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Author Details

Alice C McHardy
Computational Biology of Infection Research, Helmholtz Centre for Infection Research
2003
136
53
PMIDPaper TitleJournal TitlePublished Year
36786404GO Bench: shared hub for universal benchmarking of machine learning-based protein functional annotations.Bioinformatics2023
37572667CYP19A1 mediates severe SARS-CoV-2 disease outcome in males.Cell Rep Med2023
37783751Challenges and opportunities in sharing microbiome data and analyses.Nat Microbiol2023
37696966A self-supervised deep learning method for data-efficient training in genomics.Commun Biol2023
37279755Pulsed antibiotic treatments of gnotobiotic mice manifest in complex bacterial community dynamics and resistance effects.Cell Host Microbe2023
36697862Questioning the fetal microbiome illustrates pitfalls of low-biomass microbial studies.Nature2023
36786404GO Bench: shared hub for universal benchmarking of machine learning-based protein functional annotations.Bioinformatics2023
37696966A self-supervised deep learning method for data-efficient training in genomics.Commun Biol2023
37783751Challenges and opportunities in sharing microbiome data and analyses.Nat Microbiol2023
37572667CYP19A1 mediates severe SARS-CoV-2 disease outcome in males.Cell Rep Med2023
37279755Pulsed antibiotic treatments of gnotobiotic mice manifest in complex bacterial community dynamics and resistance effects.Cell Host Microbe2023
36697862Questioning the fetal microbiome illustrates pitfalls of low-biomass microbial studies.Nature2023
34460382TripletProt: Deep Representation Learning of Proteins Based On Siamese Networks.IEEE/ACM Trans Comput Biol Bioinform2022
36042406Crowdsourced benchmarking of taxonomic metagenome profilers: lessons learned from the sbv IMPROVER Microbiomics challenge.BMC Genomics2022
35951662Scelestial: Fast and accurate single-cell lineage tree inference based on a Steiner tree approximation algorithm.PLoS Comput Biol2022
35320064Peptide microarrays coupled to machine learning reveal individual epitopes from human antibody responses with neutralizing capabilities against SARS-CoV-2.Emerg Microbes Infect2022
34460382TripletProt: Deep Representation Learning of Proteins Based On Siamese Networks.IEEE/ACM Trans Comput Biol Bioinform2022
35188571Rapid and accurate identification of ribosomal RNA sequences via deep learning.Nucleic Acids Res2022
36042406Crowdsourced benchmarking of taxonomic metagenome profilers: lessons learned from the sbv IMPROVER Microbiomics challenge.BMC Genomics2022
35951662Scelestial: Fast and accurate single-cell lineage tree inference based on a Steiner tree approximation algorithm.PLoS Comput Biol2022
35320064Peptide microarrays coupled to machine learning reveal individual epitopes from human antibody responses with neutralizing capabilities against SARS-CoV-2.Emerg Microbes Infect2022
35188571Rapid and accurate identification of ribosomal RNA sequences via deep learning.Nucleic Acids Res2022
32503844Neither black nor white: do altered intestinal microbiota reflect chronic liver disease severity?Gut2021
34180989EpitopeVec: linear epitope prediction using deep protein sequence embeddings.Bioinformatics2021
34020538Evaluating assembly and variant calling software for strain-resolved analysis of large DNA viruses.Brief Bioinform2021
34281604Haploflow: strain-resolved de novo assembly of viral genomes.Genome Biol2021
33532769Haploflow: Strain-resolved <i>de novo</i> assembly of viral genomes.bioRxiv2021
34042900Needs for an Integration of Specific Data Sources and Items - First Insights of a National Survey Within the German Center for Infection Research.Stud Health Technol Inform2021
33649565Tutorial: assessing metagenomics software with the CAMI benchmarking toolkit.Nat Protoc2021
33147627Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research.Brief Bioinform2021
32503844Neither black nor white: do altered intestinal microbiota reflect chronic liver disease severity?Gut2021
33217332Identification of Natural CRISPR Systems and Targets in the Human Microbiome.Cell Host Microbe2021
33323394Hepatitis C reference viruses highlight potent antibody responses and diverse viral functional interactions with neutralising antibodies.Gut2021
34795237Accurate and scalable variant calling from single cell DNA sequencing data with ProSolo.Nat Commun2021
34789871Reporting guidelines for human microbiome research: the STORMS checklist.Nat Med2021
33649565Tutorial: assessing metagenomics software with the CAMI benchmarking toolkit.Nat Protoc2021
33532769Haploflow: Strain-resolved <i>de novo</i> assembly of viral genomes.bioRxiv2021
34789871Reporting guidelines for human microbiome research: the STORMS checklist.Nat Med2021
34795237Accurate and scalable variant calling from single cell DNA sequencing data with ProSolo.Nat Commun2021
34020538Evaluating assembly and variant calling software for strain-resolved analysis of large DNA viruses.Brief Bioinform2021
34042900Needs for an Integration of Specific Data Sources and Items - First Insights of a National Survey Within the German Center for Infection Research.Stud Health Technol Inform2021
34180989EpitopeVec: linear epitope prediction using deep protein sequence embeddings.Bioinformatics2021
34281604Haploflow: strain-resolved de novo assembly of viral genomes.Genome Biol2021
33217332Identification of Natural CRISPR Systems and Targets in the Human Microbiome.Cell Host Microbe2021
33323394Hepatitis C reference viruses highlight potent antibody responses and diverse viral functional interactions with neutralising antibodies.Gut2021
33147627Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research.Brief Bioinform2021
32130896An Integrated Metagenome Catalog Reveals New Insights into the Murine Gut Microbiome.Cell Rep2020
31909794CAMITAX: Taxon labels for microbial genomes.Gigascience2020
32320654Cellular Importin-α3 Expression Dynamics in the Lung Regulate Antiviral Response Pathways against Influenza A Virus Infection.Cell Rep2020
32130896An Integrated Metagenome Catalog Reveals New Insights into the Murine Gut Microbiome.Cell Rep2020
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Collaborators

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University of California berkeley
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Center for Biotechnology (CeBiTec), Bielefeld University, Universitatsstrasse 27
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University of California
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Broad Institute of MIT and Harvard
Co-authored papers 6
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US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory
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KU Leuven - University of Leuven
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Hematology and Clinical Immunology, Heinrich Heine University Dusseldorf
Co-authored papers 3
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European Bioinformatics Institute (EMBL-EBI)
Co-authored papers 3
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Lawrence Berkeley National Laboratory
Co-authored papers 3
and the Huck Institutes of the Life Sciences, Penn State University, University Park
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University of California san francisco
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Scripps Institution of Oceanography, University of California San Diego
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