David H. Alexander
David Alexander works on applications of deep learning in genomics as a member of the Brain Genomics Team. Before joining Google, he led a team of data scientists and software engineers at Pacific Biosciences. His research interests include computational statistics, machine learning, and programming languages. He received his Ph.D. from UCLA's Department of Biomathematics, under the supervision of Professor Kenneth Lange.
Authored Publications
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Google
A deep learning approach to pattern recognition for short DNA sequences
Akosua Busia
Clara Fannjiang
Lizzie Dorfman
Mark DePristo
bioArxiv (2018)
A universal SNP and small-indel variant caller using deep neural networks
Scott Schwartz
Dan Newburger
Jojo Dijamco
Nam Nguyen
Pegah T. Afshar
Sam S. Gross
Lizzie Dorfman
Mark A. DePristo
Nature Biotechnology (2018)
