Samarth Rawal

According to our database, Samarth Rawal authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology.

Teja Gupta, Neeraj Wagh, Samarth Rawal, Brent M. Berry, Gregory A. Worrell, Yogatheesan Varatharajah

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.

Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Yogatheesan Varatharajah

CoRR, 2022

Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts.

Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Yogatheesan Varatharajah

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.

Samarth Rawal, Yogatheesan Varatharajah

CoRR, 2021

Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.

Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Leland Barnard, Benjamin H. Brinkmann, Gregory A. Worrell, David T. Jones, Yogatheesan Varatharajah

Proceedings of the Machine Learning for Health, 2021

2020

Multi-Perspective Semantic Information Retrieval.

Samarth Rawal, Chitta Baral

CoRR, 2020

Multi-Perspective Semantic Information Retrieval in the Biomedical Domain.

Samarth Rawal

CoRR, 2020

Semi-Automated Clinical Lexicon Induction and Its Use in Cohort Selection from Clinical Notes.

Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

2019

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

Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda

CoRR, 2019

Identification of Adverse Drug Reaction Mentions in Tweets - SMM4H Shared Task 2019.

Samarth Rawal, Siddharth Rawal, Saadat Anwar, Chitta Baral

Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019