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A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.

S. Pfohl, H. Cole-Lewis, R. Sayres, D. Neal, M. Asiedu, A. Dieng, N. Tomasev, Q. Rashid, S. Azizi, N. Rostamzadeh, L. McCoy, L. Celi, Y. Liu, M. Schaekermann, A. Walton, A. Parrish, C. Nagpal, P. Singh, A. Dewitt, P. Mansfield, S. Prakash, K. Heller, A. Karthikesalingam, C. Semturs, J. Barral, G. Corrado, Y. Matias, J. Smith-Loud, I. Horn, and K. Singhal. CoRR, (2024)

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Safwat Alani

Maia Alandjiyska

Yilmaz Alan

Bertold Aland

Viola Alanku

Other publications of authors with the same name

Evaluation of a digitally-enabled care pathway for acute kidney injury management in hospital emergency admissions.A. Connell, H. Montgomery, P. Martin, C. Nightingale, O. Sadeghi-Alavijeh, D. King, A. Karthikesalingam, C. Hughes, T. Back, K. Ayoub and 9 other author(s). npj Digit. Medicine, (2019)Big Self-Supervised Models Advance Medical Image Classification.S. Azizi, B. Mustafa, F. Ryan, Z. Beaver, J. Freyberg, J. Deaton, A. Loh, A. Karthikesalingam, S. Kornblith, T. Chen and 2 other author(s). ICCV, page 3458-3468. IEEE, (2021)Diagnosing failures of fairness transfer across distribution shift in real-world medical settings.J. Schrouff, N. Harris, S. Koyejo, I. Alabdulmohsin, E. Schnider, K. Opsahl-Ong, A. Brown, S. Roy, D. Mincu, C. Chen and 7 other author(s). NeurIPS, (2022)Underspecification Presents Challenges for Credibility in Modern Machine Learning.A. D'Amour, K. Heller, D. Moldovan, B. Adlam, B. Alipanahi, A. Beutel, C. Chen, J. Deaton, J. Eisenstein, M. Hoffman and 30 other author(s). J. Mach. Learn. Res., (2022)Robust and Efficient Medical Imaging with Self-SupervisionS. Azizi, L. Culp, J. Freyberg, B. Mustafa, S. Baur, S. Kornblith, T. Chen, P. MacWilliams, S. Mahdavi, E. Wulczyn and 24 other author(s). (July 2022)arXiv:2205.09723 cs.Concept-based model explanations for Electronic Health Records.S. Baur, S. Hou, E. Loreaux, D. Mincu, A. Mottram, I. Protsyuk, N. Tomasev, M. Seneviratne, A. Karthikesalingam, and J. Schrouff. CoRR, (2020)Conversational AI in health: Design considerations from a Wizard-of-Oz dermatology case study with users, clinicians and a medical LLM.B. Li, A. Wang, P. Strachan, J. Séguin, S. Lachgar, K. Schroeder, M. Fleck, R. Wong, A. Karthikesalingam, V. Natarajan and 8 other author(s). CHI Extended Abstracts, page 88:1-88:10. ACM, (2024)Concept-based model explanations for electronic health records.D. Mincu, E. Loreaux, S. Hou, S. Baur, I. Protsyuk, M. Seneviratne, A. Mottram, N. Tomasev, A. Karthikesalingam, and J. Schrouff. CHIL, page 36-46. ACM, (2021)Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions.A. Roy, J. Ren, S. Azizi, A. Loh, V. Natarajan, B. Mustafa, N. Pawlowski, J. Freyberg, Y. Liu, Z. Beaver and 11 other author(s). Medical Image Anal., (2022)Best of both worlds: local and global explanations with human-understandable concepts.J. Schrouff, S. Baur, S. Hou, D. Mincu, E. Loreaux, R. Blanes, J. Wexler, A. Karthikesalingam, and B. Kim. CoRR, (2021)

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Disambiguation of "Karthikesalingam, Alan"

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URL
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A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.

Please choose a person to relate this publication to

Safwat Alani

Maia Alandjiyska

Yilmaz Alan

Bertold Aland

Viola Alanku

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Karthikesalingam, Alan"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.

Please choose a person to relate this publication to

Safwat Alani

Maia Alandjiyska

Yilmaz Alan

Bertold Aland

Viola Alanku

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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MSOffice XML

A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.