Scholar
Satrajit Ghosh
Google Scholar ID: QnYCqUsAAAAJ
Senior Research Scientist, MIT; Assistant Professor, HMS
Citations & Impact
Citations
18,943
H-index
52
i10-index
114
Publications
20
Co-authors
53
list available
Publications
Resume (English only)
Academic Achievements
- 1. Identifying bias in models that detect vocal fold paralysis from audio recordings using explainable machine learning and clinician ratings (PLOS Digital Health, 2024)
- 2. Integrated platform for multiscale molecular imaging and phenotyping of the human brain (Science, 2024)
- 3. Automated assessment of psychiatric disorders using speech: A systematic review (Laryngoscope Investig Otolaryngol, 2020)
- 4. Mapping the human subcortical auditory system using histology, post mortem MRI and in vivo MRI at 7T (Elife, 2019)
- 5. Functional gradients of the cerebellum (Elife, 2018)
- 6. Distributed Weight Consolidation: A Brain Segmentation Case Study (Neural Information Processing Systems, 2018)
- 7. Predicting treatment response in social anxiety disorder from functional magnetic resonance imaging (JAMA, 2013)
Research Experience
- 1. Research interests span computer science and neuroimaging, specifically in applied machine learning, signal processing, and translational medicine.
- 2. Current research portfolio brings together speech, brain imaging, and neuroinformatics to address gaps in scientific knowledge in three areas:
- a) Speech and clinical applications
- b) Machine learning for personalized medicine
- c) Neuroinformatics and reproducible research
- 3. The research group develops robust, predictive models around human health and novel analytic platforms, and establishes collaborations across disciplines.
Education
- No detailed educational background provided
Background
- Director of Open Data in Neuroscience Initiative and a Senior Research Scientist at the McGovern Institute for Brain Research at MIT, an Assistant Professor of Otolaryngology - Head and Neck Surgery at Harvard Medical School, and a faculty member in the Speech and Hearing Biosciences and Technology program in the Harvard Division of Medical Sciences. Trained as a computer scientist and computational neuroscientist.
Miscellany
- Personal interests and hobbies not explicitly mentioned in the provided information
