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Coding Inequity: Assessing GPT-4's Potential for Perpetuating Racial and Gender Biases in Healthcare
Background Large language models (LLMs) such as GPT-4 hold great promise as transformative tools in healthcare, ranging from automating …
Travis Zack, Eric Lehman, Mirac Suzgun, Jorge A Rodriguez, Leo Anthony Celi, Judy Gichoya, Dan Jurafsky, Peter Szolovits, David W Bates, Raja-Elie E Abdulnour, Atul Butte, Emily Alsentzer
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Towards Medical Billing Automation: NLP for Outpatient Clinician Note Classification
Matthew G Crowson, Emily Alsentzer, Julie M Fiskio, David Bates
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Mitigating the impact of biased artificial intelligence in emergency decision-making
Hammaad Adam, Aparna Balagopalan, Emily Alsentzer, Fotini Christia, Marzyeh Ghassemi
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What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization
Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Noémie Elhadad
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Assessing 3 Outbreak Detection Algorithms in an Electronic Syndromic Surveillance System in a Resource-Limited Setting
Emily Alsentzer, Sarah-Blythe Ballard, Joan Neyra, Delphis M Vera, Victor B Osorio, Jose Quispe, David L Blazes, Luis Loayza
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ML4H Abstract Track 2019
Matthew McDermott, Emily Alsentzer, Sam Finlayson, Michael Oberst, Fabian Falck, Tristan Naumann, Brett K Beaulieu-Jones, Adrian V Dalca
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ML4H Abstract Track 2020
Emily Alsentzer, Matthew McDermott, Fabian Falck, Suproteem K Sarkar, Subhrajit Roy, Stephanie L Hyland
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Investigating inequities in hospital care among lesbian, gay, bisexual, and transgender (LGBT) individuals using social media
Yulin Hswen, Kara C Sewalk, Emily Alsentzer, Gaurav Tuli, John S Brownstein, Jared B Hawkins
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The effect of microbial colonization on the host proteome varies by gastrointestinal location
Joshua S Lichtman, Emily Alsentzer, Mia Jaffe, Daniel Sprockett, Evan Masutani, Elvis Ikwa, Gabriela K Fragiadakis, David Clifford, Bevan Emma Huang, Justin L Sonnenburg, others
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Monitoring Acute Diarrhea via an Electronic Surveillance System in the Peruvian Navy
Emily Alsentzer, Delphis M Vera, Joan Neyra, Luis Loayza, Ricardo A Hora, Victor B Osorio, Jose Quispe, Sarah-Blythe Ballard, David Blazes
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