no code implementations • 18 Mar 2023 • Saptarshi Purkayastha, Rohan Isaac, Sharon Anthony, Shikhar Shukla, Elizabeth A. Krupinski, Joshua A. Danish, Judy W. Gichoya
This helps establish a partnership between the radiologist user and a user-specific AI model.
no code implementations • 16 Nov 2021 • Ramon Correa, Jiwoong Jason Jeong, Bhavik Patel, Hari Trivedi, Judy W. Gichoya, Imon Banerjee
The use of artificial intelligence (AI) in healthcare has become a very active research area in the last few years.
no code implementations • 23 Jun 2020 • Imon Banerjee, Priyanshu Sinha, Saptarshi Purkayastha, Nazanin Mashhaditafreshi, Amara Tariq, Jiwoong Jeong, Hari Trivedi, Judy W. Gichoya
To test the performance of the two top models for CXR COVID-19 diagnosis on external datasets to assess model generalizability.
no code implementations • 17 Mar 2020 • A. K. Bhavani Singh, Mounika Guntu, Ananth Reddy Bhimireddy, Judy W. Gichoya, Saptarshi Purkayastha
In the United States, 25% or greater than 200 billion dollars of hospital spending accounts for administrative costs that involve services for medical coding and billing.
no code implementations • 28 Dec 2019 • Siddhartha Nuthakki, Sunil Neela, Judy W. Gichoya, Saptarshi Purkayastha
In this paper, we report the performance of a natural language processing model that can map clinical notes to medical codes, and predict final diagnosis from unstructured entries of history of present illness, symptoms at the time of admission, etc.