Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data
- Divya Ramamoorthy
- Kristen Severson
- et al.
- 2022
- Nat. Comput. Sci.
Publications
35 results for Soumya Ghosh
Assessment of Prediction Intervals Using Uncertainty Characteristics Curves
- Jiri Navratil
- Benjamin Elder
- et al.
- 2022
- ICML 2022
Measuring the robustness of Gaussian processes to kernel choice
- William T. Stephenson
- Soumya Ghosh
- et al.
- 2022
- AISTATS 2022
Uncertainty Quantification 360: A Hands-on Tutorial
- Soumya Ghosh
- Q. Vera Liao
- et al.
- 2022
- CODS-COMAD 2022
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
Approximate Cross-Validation for Structured Models
- Soumya Ghosh
- William T. Stephenson
- et al.
- 2020
- NeurIPS 2020
Personalized Input-Output Hidden Markov Models for Disease Progression Modeling
- Kristen A. Severson
- Lana M. Chahine
- et al.
- 2020
- MLHC 2020
Model fusion with kullback-leibler divergence
- Sebastian Claici
- Mikhail Yurochkin
- et al.
- 2020
- ICML 2020