AIMC Topic: AIDS Serodiagnosis

Clear Filters Showing 1 to 2 of 2 articles

Deep learning of HIV field-based rapid tests.

Nature medicine Jun 17, 2021
Although deep learning algorithms show increasing promise for disease diagnosis, their use with rapid diagnostic tests performed in the field has not been extensively tested. Here we use deep learning to classify images of rapid human immunodeficienc...
Humans Algorithms Sensitivity and Specificity Deep Learning HIV Infections South Africa Time and Motion Studies Rural Health Services AIDS Serodiagnosis
View on PubMed DOI

Domain-Scan: Combinatorial Sero-Diagnosis of Infectious Diseases Using Machine Learning.

Frontiers in immunology Feb 10, 2021
The presence of pathogen-specific antibodies in an individual's blood-sample is used as an indication of previous exposure and infection to that specific pathogen (e.g., virus or bacterium). Measurement of the diagnostic antibodies is routinely achie...
Humans Machine Learning Communicable Diseases HIV Infections Peptide Library Peptide Fragments Epitopes Amino Acid Sequence Oligonucleotides Hepatitis C Serologic Tests High-Throughput Nucleotide Sequencing DNA Barcoding, Taxonomic Base Sequence Polymerase Chain Reaction Hepatitis C Antibodies HIV Core Protein p24 Genetic Vectors HIV Antibodies AIDS Serodiagnosis Antigen-Antibody Reactions DNA, Recombinant HIV Envelope Protein gp160 Hepatitis C Antigens
View on PubMed DOI
Popular Topics
Recent Journals