Joshua T. Vogelstein | |
---|---|
Born | Joshua T. Vogelstein 1980 (age 43–44) United States |
Parent | Bert Vogelstein |
Alma mater | Washington University in St. Louis Johns Hopkins University |
Known for | Connectomics, Graph theory |
Spouse | Kathryn Vogelstein |
Children | 3 |
Awards | F1000 Prime Recommended (2014),[1] Spotlight, Neural Information Processing Systems (2013), |
Scientific career | |
Institutions | Johns Hopkins University Biomedical Engineering |
Thesis | OOPSI: A family of optimal optical spike inference algorithms for inferring neural connectivity from population calcium imaging (2009) |
Doctoral advisor | Eric Young |
Other academic advisors | Carey Priebe |
Website | neurodata |
This article contains promotional content. (October 2023) |
A major contributor to this article appears to have a close connection with its subject. (October 2023) |
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]