Publications

Contributions to Research

Machine learning research powers the Abridge features that help people better understand and act upon their health.

A Mission Driven Approach to Machine Learning for Healthcare Conversation

Sandeep Konam, Shivdev Rao

Journal of Commercial Biotechnology (ISSN: 1462-8732 / eISSN 1478-565X), Vol. 26 No. 2 (2021)

View publication
View publication

Extracting Appointment Spans from Medical Conversations

Nimshi Venkat Meripo, Sandeep Konam

Accepted to the 2nd Workshop on NLP for Medical Conversations (NLPMC), NAACL 2021

View publication
View publication

Towards Fairness in Classifying Medical Conversations into SOAP Sections

Elisa Ferracane, Sandeep Konam

Trustworthy AI for Healthcare Workshop, 2021 AAAI Conference on Artificial Intelligence

View publication
View publication

Weakly Supervised Medication Regimen Extraction from Medical Conversations

Dhruvesh Patel, Sandeep Konam and Sai Prabhakar

3rd Clinical Natural Language Processing Workshop, The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

View publication
View publication

MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge

Sopan Khosla, Shikhar Vashishth, Jill Fain Lehman and Carolyn Rose

Proceedings of The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

View publication
View publication

Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations

Benjamin J Schloss, Sandeep Konam

Proceedings of Machine Learning Research, Machine Learning for Healthcare (MLHC) 2020

View publication
View publication

Towards Understanding ASR Error Correction for Medical Conversations

Anirudh Mani, Shruti Palaskar, Sandeep Konam

Proceedings of the First Workshop on Natural Language Processing for Medical Conversations of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

View publication
View publication

ASR Error Correction and Domain Adaptation Using Machine Translation

Anirudh Mani, Shruti Palaskar, Nimshi Venkat Meripo, Sandeep Konam, Florian Metze

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing

View publication
View publication

Medication Regimen Extraction From Medical Conversations

Sai Prabhakar Pandi Selvaraj and Sandeep Konam

Proceedings of the International Workshop on Health Intelligence (W3PHIAI) of the 34th AAAI Conference on Artificial Intelligence, 2020

View publication
View publication

Extracting Structured Data from Physician-Patient Conversations By Predicting Noteworthy Utterances

Kundan Krishna, Amy Pavel, Benjamin Schloss, Jeffrey Bigham and Zachary Lipton

Proceedings of the International Workshop on Health Intelligence (W3PHIAI) of the 34th AAAI Conference on Artificial Intelligence, 2020

View publication
View publication

Ready to get more from your conversations?

Get in touch, and we'll show you a real-time demo.

Get started