Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients
Mahbub, Maria, Srinivasan, Sudarshan, Danciu, Ioana, Peluso, Alina, Begoli, Edmon, Tamang, Suzanne, Peterson, Gregory D
Published in PloS one (06.01.2022)
Published in PloS one (06.01.2022)
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Journal Article
Question-answering system extracts information on injection drug use from clinical notes
Mahbub, Maria, Goethert, Ian, Danciu, Ioana, Knight, Kathryn, Srinivasan, Sudarshan, Tamang, Suzanne, Rozenberg-Ben-Dror, Karine, Solares, Hugo, Martins, Susana, Trafton, Jodie, Begoli, Edmon, Peterson, Gregory D
Published in Communications medicine (03.04.2024)
Published in Communications medicine (03.04.2024)
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Journal Article
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task
Mahbub, Maria, Srinivasan, Sudarshan, Begoli, Edmon, Peterson, Gregory D
Published in arXiv.org (26.07.2022)
Published in arXiv.org (26.07.2022)
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Journal Article
Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach
Mahbub, Maria, Dams, Gregory M, Srinivasan, Sudarshan, Rizy, Caitlin, Danciu, Ioana, Trafton, Jodie, Knight, Kathryn
Published in arXiv.org (18.03.2024)
Published in arXiv.org (18.03.2024)
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Journal Article
Question-Answering System Extracts Information on Injection Drug Use from Clinical Notes
Mahbub, Maria, Goethert, Ian, Danciu, Ioana, Knight, Kathryn, Srinivasan, Sudarshan, Tamang, Suzanne, Rozenberg-Ben-Dror, Karine, Solares, Hugo, Martins, Susana, Trafton, Jodie, Begoli, Edmon, Peterson, Gregory
Published in arXiv.org (28.12.2023)
Published in arXiv.org (28.12.2023)
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Dynamic Q&A of Clinical Documents with Large Language Models
Elgedawy, Ran, Danciu, Ioana, Mahbub, Maria, Srinivasan, Sudarshan
Published in arXiv.org (02.07.2024)
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Published in arXiv.org (02.07.2024)
Paper
The Sensitivity of Word Embeddings-based Author Detection Models to Semantic-preserving Adversarial Perturbations
Duncan, Jeremiah, Fallas, Fabian, Gropp, Chris, Herron, Emily, Mahbub, Maria, Olaya, Paula, Ponce, Eduardo, Samuel, Tabitha K, Schultz, Daniel, Srinivasan, Sudarshan, Tang, Maofeng, Zenkov, Viktor, Zhou, Quan, Begoli, Edmon
Published in arXiv.org (23.02.2021)
Published in arXiv.org (23.02.2021)
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