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Found 12 papers, 4 papers with code
Ten Quick Tips for Deep Learning in Biology
In particular, machine learning is concerned with the development and applications of algorithms that can recognize patterns in data and use them for predictive modeling.
Pathogenesis, Symptomatology, and Transmission of SARS-CoV-2 through Analysis of Viral Genomics and Structure
While this viral species was unknown prior to January 2020, its similarity to other coronaviruses that infect humans has allowed for rapid insight into the mechanisms that it uses to infect human hosts, as well as the ways in which the human immune system can respond.
The Coming of Age of Nucleic Acid Vaccines during COVID-19
During the COVID-19 pandemic, these DNA and RNA vaccines have facilitated the development and deployment of vaccines at an unprecedented pace.
Recommendations to enhance rigor and reproducibility in biomedical research
Computational methods have reshaped the landscape of modern biology.
The importance of transparency and reproducibility in artificial intelligence research
In their study, McKinney et al. showed the high potential of artificial intelligence for breast cancer screening.
Applications
Identification and Development of Therapeutics for COVID-19
A number of potential therapeutics against SARS-CoV-2 and the resultant COVID-19 illness were rapidly identified, leading to a large number of clinical trials investigating a variety of possible therapeutic approaches being initiated early on in the pandemic.
Dietary Supplements and Nutraceuticals Under Investigation for COVID-19 Prevention and Treatment
Coronavirus disease 2019 (COVID-19) has caused global disruption and a significant loss of life.
Beyond Low Earth Orbit: Biomonitoring, Artificial Intelligence, and Precision Space Health
Human space exploration beyond low Earth orbit will involve missions of significant distance and duration.
Beyond Low Earth Orbit: Biological Research, Artificial Intelligence, and Self-Driving Labs
Space biology research aims to understand fundamental effects of spaceflight on organisms, develop foundational knowledge to support deep space exploration, and ultimately bioengineer spacecraft and habitats to stabilize the ecosystem of plants, crops, microbes, animals, and humans for sustained multi-planetary life.
Using genome-wide expression compendia to study microorganisms
A gene expression compendium is a heterogeneous collection of gene expression experiments assembled from data collected for diverse purposes.
Molecular and Serologic Diagnostic Technologies for SARS-CoV-2
These two categories of tests provide different perspectives valuable to understanding the spread of SARS-CoV-2.
Application of Traditional Vaccine Development Strategies to SARS-CoV-2
Subunit vaccines contain instead an isolated, immunogenic component of the virus.
