34 citations · 46 across the 9 of their papers we have counts for
4 papers · 1 filter
Towards Fairness in Classifying Medical Conversations into SOAP Sections
Elisa Ferracane, Sandeep Konam
As machine learning algorithms are more widely deployed in healthcare, the question of algorithmic fairness becomes more critical to examine. Our work seeks to identify and underst…
Weakly Supervised Medication Regimen Extraction from Medical Conversations
Dhruvesh Patel, Sandeep Konam, Sai P. Selvaraj
Automated Medication Regimen (MR) extraction from medical conversations can not only improve recall and help patients follow through with their care plan, but also reduce the docum…
Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations
Benjamin Schloss, Sandeep Konam
Summaries generated from medical conversations can improve recall and understanding of care plans for patients and reduce documentation burden for doctors. Recent advancements in a…
ASR Error Correction and Domain Adaptation Using Machine Translation
Anirudh Mani, Shruti Palaskar, Nimshi Venkat Meripo +2
Off-the-shelf pre-trained Automatic Speech Recognition (ASR) systems are an increasingly viable service for companies of any size building speech-based products. While these ASR sy…