Uncertainty Quantification 360: A Hands-on Tutorial
- Soumya Ghosh
- Q. Vera Liao
- et al.
- 2022
- CODS-COMAD 2022
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33 results for Soumya Ghosh
Personalized Input-Output Hidden Markov Models for Disease Progression Modeling
- Kristen A. Severson
- Lana M. Chahine
- et al.
- 2020
- MLHC 2020
A Unified Staging System for Prodromal and Manifest Huntington’s disease
- A. Mohane
- Z. Sun
- et al.
- 2019
- MDS Congress 2019
Context-sensitive prediction of facial expressivity using multimodal hierarchical Bayesian neural networks
- Ajjen Joshi
- Soumya Ghosh
- et al.
- 2018
- FG 2018
Personalizing gesture recognition using hierarchical Bayesian neural networks
- Ajjen Joshi
- Soumya Ghosh
- et al.
- 2017
- CVPR 2017
Deep State Space Models for Computational Phenotyping
- Soumya Ghosh
- Yu Cheng
- et al.
- 2016
- ICHI 2016
Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data
- Divya Ramamoorthy
- Kristen Severson
- et al.
- 2022
- Nat. Comput. Sci.
A Machine-Learning Derived Huntington's Disease Progression Model: Insights for Clinical Trial Design
- Amrita Mohan
- Zhaonan Sun
- et al.
- 2021
- Movement Disorders
DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways
- Bum Chul Kwon
- Vibha Anand
- et al.
- 2021
- IEEE TVCG
Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning
- Kristen A. Severson
- Lana M. Chahine
- et al.
- 2021
- The Lancet. Digital health