Samarth Rawal

According to our database1, Samarth Rawal authored at least 9 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2023
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

2022
Assessing Robustness of EEG Representations under Data-shifts via Latent Space and Uncertainty Analysis.
CoRR, 2022

Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
SCORE-IT: A Machine Learning-based Tool for Automatic Standardization of EEG Reports.
CoRR, 2021

Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.
Proceedings of the Machine Learning for Health, 2021

2020
Multi-Perspective Semantic Information Retrieval.
CoRR, 2020

Multi-Perspective Semantic Information Retrieval in the Biomedical Domain.
CoRR, 2020

Semi-Automated Clinical Lexicon Induction and Its Use in Cohort Selection from Clinical Notes.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

2019
Developing and Using Special-Purpose Lexicons for Cohort Selection from Clinical Notes.
CoRR, 2019


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