significantly…

q-bio.QM2021★ 2 cited

Pathogenesis, Symptomatology, and Transmission of SARS-CoV-2 through Analysis of Viral Genomics and Structure

Halie M. Rando, Adam L. MacLean, Alexandra J. Lee +31

The novel coronavirus SARS-CoV-2, which emerged in late 2019, has since spread around the world and infected hundreds of millions of people with coronavirus disease 2019 (COVID-19)…