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Machine learning-based library design improves packaging and diversity of adeno-associated virus (AAV) libraries
View ORCID ProfileDanqing Zhu, David H. Brookes, Akosua Busia, Ana Carneiro, View ORCID ProfileClara Fannjiang, Galina Popova, David Shin, Edward F. Chang, Tomasz J. Nowakowski, View ORCID ProfileJennifer Listgarten, View ORCID ProfileDavid. V. Schaffer
doi: https://doi.org/10.1101/2021.11.02.467003
Danqing Zhu
1California Institute for Quantitative Biosciences, University of California, Berkeley, CA, USA
Ph.D.David H. Brookes
2Biophysics Graduate Group, University of California, Berkeley, CA, USA
Ph.D.Akosua Busia
3Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
Ana Carneiro
4Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, USA
Clara Fannjiang
3Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
Galina Popova
5Department of Anatomy, University of California, San Francisco, CA, USA
6Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, USA
7Eli and Edythe Broad Center for Regeneration Medicine and Stem Cell Research, University of California, San Francisco, CA, USA
Ph.D.David Shin
5Department of Anatomy, University of California, San Francisco, CA, USA
6Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, USA
7Eli and Edythe Broad Center for Regeneration Medicine and Stem Cell Research, University of California, San Francisco, CA, USA
Edward F. Chang
8Department of Neurological Surgery, University of California, San Francisco, CA, USA
MDTomasz J. Nowakowski
5Department of Anatomy, University of California, San Francisco, CA, USA
6Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, USA
7Eli and Edythe Broad Center for Regeneration Medicine and Stem Cell Research, University of California, San Francisco, CA, USA
8Department of Neurological Surgery, University of California, San Francisco, CA, USA
9Weill Institute for Neurosciences, University of California at San Francisco, San Francisco, CA, USA
Ph.D.Jennifer Listgarten
3Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
10Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA
Ph.D.David. V. Schaffer
1California Institute for Quantitative Biosciences, University of California, Berkeley, CA, USA
4Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, USA
11Department of Bioengineering, University of California, Berkeley, California, CA, USA
12Department of Molecular and Cell Biology, University of California, Berkeley, California, USA
13Helen Wills Neuroscience Institute, University of California, Berkeley, CA, 94720, USA
14Innovative Genomics Institute (IGI), University of California, Berkeley, California, USA
Ph.D.Article usage
Posted November 04, 2021.
Machine learning-based library design improves packaging and diversity of adeno-associated virus (AAV) libraries
Danqing Zhu, David H. Brookes, Akosua Busia, Ana Carneiro, Clara Fannjiang, Galina Popova, David Shin, Edward F. Chang, Tomasz J. Nowakowski, Jennifer Listgarten, David. V. Schaffer
bioRxiv 2021.11.02.467003; doi: https://doi.org/10.1101/2021.11.02.467003
Machine learning-based library design improves packaging and diversity of adeno-associated virus (AAV) libraries
Danqing Zhu, David H. Brookes, Akosua Busia, Ana Carneiro, Clara Fannjiang, Galina Popova, David Shin, Edward F. Chang, Tomasz J. Nowakowski, Jennifer Listgarten, David. V. Schaffer
bioRxiv 2021.11.02.467003; doi: https://doi.org/10.1101/2021.11.02.467003
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