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Sources of bias in artificial intelligence that perpetuate healthcare disparities-A global review.
Celi LA, Cellini J, Charpignon ML, Dee EC, Dernoncourt F, Eber R, Mitchell WG, Moukheiber L, Schirmer J, Situ J, Paguio J, Park J, Wawira JG, Yao S; for MIT Critical Data. Celi LA, et al. Among authors: dernoncourt f. PLOS Digit Health. 2022 Mar 31;1(3):e0000022. doi: 10.1371/journal.pdig.0000022. eCollection 2022 Mar. PLOS Digit Health. 2022. PMID: 36812532 Free PMC article.
Backpropagation-Based Decoding for Multimodal Machine Translation.
Yang Z, Pinto-Alva L, Dernoncourt F, Ordonez V. Yang Z, et al. Among authors: dernoncourt f. Front Artif Intell. 2022 Jan 17;4:736722. doi: 10.3389/frai.2021.736722. eCollection 2021. Front Artif Intell. 2022. PMID: 35112079 Free PMC article.
Behind the scenes: A medical natural language processing project.
Wu JT, Dernoncourt F, Gehrmann S, Tyler PD, Moseley ET, Carlson ET, Grant DW, Li Y, Welt J, Celi LA. Wu JT, et al. Among authors: dernoncourt f. Int J Med Inform. 2018 Apr;112:68-73. doi: 10.1016/j.ijmedinf.2017.12.003. Epub 2017 Dec 9. Int J Med Inform. 2018. PMID: 29500024
Hyperparameter Selection.
Dernoncourt F, Nemati S, Kassis EB, Ghassemi MM. Dernoncourt F, et al. 2016 Sep 10. In: MIT Critical Data, editor. Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 29. 2016 Sep 10. In: MIT Critical Data, editor. Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 29. PMID: 31314280 Free Books & Documents. Review.
Trend Analysis: Evolution of Tidal Volume Over Time for Patients Receiving Invasive Mechanical Ventilation.
Mehta A, Dernoncourt F, Walkey A. Mehta A, et al. Among authors: dernoncourt f. 2016 Sep 10. In: MIT Critical Data, editor. Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 18. 2016 Sep 10. In: MIT Critical Data, editor. Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 18. PMID: 31314271 Free Books & Documents. Review.
Improving Patient Cohort Identification Using Natural Language Processing.
Sarmiento RF, Dernoncourt F. Sarmiento RF, et al. Among authors: dernoncourt f. 2016 Sep 10. In: MIT Critical Data, editor. Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 28. 2016 Sep 10. In: MIT Critical Data, editor. Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 28. PMID: 31314253 Free Books & Documents. Review.
Data Preparation.
Pollard T, Dernoncourt F, Finlayson S, Velasquez A. Pollard T, et al. Among authors: dernoncourt f. 2016 Sep 10. In: MIT Critical Data, editor. Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 11. 2016 Sep 10. In: MIT Critical Data, editor. Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 11. PMID: 31314251 Free Books & Documents. Review.