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Considerations in the reliability and fairness audits of predictive models for advance care planning.
Lu J, Sattler A, Wang S, Khaki AR, Callahan A, Fleming S, Fong R, Ehlert B, Li RC, Shieh L, Ramchandran K, Gensheimer MF, Chobot S, Pfohl S, Li S, Shum K, Parikh N, Desai P, Seevaratnam B, Hanson M, Smith M, Xu Y, Gokhale A, Lin S, Pfeffer MA, Teuteberg W, Shah NH. Lu J, et al. Among authors: seevaratnam b. Front Digit Health. 2022 Sep 12;4:943768. doi: 10.3389/fdgth.2022.943768. eCollection 2022. Front Digit Health. 2022. PMID: 36339512 Free PMC article.
Use of Machine Learning and Lay Care Coaches to Increase Advance Care Planning Conversations for Patients With Metastatic Cancer.
Gensheimer MF, Gupta D, Patel MI, Fardeen T, Hildebrand R, Teuteberg W, Seevaratnam B, Asuncion MK, Alves N, Rogers B, Hansen J, DeNofrio J, Shah NH, Parikh D, Neal J, Fan AC, Moore K, Ruiz S, Li C, Khaki AR, Pagtama J, Chien J, Brown T, Tisch AH, Das M, Srinivas S, Roy M, Wakelee H, Myall NJ, Huang J, Shah S, Lee H, Ramchandran K. Gensheimer MF, et al. Among authors: seevaratnam b. JCO Oncol Pract. 2023 Feb;19(2):e176-e184. doi: 10.1200/OP.22.00128. Epub 2022 Nov 17. JCO Oncol Pract. 2023. PMID: 36395436