All Outputs (2)

Bridging the Language Gap in FND Care: A Comparative Analysis of Neurologists and Psychologists (2024)
Presentation / Conference
Mashuk, M. S., Shumit, S., Yang, L., Daniela, D., Matthew, S., Lana, L., …Mohan Raj, R. (2024, July). Bridging the Language Gap in FND Care: A Comparative Analysis of Neurologists and Psychologists. Poster presented at 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Disney's Coronado Springs, Orlando, Florida, USA

This study compares the communication in Functional Neurological Disorder (FND) care between neurologists and psychologists through VADER sentiment analysis and LDA topic modeling. It reveals a stark contrast in language use: neurologists prefer clin... Read More about Bridging the Language Gap in FND Care: A Comparative Analysis of Neurologists and Psychologists.

Harnessing NLP for enhanced extraction of functional neurological disorder (FND) terminologies from clinical reports (2023)
Presentation / Conference
Mashuk, M. S., Kamilla, K., Yang, L., Daniela, D., Ashley, W., Shumit, S., …Matthew, S. (2023, June). Harnessing NLP for enhanced extraction of functional neurological disorder (FND) terminologies from clinical reports. Poster presented at IDSAI Advances in Data Science and AI Conference 2023, University of Manchester

Functional Neurological Disorder (FND) is a complex condition that presents significant diagnostic and management challenges for healthcare professionals. This study investigates the variability in FND terminology used across different professional g... Read More about Harnessing NLP for enhanced extraction of functional neurological disorder (FND) terminologies from clinical reports.