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BioSift: A Dataset for Filtering Biomedical Abstracts for Drug Repurposing and Clinical Meta-Analysis
David Kartchner*, Irfan Al-Hussaini*, Haydn Turner*, Jennifer Deng, Shubham Lohiya, Prasanth Bathala, Cassie Mitchell
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Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models
David Kartchner, Selvi Ramalingam, Irfan Al-Hussaini, Olivia Kronick, Cassie Mitchell
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Pathology Dynamics at BioLaySumm: the trade-off between Readability, Relevance, and Factuality in Lay Summarization
Irfan Al-Hussaini, Austin Wu, Cassie Mitchell
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Towards Interpretable Seizure Detection Using Wearables
Seizure detection using machine learning is a critical problem for the timely intervention and management of epilepsy. We propose …
Irfan Al-Hussaini, Cassie S. Mitchell
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Performance and utility trade-off in interpretable sleep staging
Recent advances in deep learning have led to the development of models approaching the human level of accuracy. However, healthcare …
Irfan Al-Hussaini, Cassie S. Mitchell
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CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies
Clinical Cohort Studies (CCS), such as randomized clinical trials, are a great source of documented clinical research. Ideally, a …
Irfan Al-Hussaini, Davi Nakajima An, Albert J. Lee, Sarah Bi, Cassie S. Mitchell
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SERF: Interpretable Sleep Staging using Embeddings, Rules, and Features
The accuracy of recent deep learning based clinical decision support systems is promising. However, lack of model interpretability …
Irfan Al-Hussaini, Cassie S. Mitchell
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SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules
Sleep staging is a crucial task for diagnosing sleep disorders. It is tedious and complex as it can take a trained expert several hours …
Irfan Al-Hussaini, Cao Xiao, M. Brandon Westover, Jimeng Sun
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Predictive real-time beat tracking from music for embedded application
Beat tracking from music signals has significant importance in multimedia information retrieval systems, especially in cover song …
Irfan Al-Hussaini, Ahmed Imtiaz Humayun, Samiul Alam, Shariful Islam Foysal, Abdullah Al Masud, Arafat Mahmud, Rakibul Islam Chowdhury, Nabil Ibtehaz, Sums Uz Zaman, Rakib Hyder, Sayeed Shafayet Chowdhury, Mohammad Ariful Haque
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Object recognition and real-time spoken word recognition using two-fold dynamic time warping for autonomous arm manipulator
In this paper, we propound a command processing mechanism for an autonomous arm manipulator using real-time speech and images. We …
Irfan Al-Hussaini, Zubayer Islam, Antik Mallick, Md Ekramul Hoque
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