Publications

For up to date list see my Google Scholar page

2026

Anterior’s Approach to Fairness Evaluation of Automated Prior Authorization System

Sai P. Selvaraj, Khadija Mahmoud, and Anuj Iravane

arXiv:2603.14631

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2025

Automating the Observer OPTION-5 measure of shared decision making: Assessing validity by comparing large language models to human ratings

Sai P Selvaraj, Renata W Yen, Rachel Forcino, and 1 more author

PEC-2025: Patient Education and Counseling

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Cohort builder in Tempus Lens: Querying a large oncology database with generative AI.

Matthew West, Samuel P Heilbroner, Sai Prabhakar Pandi Selvaraj, and 8 more authors

ASCO-25: American Society of Clinical Oncology

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Patient records to timelines: A LLM-based approach for summarizing oncology patient history.

Sai Prabhakar Pandi Selvaraj, Sujoy Ganguly, Kunal Nagpal, and 7 more authors

ASCO-25: American Society of Clinical Oncology

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2024

192 Using large language models to evaluate the offer of options in clinical encounters by using a single item of observer option-5, a measure of shared decision-making

Sai Prabhakar Pandi Selvaraj, Renata W Yen, Rachel C Forcino, and 1 more author

BMJ Evidenced-Based Medicine

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Using large language models to evaluate the offer of options in clinical encounters by focusing on an item of the Observer OPTION-5 measure of shared decision-making

Sai P. Selvaraj, Robert W. Yen, Richard Forcino, and 1 more author

JMIR Preprints

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2023

Improving Summarization with Human Edits

Zonghai Yao, Benjamin J Schloss, and Sai P Selvaraj

EMNLP-23: Proceedings of main conference EMNLP, 2023

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Generating more faithful and consistent SOAP notes using attribute-specific parameters

Sanjana Ramprasad, Elisa Ferracane, and Sai P. Selvaraj

MLHC-23: Proceedings of the Machine Learning for Healthcare, MLHC, 2023

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2020

Weakly Supervised Medication Regimen Extraction from Medical Conversations

Dhruvesh Patel, Sandeep Konam, and Sai P. Selvaraj

EMNLP-20: Proceedings of the Clinical Natural Language Processing Workshop, EMNLP, 2020

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2019

Medication Regimen Extraction From Medical Conversations

Sai P. Selvaraj and Sandeep Konam

AAAI-20: Proceedings of W3PHIAI of the 34th AAAI Conference on Artificial Intelligence, 2020

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2018

Classifier Labels as Language Grounding for Explanations

Sai P. Selvaraj, Manuela Veloso, and Stephanie Rosenthal

GCAI-2018: 4th Global Conference on Artificial Intelligence

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Classifier-Based Evaluation of Image Feature Importance

Sai P. Selvaraj, Manuela Veloso, and Stephanie Rosenthal

GCAI-2018: 4th Global Conference on Artificial Intelligence

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2017

Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation

Guan-Horng Liu, Avinash Siravuru, Sai Prabhakar Selvaraj, and 2 more authors

CoRL-17: Proceedings of the 3rd Conference on Robot Learning

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Verbalization of Service Robot Experience as Explanations in Language Including Vision-Based Learned Elements

SP Selvaraj

CMU-RI 2017: Master’s Thesis, Robotics Institute, Carnegie Mellon University Pittsburgh, PA

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2016

Dynamic generation and refinement of robot verbalization

Vittorio Perera, Sai P Selvaraj, Stephanie Rosenthal, and 1 more author

RO-MAN 2016: 25th IEEE International Symposium on Robot and Human Interactive Communication

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Verbalization: Narration of Autonomous Robot Experience.

Stephanie Rosenthal, Sai P Selvaraj, and Manuela M Veloso

IJCAI-16: Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence

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