Joshua Vogelstein

Joshua T. Vogelstein
Vogelstein c. 2014
Born
Joshua T. Vogelstein

1980 (age 43–44)
United States
ParentBert Vogelstein
Alma materWashington University in St. Louis
Johns Hopkins University
Known forConnectomics, Graph theory
SpouseKathryn Vogelstein
Children3
AwardsF1000 Prime Recommended (2014),[1]

Spotlight, Neural Information Processing Systems (2013),

Spotlight, Computational and Systems Neuroscience (2008)
Scientific career
InstitutionsJohns Hopkins University
Biomedical Engineering
ThesisOOPSI: A family of optimal optical spike inference algorithms for inferring neural connectivity from population calcium imaging (2009)
Doctoral advisorEric Young
Other academic advisorsCarey Priebe
Websiteneurodata.io, jovo.me

Joshua T. Vogelstein is an American biomedical engineer. He is an Associate Professor of Biomedical Engineering at Johns Hopkins University, where he sits at the Center for Imaging Science. Vogelstein also holds joint appointments in the departments of Applied Mathematics and Statistics, Computer Science, Electrical and Computer Engineering, Biostatistics, and Neuroscience. He has appointments in the Institute for Data Intensive Engineering and Sciences, Institute for Computational Medicine, Kavli Neuroscience Discovery Institute, and the Mathematical Institute for Data Science.

His research focuses primarily on the intersection of natural and artificial intelligence. His group develops and applies high-dimensional nonlinear machine learning methods to biomedical data science challenges. They have published over 100 papers in prominent scientific and engineering journals and conferences including Nature, Science, PNAS, Neurips, and JMLR, with over 10,000 citations and an h-index over 40. They received funding from the Transformative Research Award from NIH, the NSF CAREER award, Microsoft Research, and many other government, for-profit and nonprofit organizations. He has advised over 60 trainees, and taught about 200 students in his eight years as faculty. In addition to his academic work, he co-founded Global Domain Partners, a quantitative hedge fund that was acquired by Mosaic Investment Partners in 2012, and software startup Gigantum, which was acquired by nVidia in early 2022.[2]

  1. ^ "NeuroData Awards".
  2. ^ "Gigantum".