6 papers
PLeDO: Pain Level Detection for Osteoarthritis from EMR Data
Yuhao Chen, Jiahao Cai, Nafiz Sadman +3
Osteoarthritis (OA) is a progressive chronic joint disease resulting in a breakdown of articular cartilage and bone when damaged joint tissues are not able to normally repair thems…
Interpreting Biomedical VLMs on High-Imbalance Out-of-Distributions: An Insight into BiomedCLIP on Radiology
Nafiz Sadman, Farhana Zulkernine, Benjamin Kwan
In this paper, we construct two research objectives: i) explore the learned embedding space of BiomedCLIP, an open-source large vision language model, to analyse meaningful class s…
SDA-GRIN for Adaptive Spatial-Temporal Multivariate Time Series Imputation
Amir Eskandari, Aman Anand, Drishti Sharma +1
In various applications, the multivariate time series often suffers from missing data. This issue can significantly disrupt systems that rely on the data. Spatial and temporal depe…
Survey: Transformer-based Models in Data Modality Conversion
Elyas Rashno, Amir Eskandari, Aman Anand +1
Transformers have made significant strides across various artificial intelligence domains, including natural language processing, computer vision, and audio processing. This succes…
Leveraging Large Language Models for Patient Engagement: The Power of Conversational AI in Digital Health
Bo Wen, Raquel Norel, Julia Liu +3
The rapid advancements in large language models (LLMs) have opened up new opportunities for transforming patient engagement in healthcare through conversational AI. This paper pres…
Comparative Analysis of Open-Source Language Models in Summarizing Medical Text Data
Yuhao Chen, Zhimu Wang, Bo Wen +1
Unstructured text in medical notes and dialogues contains rich information. Recent advancements in Large Language Models (LLMs) have demonstrated superior performance in question a…